/,1 Research Support School of Business Administration January 1994 NOVA INCORPORATED: B-CASE OPERATIONAL ANALYSIS OF THE NEW LOGISTICS SYSTEM Working Paper #713 Dennis G. Severance The University of Michigan and Jack Muckstadt Cornell University Dennis G. Severance, Andersen Consulting Professor, Computers and Information Systems, The University of Michigan. Jack Muckstadt, Professor and Director, School of Operations Research and Industrial Engineering, Cornell University FOR DISCUSSION PURPOSES ONLY None of this material is to be quoted or reproduced without the expressed permission of Research Support COPYRIGHT 1994 The University of Michigan School of Business Administration Ann Arbor, Michigan 48109-1234

I NOVA MANUFACTURING COMPANY: B-CASE OPERATIONAL ANALYSIS OF THE NEW LOGISTICS SYSTEM Nova's aggressive actions to build lean and responsive manufacturing and distribution systems have met with only partial success. While the actions made sense conceptually, their implementation has not gone quite as expected. As you observed when operating Nova's factories and distribution centers, there are many "opportunities for improvement." Currently, regional managers are embarrassed and frustrated by their inability to provide the 95% fill rate that was promised to their customers in 1991 when Nova closed eight regional warehouses. They know that if they order larger quantities of finished product, they will not order as frequently and hence there will not be as many opportunities to run out of stock. But, they realize also that corporate management is evaluating their individual performance based upon return on net assets (RONA), which requires that they hold their cycle stock inventories low. The central distribution activity is also operating less effectively than had been planned. WVhile there is generally enough inventory in the distribution system to satisfy customer demand, it is frequently in the wrong place. Since local shortages seem to occur in random patterns, it is impossible to predict which parts will be over or under-stocked at any location. Furthermore, although production allocation decisions for Cincinnati and London were made to smooth loads between the factories, the process has not worked nearly as effectively as planned. The manufacturing requirements at the plants vary much more from day-to-day than had been expected, so that there is overtime on one day and idle capacity on the next. Even with substantial investments in information and decision support systems to facilitate the implementation of the Velocity initiatives, the logistics system has not lived up to expectations. Frustration is not limited to the operating managers. After reviewing the financial performance reports and the on-time delivery statistics, John Fisher and his corporate staff concluded that the current problems had to be ironed out quickly. Fisher commissioned a thorough review of system operations so that facts would be available to determine the best course of action. Fisher recalls that a consultant had warned him that his plans were likely to fail because there was so much variation in all aspects of the system. The consultant told him that because demand in all locations for all parts was quite variable, the basic MRP calculations for inventory requirement and manufacturing capacity utilization, that were the foundation for his planning activity, were fatally flawed. He is now reflecting on the phrase "variability is the enemy" and is wondering how to re-evaluate his system design to account for the presence of this variability. This case requires you to examine the operating data from Nova's logistics system for sources of variability and to determine how the variability has negatively affected Nova's performance. 1/1/94

2 Assignment 1. Table I provides data on the average daily demand rates by region for the past year. Begin by constructing a Pareto analysis of the annual demand for each part. TABLE 1 Average Demand Rates per Day for the Past Year Part Numbers I I I I - I -T rI 1I I 2 3 4 5 6 7 8 9 10 Total Region TOTAL % Annual Cum. % 1 35.7 19.3 3.1 5.9 1.1 0.6 0.3 0.2 0.1 0.0 66.3 2 23.2 14.9 4.2 3.6 4.2 2.3 0.9 0.1 0.1 0.0 53.5 3 17.3 11.2 4.4 3.0 3.1 1.3 0.8 0.2 0.2 0.1 41.6 4 11.5 7.8 5.1 3.1 1.1 2.9 1.8 1.0 0.5 0.3 35.1 5 3.4 2.3 7.5 1.3 0.7 1.3 3.3 2.2 1.3 0.9 24.2 91.1 55.5 24.3 16.9 10.2 8.4 7.1 3.7 2.2 1.3 220.7 41.3 1 25.2,111.0 7.7 4.6 1 3.8 3.2 1.7 1.0.6 100 Y. I I I I I I It 96.8 41.3 66.43 77.4 85.1 89.7 93.5 98.4 99.4 100 That is, complete the construction of a table for each part that rank orders the demand by region (highest demand rate to lowest) and also gives the percentage of the annual demand. For example, for Part 1, we would obtain mhe follow ing data: Pareto Analysis Part I Region I (North America) 2 (Western Europe) 3 (Eastern Bloc) 4 (South America) 5 (Asia Pacific) % of Annual Demand 39.2 25.5 19.0 12.6 3.6 Also for each part number plot a graph of the cumulative percentage of demand as a function of the region's demand, where the regions are ordered from high to low according to their average daily demand rate. For exar..ple, we would obtain the following graph for Part 1: Cum. " of Annual Demand 100 80 60 - 40 - 20 i/ --- — 0O UF ---- X —. - * ----, -------- 0 20 40 60 Cum. % of locations 80 100 Finally, do a Pareto analysis of the total annual demand in each region and among regions. 1/1/94

3 How does average demand vary among regions? Note that every part does not account for about the same percentage of demand for each region. How does this fact influence the logistics system's operation and petfornance? ASSIGNMENT 2 Analysis has shown that there is considerable variation in the daily demand for each part in each region. Table 2 summarizes the standard deviation of daily demand for each part at each location for the past year. TABLE 2 STANDARD DEVIATION OF DAILY DEMAND FOR PAST YEAR Part Numbers [ i71 a 3 KY 4 1 1 6 I1 2 i 1 Region 1 6.0 4.6 3.4 6.1 2.3 1.9 1.4 1.5 0.8 -- 2 5.1 4.1 5.0 4.8 4.7 3.5 1.9 0.7 0.9 3 4.9 3.6 5.2 3.5 4.3 2.0 2.2 0.9 0.8 0.7 4 3.5 3.6 5.7 3.6 2.3 3.4 3.0 2.2 1.8 1.2 5 4.9 4.4 3.7 1.9 1.3 1.8 4.2 4.3 2.1 2.3 Thus, for example, Part 1, which had an average daily demand rate of 35.7 units per day in Region 1, also had a standard deviation of 6 units per day in that region. The ratio of the standard deviation divided by average demand gives an indication of the relative variation that exists in the demand for each part number in each region. For Part 1 in Region 1, the value is 0.17. This ratio is called the coefficient of variation. The higher its value, the greater the relative variation in the demand process. Complete the construction of the table whose values are the coefficients of variation for each part number at each location. Also, construct a graph that relates how the coefficient of variation relates to the average daily demand rate. Can you observe any relationship? Once this ratio exceeds 1 it is very difficult to estimate what the average future demand will be much less what the standard deviation of future demand will be. Will Nova have a problem forecasting demand accurately? What is the impact on setting production and safety stock levels? ASSIGNMENT 3 Next, let's examine the actual demand data for the past 100 days for each part. The data have been assembled in a variety of ways in the Appendix. The first set of data shows the demand for each part on each day in each region. These data are given in both tabular and graphical form. Region 1 is North America, Region 2 is Western Europe, Region 3 is Eastern Europe, Region 4 is South America, and Region 5 is Asia Pacific in all data sets. Examine the data corresponding to each part numberilocation combination. How do these data match the annual demand data? That is, has there been a substantial change in either the demand rate or standard deviation in the past 100 days for any part in any region compared to last year's data? How would you characterize the differences between the data for parts with relatively low demand rates and high coefficients of variations and those with relatively higher demand rates and lower coefficients of variation? 1/1/94

4 ASSIGNMENT 4 Suppose you want to give John Fisher advice on setting inventory levels for each part in each region. The variability exhibited in the historical data implies that proper inventory levels are not easily calculated. More inventory may be needed to achieve high service levels than had been expected. Describe what inventory rules you would recommend and demonstrate how you would apply them to Part 5 in Region 1. Assume you want to achieve a 95% fill rate. Simulate (by hand or computer) how your policy will work using the 100 days of demand data. Assume the lead time is four days in length and that the annual holding cost rate is.30. What are the average pipeline, cycle and safety stock levels that result from your rules? What would happen if lead times also vary? ASSIGNMENT 5 The next set of data corresponds to the aggregation of the daily demand activity over all regions. Again examine these data carefully. How does the coefficient of variation change when we aggregate the regional demand activity? Why does this occur? Suppose you were to have only one stocking location to serve all demand rather than serving customers from the five regional warehouses. How would inventory requirements be affected? Demonstrate your conclusions using data for Part 1. ASSIGNMENT 6 Now that you have examined the demand data, reflect on the Nova game play. Was there enough inventory in the system to react to the demand variability? How does variability affect our ability to meet demnzand with reasonable levels of inventory? Should John Fisher be concerned with marketing's current customer service promises? ASSIGNMENT 7 The consultant also warned John Fisher about the impact variation would have on manufacturing efficiency and effectiveness. Given what you observed in factories, how does variation affect manufacturing's ability to replenish inventory within prescribed lead times in a reliable manner? What are the sources of variation that affect manufacturing? (Tables 3 and 4 will be helpful here). Table 3 CINCINNATI FACTORY DATA Run Rates for Parts Part Number Setup time Run Time Avg. Number Scrap Rate.(min per Unit (min) Units/Day 1 5 2.9 (2.7-3.1) 46.01 2 5 3.1 (2.9-3.3) 28.01 3 12 3.1 (2.8-3.4) 24.02 6 15 3.4 (3.0-3.8) 8.04 8 15 3.7 (3.2-4.2) 4.04 9 15 4.0 (3.1-4.9) 2.04 Setup and run time data are for Machine 2, which is the bottleneck machine in Cincinnati. 1/1/94

5 Breakdown Rates for Machines Machine.. M E MITi (_minutes) (minutes) I 80 2 2 960 57 (47-67) 3 infinite Normal shift length is 480 minutes; Overtime limited to 120 minutes/shift; Repair Crew for factory Table 4 LONDON FACTORY DATA Run Rates for Parts Part Number Setup time (min) Run Time Avg. Number Scrap Rate per Unit (min Units/Day, 1 __20 2.8 (2.7-2.9) 46.02 2.20 3.0 (2.9-3.1) 28.02 4. 30 3.2 (3.0-3.4) 17.02.5. 30 3.5 (3.2-3.8) 10.05 7 33 3.6 (3.2-4.0) 7.05 10 35 4.5 (4.0-5.0) 1.06 Setup and run time data are for Machine 2 which is the bottleneck machine in London. Breakdown Rates for Machines Machine MTBF MTTR (minutes) (minutes) 1 70 2.5 2.... 1600 130 (120-140) o3ra s___infinite t ________ R Normal shift length is 480 minutes; Overtime limited to 120 minutes/shift; I Repair Crew for factory The manufacturing task force decided to produce only a portion of the product line in each factory, as described in Table 5. The production assignments were made both to balance the load between the two factories, and to reduce Nova's exposure to exchange rate fluctuations by aligning production with sources of material and with demand patterns for finished goods. Table 5 PRODUCTS PRODUCED BY FACTORY Products...2 3 4 5 6 7 8 9 10 Cincinnati X X X X X X London XX X X X X Observe that only Parts 1 and 2 were assigned to both factories. Parts 3 through 10 were assigned to a single factory to minimize tooling, fixturing, equipment, and engineering costs. Furthermore, realize that although both factories produce both Parts 1 and 2, the demand from North America and South America is normally serviced by Cincinnati while the remaining regions are serviced out of London. 1/1/94

6 The third set of data in the Appendix show how the demand in each region combined to form the manufacturing load on Cincinnati (Factory A) and London (Factory B) over the past 100 days. For example, the day I demand for Part I for North America was 37 units and for South America was 15 units. Since Cincinnati supplies Part I for only these regions, the day I demand for Part 1 in Cincinnati is 52 in the data. (It is informative to compare the coefficient of variation of daily demand for Parts 1 and 2 for both factories with those statistics calculated previously. What observations can you make?) These factory demands are next transformed to production capacity requirements in a Daily Production Minutes report. To derive these data, we combined the run-time per unit data for each factory, which are found in Tables 3 and 4, with the Daily Historical Demand requirements data. For example, consider the total day 1 demand for Part 1 at Cincinnati, which is 52 units. Since the average time to produce a unit of Part 1 at Cincinnati is 2.9 minutes, a total of 150.8 minutes of run time is expected there (ignoring set-up time). The total daily production minutes required for all parts produced in each factory is also provided. Observe that the average daily required production minutes is about the same at each factory, 346.75 minutes versus 332.69 minutes. This occurs because the production was allocated so that the projected average daily production minutes would be approximately equal in these two facilities. Realize that these numbers will not be the actual daily production minutes at each factory unless each region orders all parts on a daily basis. Because of lot sizing rules the actual daily requirements will fluctuate more than these data suggest. To see this, suppose the following reorder points (ROP) and order-up-to levels (OUTL) are used in North America and South America for Part 1. and that we begin servicing demand in each location with the on-hand stock (OHS) shown below in Table 6. Table 6. Reorder Parameters for Part 1 Part 1 ROP OUTL OHS N. America 200 300 220 S. America 75 175 130 Furthermore, Cincinnati factory's production is closely linked with incoming orders from the regions. For manufacturing efficiency, the minimum production lot size for Part 1 is 200 units, which is about what is needed to satisfy one order from both North and South America. Initially, the Cincinnati warehouse has 100 units of Part 1 on-hand. Factory production orders are released on a day when the projected end of the day stock would be 50 units or less. Consnluct tables of orders for the North and South American regional distribution centersfor Part 1 and for the required daily production minutes for Part I for the Cincinnati factoty given these lot sizing riules. What observations can you make? ASSIGNMENT 8 The distribution task force has just completed its analysis of material flows from the central warehouses to each of the 5 regional distribution centers. The purpose of the study was to establish what activities were being performed, how long they took, and what they cost. They made some startling discoveries. 1/1/94

7 First, they found that the communications and software systems normally caused a delay of one day in the picking and packing cycles experienced in both the Cincinnati and London warehouses. Second, more than three quarters of the orders remained in the warehouses one day after they were picked before they were packed for shipment. Third, once received in the regional warehouses, material often waited a day or more before it became available for shipping to meet customer demand. In combination, current operational practices substantially lengthened the lead time from the receipt of a resupply request at a central warehouse to the time that regional warehouses were in a position to ship inventory. By altering their processes using improved software and operational practices and working closely with their transportation provider, the task team believes that it is possible to reduce lead times to the levels given in Table 7. Table 7. Revised Estimates For Lead Time From Central To Regional Warehouses From Central Warehouse North America ___ Europe I I Min. (Days) Max. (Days) Min. (Days) Max. (Days) To Regions N. America regular 2 3 2 4 expedite 1 1 1 2 Europe regular 2 4 2 3 expedite 1 2 2 3 Eastern Bloc__ reular 3 5 2 4 expedite 23 2 S. America regular 3 5 3 5 expedite 2 2 2 Asia/Pacific regular 3 4 3 5 expedite 1 2 1 2 What inpact could these operational changes and their affect on lead times have on inventory requirements and customer service? CONCLUSION You have examined operational data and observed how variability and lot sizing rules affect target inventory levels and production requirements. You also observed that current processes and practices have caused lead times for shipping material to regional warehouses to be much longer than necessary. Summarize your observations for John Fisher. 1/1/94

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Rgikon: I Prt: 7 Std Ov: 1.9821 Mon: 0.4800 QD Qnuon 1 000 2 100 3 000 4 000 5 000 6 000 7 00 8 '00 9 000 10 300 11 000 12 0.00 13 000 14 000 15 0.00 16 000 17 3.00 16 000 19 000 20 000 21 0.00 22 000 23 000 24 000 25 000 26 000 27 000 28 000 29 0.00 30 100 31 1400 32 0.00 33 0.00 34 0.00 35 000 36 0.00 37 0.00 38 0.00 39 0.00 40 000 41 0.00 42 0.00 43 0.00 44 0.00 45 0.00 46 0.00 47 0.00 48 0.00 49 3.00 50 0.00 51 0.00 52 0.00 53 0.00 54 0.00 55 3.00 56 3.00 57 0.00 58 0.00 59 0.00 60 0.00 61 0.00 62 000 63 0.00 64 0.00 66 0.00 66 12.00 67 0.00 64 0.00 69 0.00 70 000 71 0.00 72 0.00 73 0.00 74 0.00 75 0.00 76 0.00 77 0.00 78 0.00 79 0.00 80 000 81 82 63 84 65 86 87 89 90 91 92 93 94 96 96 97 9, 99 100 0.00 0.00 3.00 0.00 0.00 0.00 0.00 0.00 0.00 000 0.00 S.00 0.00 0.00 0.00 0.00 0.00 0.00 0.00 Regon I, Part 7 14l 12 -loo Regio: Pat 8 I...X) 2 300 3 o00 4 o o 5 200?:00:zoo 9:30 10 00 11 00 12 200 13 200 14 300 15 J00 16 000 17 000 18 300 19 000 20 3 00 21 030 22 000 23 3 000 24 3 0 25 200 26 2: 27.: 28: x 29:0 30 300 31 O00 32 000 33 000 34 000 35 000 36 000 37 0 00 38 000 39 0 00 40 000 41 000 42 000 43 000 44 000 45 000 46 000 47 000 48 000 49 000 50 000 51 000 52 000 53 000 54 0 00 5 000 56 000 57 000 58 0.00 59 0.00 60 000 61 000 62 000 63 000 64 000 65 000o 66 600 67 000 66 000 69 000 70 000 71 000 72 000 73 000 74 0.00 75 000 76 000 77 000 76 0.00 79 000 80 000 Std Dayv: 0 6000 Meon: 0.0600 P& Mfl-florv 81 0.00 82 000 83 000 84 000 85 0.00 86 o00 87 000 88 000 89 000 90 000 91 000 92 000 93 0.00 94 0.00 95 0.00 96 0.00 97 0.00 98 0.00 99 0.00 100 0.00 Re*on 1, Part 6. ol -.. - - o.... e.......tn - 'a - _ o u_.. A oIo.......... n e v Day 0 r. o n n Day

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tfoflcd omfarl Rglon: 2 Pat.I Sld Dv. &4844 Mean 22.6100 1 21.00 2 18.00 3 36.00 4 27.00 5 30.00 6 2200 7 2000 8 20.00 9 20.00 10 22.00 11 2400 12 20.00 13 23.00 14 20.00 15 23.00 16 21.00 17 28.00 18 19.00 19 13.00 20 18.00 Q Da 21 24.00 22 14.00 23 25.00 24 25.00 25 15.00 26 23.00 27 16.00 26 28.00 29 21.00 30 23.00 31 21.00 32 28.00 33 15.00 34 32.00 35 27.00 36 27.00 37 27.00 38 29.00 39 20.00 40 30.00 a Dna 41 30.00 42 23.00 43 15.00 44 21.00 45 21.00 46 16.00 47 1400 48 12.00 49 16.00 50 20.00 51 32.00 52 31.00 53 20.00 54 27.00 55 20.00 56 30.00 57 29.00 5S 22.00 59 22.00 60 29.00 61 12.00 62 26.00 63 20.00 64 28.00 65 15.00 66 37.00 67 32.00 68 19.00 69 1800 70 25.00 71 23.00 72 25.0O 73 15.00 74 24.00 75 22.00 76 19.00 77 24.00 78 17.00 79 28.00 80 20.00 81 29.00 82 19.00 63 15.00 64 17.00 5 23.00 86 30X00 87 30.00 88 22.00 89 20.00 90 22.0 91 3300 92 200 93 19.00 94 21.00 95 21.00 96 1400 97 20.00 98 1I00 99 2770 100 20.00 R.0gon2.Pcir 1 30 10 0, Co.. u' CO V.... i3 I,.. CO I. CO 0' co i C.i ay 390 )OO Srd Dev: 4. 1 Mson 15 20 Reglon: 2 Pat: 2 1 1400 2 1400 3 1600 4 3000 5 1300 6 1500. 7 1400 8 1100 9 1900 10 1500 11 1100 12 2000 13 1300 14 1600 15 1800 16 1700 17 700 18 1600 19 1500 20 1500 21 1600 22 22.00 23 1300 24 1600 25 900 26 1700 27 1700 28 1300 29 1900 30 900 31 1500 32 1300 33 1800 34 1400 35 500 36 1400 37 1900 38 900 39 1600 40 1400 41 12-00 12 1400 43 1500 44 1300 45 700.16 1400 47 1900 -.8 1000 49 1300 50 1400 51 2400 52 1500 53 21.00 54 1100 5.5 12.00 56 800 57 1400 58 21.00 59 1800 60 2000 61 1700 62 900 63 20.00 64 1500 65 2100 66 1000 67 400 68 '500 69 1300 70 2400 71 1700 72 1200 73 13.00 74 800 75 1400 76 1700 77 1900 78 18.00 79 18.00 80 1800 81 1900 82 1500 83 1900 84 21.00 85 1400 86 1400 87 '700 88 1700 89 '2.00 90 16.00 91 1800 92 17.00 93 10.00 94 1800 95 10.00 96 12.00 97 1100 98 22.00 99 21.00 100 1300 R on 2, Part 2 30 25 20 0 _.. a 'a mjin co. c La e n u v r a o n 'a n _ * us o Day

Httca O0nanx Part) ' 300 2 000 3 100 4 100 ~ 100 6 600 8 300 9 11 00 '0 000 11 300 12 100 13 30.00 14 400 15 200 '6 000 17 600 18 700 Q9 400 20 600 Std Dv.&1979 Me 4tI500 21 2.00 22 0.00 23 0.00 24 400 25 4.00 26 000 27 1.00 28 7.00 29 000 30 4.00 31 2.00 32 2.00 33 6.00 34 3.00 35 3.00 36 6.00 37 3.00 38 8.00 39 900 40 400 Dan 41 1.00 42 6.00 43 5.00 44 2.00 45 0.00 46 5.00 47 33.00 48 1.00 49 7.00 50 2.00 51 0.00 52 0.00 53 5.00 54 3.00 55 19.00 56 3.00 57 0.00 5 t2.00. 59 3.00 60 2.00 61 2.00 62 5.00 63 7.00 64 3.00 65 14.00 66 1.00 67 10.00 66 8.00 69 5.00 70 2.00 71 1.00 72 1.00 73 1.00 74 6.00 75 8.00 76 11.00 77 1.00 78 6.00 79 1.00 80 3.00 81 1.00 82 3.00 u3 1.00 64 7.00 85 2.00 86 100 87 300 88 0.00 89 1.00 90 1.00 91 100 92 5.00 93 3.00 94 1100 95 0.00 96 9.00 97 2.00 98 0.00 99 2.00 100 300 R Regon 2. Part 3 I- -— _- t.J tt ~*n1w W to, t 'o af I, 0 - F - M c c_ Day Region: Part 4 Std Dev 43400 Moon 3 8500 I:I 00 3X* 330 - 2*3M I: ' C0 t ':: D 16 gx 2X0 a 11 X 2 '200 ' 00 '2 300 I'3 '0DO '5 - 16 000 17 11 00 1 300 20 300 20 1000 21 000 22 500 23 000 24 1600 25 1100:6 '300 27 o00 28 200 29 0 00 30 000 31 500 32 700 33 10 00 34 100 35 8.00 36 000 37 0.00 38 800 39 000 40 600 41 2.00 42 000 43 000 44 000 45 000 6 S 1.00 47 1 00 -*8 300 49 000 50 200 51 7.00 52 000 53 0.00 54 1600 55 700 56 5.00 57 0.00 58 0.00 59 7 00 60 100 P>: ro= w 61 000 62 000 63 10.00 o4 3 00 55 2.00 56 2.00 07 400 8:0 '00 09 000 70 1200 71 500 72 000 73 600 74 000 75 000 76 700 77 1 00 78 1 00 79 1 00 80 200 81 300 2 000 33 300 4 300,5 800 56 1700 97 000 38 000 99 000 90 1400 91 12.00 92 100 93 500 94 100 95 400 96 1100 97 0.00 98 10.00 99 400 100 100 R lon 2. Prt 4 -.- - - no e i, 4 rm t 1 to t o t oen m m c c ~~~~~~~~! @_^J AA.^U Aty

Rogkxt 2 Pat s 1 300 2 600 3 300 4 1100 5 000 6 2.00 7 500 8 600 9 600 10 000 11 000 12 0.00 13 6.00 14 8.00 15 9.00 16 1.00 17 5.00 18 3.00 19 400 20 22.00 DMz Dfoc. 21 2.00 22 1.00 23 1.00 24 4.00 25 1.00 26 5.00 27 a00 28 400 29 15.00 30 1.00 31 8.00 32 0.00 33 9.00 34 2.00 35 0.00 36 2.00 37 9.00 38 0.00 39 31.00 40 15.00 4a D0. 41 0.00 42 2.00 43 5.00 44 4.00 45 0.00 46 0.00 47 5.00 48 3.00 49 5.00 so50 1.00 51 11.00 52 22.00 53 0.00 54 3.00 55 1.00 56 2.00 57 6.00 s58 4.00 59 12.00 60 0.00 o1a D 1f0f 61 1-00 62 2.0 63 13.00 64 SA 66 6.00 67 1 00 64 4.00 69 000 70 000 71 2-00 72 7.00 73 1.00 74 8.00 75 0.00 76 1.00 77 o0.00 78 2.00 79 6.00 80 2.00 Std 0v: 6.1663 M n: 40900 81 0.00 82 0.00 83 0.00 84 5.00 85 3.00 86 5.00 87 0.00 88 0.00 89 2.00 90 8.00 91 1.00 92 0.00 93 0.00 94 2.00 95 3.00 96 2.00 97 0.00 98 9.00 99 2.00 100 5.00 R *gon 2, Part 5 25r '25 a 204 15 A A S '~ scM- c a anI en rr t en % co i4 ts cn _y t-O n Co- n o C Day R*gon: 2 Pat: 6 1:00 5.00 o )00 e 200 10 400 11 ' 00 12 300 13 100 14 500 15 300 16 200 17 100 18 200 19 700 20 000 Std Dev: 3 69e2 Moan: Z400 21 1100 22 00 23 100 24 900 25 000 26 300 27 oo000 28s 00 29 1 00 30 400 31 300 32 000 3,3 400 34 000 35 2.00 36 500 37 400 38 29.00 39 000 40 000 41 2.00 42 100 43 300 44 000 45 1 00 46 000 47 400 48 000 49 2.00 50 000 51 3.00 52 2.00 53 0.00 54 0.00 55 1.00 56 400 57 100 58 0.00 59 4.00 60 0.00 61 300 52 000 tZ 6 00 67 700 68 000 09 1 00 70 400 71 000 72 000 73 1.00 74 800 75 500 76 00 77 300 78 200 79 2.00 80 900 81 0.00 82 100 83 1 00 84 0.00 85 0.00 86 100 87 2.00 88 700 89 0.00 90 0.00 91 0.00 92 2.00 93 0.00 94 1.00 95 100 96 0.00 97 0.00 98 1.00 99 000 100 0.00 R glon 2, Part 6 30 -- --- ne e n M n r w IM wr t Lo w w 41 i la is P.ere m.mFm, < ata cz Day

HbtoIcOI DOmanndt Rgion: 2 Pat: 7 Std dv: 1,423 Mwt 0.7300 I 0.00 2 0.00 3 6.00 4 2.00 5 0.00 o 700 7 0.00 6 0.00 9 1.00 10 0.00 11 0.00 12 0.00 13 0.00 14 0.00 15 0.00 16 0.00 17 0.00 18 o00 19 100 20 400 21 000 22 2.00;3 000:4 000 25 000:3 0 00:7 0.00 3 000 29 0.00 30 300 31 0.00 32 0.00 33 000 34 0.00 5 1 00 36 000 37 000 3M 500 9 1 00 Jo 000 QOa Dam r 41 0.00 42 2.00 43 1.00 44 0.00 45 0.00 46 0.00 47 0.00 48 0.00 49 0.00 50 1.00 51 3.00 52 0.00 53 0.00 54 1.00 55 0 00 56 0.00 57 0.00 58 1.00 59 0.00 60 1.00 61 000 62 100 63 o.00 64 3.00 65 000 66 000 67 0.00 64 000 69 000 70 000 71 000 72 0.00 73 0.00 74 o000 75 000 76 1 00 77 300 78 0.00 79 000 80 000 QSu Q 81 82 83 84 85 86 87 89 90 91 92 93 94 95 96 97 98 99 100 4.00 0.00 1.00 0.00 3.00 5.00 0.00 0.00 3.00 1.00 0.00 1.00 0.00 0.00 0.00 1.00 0.00 1.00 2.00 0.00 R egon 2, Part 7 eDay Region: 2 Part 000 0o00 3 000.1 000 '0) 0 ) 000 i3.000 000 0 000 11 000 '2 000 13 000 14 000 15 000 16 500 17 000 18 000 19 000 20 000:00 -:: 00;3 300 _:00:30:00 00,':00 22 300 '2 300 3 3200 0 00 33 300 39 il0 00 $3 000 D.t DOmOna 41 o000 42 000 43 000 44 000 45 000 46 000 47 000 48 400 9 0ooo00 50 000 51 o000 52 ooo00 53 o000 54 000 55 000 56 000 57 000 58 o o00 59 400 60 0.00 400 02.100 A3: X, _ '8;r 3:8 00:1 000 72 300 73 000 74 000 '5 000 76 000 77 0 00 78 1 00 "9 000 80 000 Std Dov: 0.8492 Mon: 0.1900 DaC Damcwkd 81 000 82 000 83 000 84 000 8S 0 00 86 000 87 000 88 000 89 000 90 000 91 000 92 100 93 0.00 94 000 95 000 96 000 97 0.00 98 0.00 99 000 100 0.00 3j. fI...^~ ~ q c en tooiC n O _,*-*- o -1 m r e,,.* o v ob # { _ od tn o a - o to 0 u o 0c Day

HUstotca ODncn Pgkort 2 Pat,9 1 0.00 2 0.o00 3 0.00 4 0.00 5 0.00 6 0.00 7 0.00 8 0o.oo00 9 0.00 10 0.00 11 0.00 12 0.00 13 0.00 14 0.00 15 0.00 16 0.00 17 0.00 18 0.00 19 3.00 20 0.00 C= Dlmorn 21 000 22 000 23 000 24 000 25 000o 26 000 27 000 28 000 29 0.00 30 000 31 000 32 000 33 000 34 0.00 35 0.00 36 000 37 000 3,8 000 39 000 40 000 D ay ZaM;q 41 0.00 42 0.00 43 0.00 44 0.00 45 000 46 0.00 47 000 48 0.00 49 0.00 50 0.00 51 0.00 52 0.00 53 0.00 54 0.00 55 0.00 56 0.00 57 0.00 58 0.00 59 0.00 60 0.00 Px Ds ntmn 61 0.00 62 0.00 63 0.00 64 0.00 66 0.00 66 0.00 67 0.00 68 0.00 69 0.00 70 0.00 71 0.00 72 0.00 73 0.00 74 0.00 75 0.00 76 0.00 77 0.00 78 0.00 79 1.00 60 0.00 Sld Ov: 0o3296 MOat L0.0 QO Cannn 81 0.00 82 0.00 63 0.00 84 0.00 86 0.00 86 0.00 87 0.00 0.00 89 0.00 90 0.00 91 0.00 92 0.00 93 0.00 94 0.00 95 0.00 96 0.00 97 0.00 98 1.00 99 0.00 100 0.00 Regon 2. Part 9 3T 1 2 F.5 05 15l enAw w w% o6 ~0g o * U 11_________A A - c — EP *- - M 'c tt-fir ^ ~ ~ ~ ri oi t f > ^ -a ceO mo a. mcT~ Day Region: 2 Ptat: 10 Std Dev: 0 0000 Meon: 0 0000 1 000 2 000 3 000 4. 000 5 000 6 000 7 000 5 000 9 000 10 000 11 000 12 000 13 000 14 000 15 000 16 000 17 0.00 18 0.00 19 000 20 0.00 Dqn Otwamor 21 000 22 00 23 C 0) 24 CX'O 25 *X00 26: X 27: 28 G nO 29 o:0 30 300 31 Og0 32 000 33 000 3.4 000 3.5 000 36 000 37 000 38 000 39 000 40 000 DC= —,knowc 41 000 42 00 43 000 44 000 45 000 46 000 47 000 48 0 00 49 000 50 000 51 000 52 000 53 000 54 000 55 000 56 000 57 000 58 000 59 000 60 000 Dca Daond 61 000 62 000 63 000 64 000 65 0.00 66 000 67 000 68 000 69 000 70 000 71 000 72 000 73 000 74 0.00 75 000 76 0.00 77 000 78 0.00 79 000 80 0.00 Cay Caflm 81 0.00 82 000 8.3 0.00 84 000 5 000 86 000 87 000 88 000 89 000 90 000 91 000 92 0.00 93 0.00 94 0.00 95 0.00 96 000 97 0.00 98 0.00 99 000 100 0.00 Region 2, Part 10 ~T 01+ C 0.6 - 0.44 o 0^.t.t onooac o> ao.o an cm uf t a'*oDay Day

-ucuccd DOnUrXf Rgion 3 PatI 1 1900 2 20.00 3 16.00 4 1500 5 27.00 6 20.00 7 1100 8 25.00 9 19.00 10 16.00 11 1300 12 1900 13 18.00 14 21.00 15 17.00 16 21.00 17 17.00 18 22.00 19 23.00 20 1900 Std D:. 2673 MeOrc 17.6600 21 16.00 22 11.00 23 13.00 24 21.00 25 4 00 26 2100 27 1300 28 1000 29 1700 30 2900 31 1800 32 20.00 33 16.00 34 1300 3,5 1900 36 20.00 37 15.00 38 22.00 39 700 40 2300 41 16.00 42 1600 43 32,00 44 1 800 -5 1700 -6 20.00 -: '700 48 1500 J0 '300 so:100 1 25.00 52 10.00 53 22.00 54 1400 55 23.00 56 22.00 57 23.00 58 1900 54 '500 DC Dzcng 61 24.00 62 16.00 6.3 13.00 64 21.00 66 13.00 66 900 67 11.00 68 15.00 69 15.00 70 9.00 71 15.00 72 14.00 73 19.00 74 20.00 75 15.00 76 22.00 77 16.00 78 15.00 79 900 80 17.00 91 32.00 82 17.00 3 24.00 M 11.00 15 17.00 56 11.00 17 24.0 S8 17.00 fl 23.00 03 700 91 25.00 n2 20.00 93 1200 04 11.00 25 17.00 'a 21.00;7 1S.00 9: 27.00 Q 18.00:x 20.00 R e*on 3. Part I i 15 ayT Reglon: 3 Part: 2:ta C* e 3 60 Aarn ' t 4200) 11 00 oo00 3 1000 I4 I500 T'00 '200;:300 '3 1500 ' a 1500 '2 1300.3 700 '4 800 '5 1800 16 1500 17 1000 '8 700.9 1700:2 1700 21 CO 22 " 23 a 00 24 - 00 25 ':0 2' 6 00 2 '300 30 '000 31 1100oo 32:1 00 33 10 00 34 500 35 00 36 500 37 1600 38 12.00 39 1100 40 900 -.. '2.00 -4,: '..*)30.~:',:00 " '200 -. 2o00 ~ 3 'o00 12 '200 56 900 57 1000 e800 9. 400 ~0010 ol 1100 62 800 63 I 300 64 00 20 00 07 600 68 1400 6 9 900 70 1400 71 1100 72 700 73 800 74 12.00 75 13.00 76 900 77 1300 78 13.00 79 10.00 8o 700 ~ an ' 1600 -2 1300 33. 500 4 ^ 1300 -. 1300 -:' ~12.00 3 3500 - 9 00:- " 500:: 1000 ^2 1200:3 800:4, 9.00 Z5 600 i5 6 1100 07 1500;6 700 w 1300 100 15.00 \ o~~~~~~R.ion 3. Pat 2 I ' AM f r' ' L A RA A v 4/V,. t A V......,-r. I i e > m~ i,, I |., Ot

H} D0mofnlX Region 3 Put S Std Dv". &393 Morc& 1500 1 300 2 2.00 3 900 4 0000 5 600 6 2400 7 100 8 600 9 100 10 900 11 000 12 2.00 13 4.00 14 000 15 14.00 16 S00 17 600 18 000 19 000 20 600 21 6.00 22 6.00 23 1.00 24 1.00 25 2.00 26 400 27 0.00 28 0.00 29 400 30 400 31 0.00 32 2.00 33 5.00 34 8.00 35 20.00 36 1.00 37 0.00 38 100 39 14.00 40 18.00 41 0.00 42 5.00 43 6.00 44 100 45 6.00 46 6.00 47 100 48 10.00 49 900 50 300 51 14.00 52 100 53 31.00 54 600 55 0.00 56 400 57 3.00 58 3.00 59 3.00 60 400 61 10.00 62 0.00 63 3.00 64 000 65 1.00 66 0.00 67 2.00 66 7 00 69 1.00 70 7.00 71 1.00 72 25.00 73 6.00 74 0.00 75 1.00 76 700 77 0.00 78 1.00 79 1.00 80 2.00 81 12.00 82 7.00 3 24.00 84 0.00 85 000 86 25.00 87 7.00 88 13.00 89 2.00 90 0.00 91 4.00 92 4.00 93 0.00 94 1.00 95 8.00 96 3.00 97 o0.00 98 11.00 99 5.00 100 0.00 R egon 3, Pcrt 3 30 a 204 ^ L^^- a-U ~ o~ rWn n ~' w en ID- R. ^- r'-n an m - Day Region: 3 Pat: 4 Std Der 3 7601 Mon: 3 2300 1 300 2.00 3 o00 1 400 5 200 0:'0 7:00 8 '0 9 00 10 300 11 2)00 12:00 13 200 14 500 15 200 16 300 17 900 18 200 19 300 20 300 2Qg 2nona 21 00 22 00 23 700 24 1 00 25 400 25 300:7. 000:3 1000 29 500 30 00 31 1 00 32 11 00 33 300 34 200 35 400 36 1 00 37 6.00 3 ~ 0.00 39 000 40 0.00 Day Dmnd 41 000 42 000 43 200 44 000 AS 200.46 3000 17 6 00 48 200 49 000 50 000 51 100 52 300 53 000 54 1500 5 8 00 56 100 57 4.00 58 3.00 59 000 60 200 31 500 t22 100 3 1 00.4 300 5 9?00 14 200 07 300,4 000 9 1 00 '3 000 1 10 00 72 800 73 1 00 74 300 75 000 76 0.00.7 12.00 78 5.00 297 400 80 0.00 81 300 A2 900 83.0;00 84 000 35 000 36 400 57 500 58 300 89 100 90;900 91 300 02 100 93 10.00 04 300 95 2.00 96 2.00 97 500 98 300 90 100 100 500 R egon 3, Part 4 20 O5t \E t A1 A/\/YflA/A'v Dy

Prt. S ZZS nm a 1 0.00 2 0.00 3 500 4 000 5 300 3 200 2.00 5 2.00: 800 *3 000.11 5.00 12 000 13 2.00 14 000 I5 11.oo00 6 600 300 '8 000 '9 300 03 1100 21 100 22 0.00 23 1.00 24 2.00 25 100 26 1700 27 3.00 28 0.00 29 000 30 000 31 1.00 32 300 33 5.00 34 2.00 35 2.00 36 400 37 100 38 8.00 39 500 40 900 Dm Damnom 41 1.00 42 1.00 43 000 44 300 45 400 46 000 47 1600 48 400 J9 000 50 2.00 51 0.00 52 1.00 53 7.00 54 000 55 2.00 56 000 57 4.00 58 200 59 800 60 000 p ar 61 10.00 62 400 63 000 64 00 65 100 66 3.00 67 000 68 2.00 69 000 70 000 71 6.00 72 100 73 000 74 8.00 75 3.00 76 000 77 400 78 400 79 000 so80 200 Std Ow. 4.49 'MaOn: 3.2100 QaW PacngrK 81 1.00 82 2800 83 300 84 1.00 85 0.00 86 000 87 3.0 88 2.00 89 5.00 90 4A00 91 0.00 92 30 93 30 94 o0 95 2.00 96 0.00 97 14I0 98 500 99 1601 100 000 R oon 3. Part S y.. ',24 - C n a ' c m - <r fs. ~ ~ ~ ~ ~ ~ f caIo~ ft a ^ ^ p r w w IV V% "Irto ^ VI ~ n o c f i o -A v r> rs -, - r w I__________________________0-______________________ __a Rgkort: 3 Pat 6 * 7 00 - 200 I 000 - 400: I00;00; 00 100 100.2 200 *3 3300 '4. 100 '5 o00:6 000 '" 000 '8 000 *9 I100 0 00 21 400 2 2 200 23 00 24 100;5.7 00:6 100:7:200:8 I 00 29 1 00 30 00 31 000 32 1 00 3.3 1 00 34 400 35 000 36 000 37 500 38 1200 39 3 00 40 2.00 41 300 42 00 43 000,4 300 45 00 -6. 300.47 300 48 3 00.9 900 50 1 X 51 000 52 000 53 300 54 000 55 500 56 1 00 57 200 58 100 59 000 60 2.00 Oar Zmng 61 l 1O 62 300 63 -3 00 64 300 65 320 66:30 67 CO I69:00 69 330 70 00 71 000 72 000 73 1 oo00 74 000 75 100 76 000 77 500 78 100 79 2.00 80 000:tc Dev: Z 1200 ",,a<n: 1 5200 31 100 32 1 00 3. 0 00 3 00 34 2' 5 300 36 1300 37 3 00 8 2X00 39 900 ~;o 0 300 01 000 02 000 93 400 04 1 00 5 1 00 6 2.00 07 1 00 08 1O00 99 500 100 000 R R lon 3, Part 6 r A. a e mn j|- A.ome u e c cm0 ice im - a Day

Hbtoftcl De0manc Part 7 Qw norm 1 2.00 2 1.00 3 0.00 4 000 5 000 6 000 7 000 8 000 9 0.00 10 0.00 11 000 12 0.00 13 0.00 14 1.00 15 0.00 16 0.00 17 0.00 18 000 19 000 20 0.00 21 0.00 22 000 23 000 24 100 25 000 26 000 27 000 28 0.00 29 000 30 0.00 31 000 32 000 33 0.00 34 0.00 35 000 36 000 37 100 38 0.00 39 100 40 000 41 6.00 42 0.00 43 000 44 000 45 100 46 000 47 1 00 48 o000 49 0.00 50 o000 51 oo000 52 0.00 53 0.00 54 0.00 55 0.00 56 000 57 0.00 58 400 59 000 60 000 DM zafono 61 2.00 62 0.00 63 0.00 64 3.00 65 1.00 66 400 67 0.00 68 14.00 69 700 70 0.00 71 0.00 72 0.00 73 3.00 74 3.00 75 0.00 76 3.00 77 2.00 78 0.00 79 0.00 80 0.00 Std Iev: 2.3911 Meer 0.8000 DaM Dofmmezx 61 0.00 82 0.00 83 0.00 64 0.00 86 2.00 86 0.00 87 0.00 88 0.00 89 0.00 90 0.00 91 0.00 92 0.00 93 0.00 94 0.00 95 16.00 96 0.00 97 1.00 98 0.00 99 0.00 100 0.00 R eon 3. Pat 7 20T -i~mn n V. ~ a C r o m.- - - -o - - u m- -._ _ _ __ Dw t ay w wyn cn yi Day Region: 3 Pat a Std evO. 0.7521 'ean: 0.2000 ) 00 2 oo00 3 o00 4 oo00 5 300 6 7 00 9 300 10 000!1 200 12 000 13 o00 14 o000 15 oo000 16 o000 17 o000 18 000 19 1 00 20 000 21. 00 22 000 23 000 24 000 25 '300 26 300 27 000 28 00 29 000 30 000 31 000 32 0 00 33 000 34 000 35 000 36 000 37 000 38 000 39 o000 40 000 Cend 41 300 42 000 43 0000.4 ) 00 45 ) 00 46 3 00 47 -00 4.18 3) 00 9 30 50 3 00 51 o00 52 000 53 000 54 000 55 1 00 56 0.00 57 000 58 600 59 000 60 000 QC 2 amnand 61 0.00 62 000 63 000 64 1 00 65 000 66 000 07 000 68 200 69 000 70 000 71 000 72 000 73 000 74 0.00 75 0.00 76 1.00 77 0.00 78 000 79 o000 80 000 31 000 82 000 83 200 84 000 85 000 36 000 37 000 38 2.00 89 0.00 90 0.00 91 0.00 92 000 93 000 94 000 95 o000 96 000 97 2.00 98 o0.00 99 o0.00 100oo 00 R lon 3, Part 6 1 a I Alo~ ~ ~ ~ ~ ~ ~ ~ oA Day

Htltotcd Demoarn FRgot 3 Pat?9 E 0.00 2 000 3 2.00 4 000 5 000 300 '0 000 I1 1 00 2 0000 13 0.00 14 000 15s 00 '6 000 17 000 '8 000.9 000 'IO 000 21 0.00 22 0.00 23 000 24 000 25 000 26 000 27 000 28 000 29 000 30 000 31 000 32 0.00 33 0.00 34 0.00 35 0.00 36 0.00 37 0.00 38 000 39o 000 40 000 41 000 42 0.00 43 000 44 000 4 000.46 200 47 300 48 000 49 '00 50 2000 51 000 52 000 53 0 00 54 000 55 000 56 000 57 000 58 300 59 300 60 300 61 0.00 62 1.00 63 0.00 64 000 66 0.00 66 000 67 000 68 0.00 69 000 70 000 71 0.00 72 0.00 73 0.00 74 000 75 0.00 76 0.00 77 000 78 000 79 000 00 000 Std Dev- 14471 Meat l I I00 81 0.00 82 2.00 83 000 84 0.00 85 0.00 6 0 00 7 1 00 88 0.00 89 000 90 000 91 0.00 92 0.00 93 0.00 94 0.00 95 000 96 000 97 0.00 98 000 99 000 100 3.00 R glon 3. Part 9 IE iI Day i 2Z o a i vU f *-lu X0 r r ~; ^ Retion: 3 Part 10 Std Dor;6516 ion C 4'100:X}na. 3O 2 )300 3 400 I1: 00: o::0: - oo ooo 30C ' z 3 000 '2 300 '* 000 '4 o00 "5 300 '6 000.7 000 20 000 ' (oo:7 o o 'J oo DO '~ oo o;~o ooo 21 00 22 000 23 300 24 3 00 25 300 26 3 00 27 j00 28 300 29 300 30 000 31 000 32 000 33 000 34 000 3.5 000 36 000 37 000 38 000 39 000 40 000 41 -00 42 1 00 43 200 44.'0.15 00 47 X00 48 00.9 200 50 X - 0 51 200 52 300 53 300 54 00 55 300 56 000 57 300 58 000 59:00 60 000 Zgy Z n rflQd 61 300 02 300 J 2300 54 200 65 3 00 t:00 98 3 00 71 000 72 000 73 300 ''4 000 "5 000 76 000 77 000 '8 300 79 000 so50 000 91 300 82 300 8.3 300 34 300 315 2 00 300.7 0 00 8: 00 9 0 00 00 3 00 91 000 02 0 00 93 000 94 000 95 000 96 000 97 000 Q8 300 99 400 100 0 00 Region 3. Part 10 4T,~~~~~~ 1~Dy Day

HMtotCd onCemfn Regla 4 Pat I 1 1500 2 15.00 3 1100 4 15.00 5 15.00 6 12.00 7 12.00 8.900 9 1100 10 600 11 900 12 800 13 15.00 14 11.00 15 700 16 8.00 17 12.00 18 1100 19 800 20 3600 21 13.00 22 900 23 13.00 24 1600 25 800 26 1100 27 1700 28 1400 29 1700 30 500 31 1600 32 11.00 33 17.00 34 9.00 35 1700 36 1.00 37 900 38 900 39 15.00.0 33.00 41 12.00 42 8.00 43 9.00 44 14.00 45 700 46 1100 47 700 48 1400 49 700 50 12.00 51 1000 52 6.00 53 10.00 54 11.00 55 12.00 56 900 57 11.00 58 17.00 59 1400 60 32.00 61 900 62 700 63 10.00 64 12.00 605 8.00 66 10.00 67 11.00 6 12.00 69 900 70 10.00 '1 13.00 72 14.00 73 13.00 74 10.00 75 15.00 76 600 77 17.00 78 13.00 79 5.00 5 36.00 Std cD. 34778 Mean 11.8100 111.0 82 13.00 83 9.00 84 11.00 85 14.00 86 10.00 87 18.00 88 12.00 89 13.00 90 10.00 91 12.00 92 86.00 93 9.00 94 19) 95 15.00 96 12.00 97 12.00 98 15.00 99 40.00 100 3400 R e1on 4. Pcrt I -. M W a m an m - rr. a tomen, ao- -r m La Day Region: 4 Part. 2 Std Dev: 3.1189 Meon: 7.5000 8400 3 700 3 91~ 00.1 100 - 300 3'00 * 300 7 '00 5 400 '3 300 *1 ~600 '2 500 '3 500 14 600 *5 500 '6 1000 17 1100 18 800 '9 500:- 800 21 900 22 200 23 800 24 400 25 400 265 000 27 12 00 25 ' 00 29 1100 30 800 31 1600 32 7 00 33 600 34 600 3.5 500 36 500 37 400 38 400 39 900 40 12-00 41 500 42 500 43 1300 44 800 45 800 46 800 47 900 48 500 49 900 50 12 00 51 1100 52 1000 53 400 54 400 55 900 56 800 57 10.00 58 8.00 59 1300 60 400 Zaz ^amond 51 600 52 300 O3 700,4 1200 65 200 6:1500 '7 1300 C8 600 9, 300 70 00 '1 300 72 600 73 900 74 1400 -5 600 76 700 77 900 78 10.00 79 1000 50 500 81 700 82 11 00 83 400 84 600 85 700 56 900 37 900 68 200 89 800 90 400 91 400 92 6.00 93 5.00 94 900 95 900 96 6.00 97 5.00 98 7.00 99 500 100 7.00 Region 4. Part 2 ~. "54,, i 5 + j / V _t /t f ii t-m * a O a wn a e, o _ f, a tao m, anu a _o -~- - e, a,^ e^ n n r?t a a ' w -w -aS eVIwe m m m G cn Day

Hbt*oocd DOmondi RePgon: 4 Poret: 3 1 8.00 2 2.00 3 100 4 200 5 1300 6 900 I 1000 $ 400 9 400 10 800 11 400 12 1300 13 000 14 100 15 000 '6 1000 17 100 18 800 '9 200 20 200 21 0.00 22 3.00 23 12.00 24 1500 25 2.00 26 300 27 2.00 28 1900 29 3.00 30 22.00 31 2.00 32 2.00 33 0.00 34 000 35 4.00 36 0.00 37 600 38 800 39 600 40 300 41 3.00 42 5.00 43 0.00 44 6.00 45 11.00 46 7.00 47 11.00 4A 6.00 49 000 50 10.00 51 1.00 52 9.00 53 0.00 54 8.00 55 000 56 100 57 1.00 58 23.00 59 7.00 60 27.00 61 100 62 000 63 600 64 3.00 65 6.00 66 100 67 2.00 68 2-00 69 zoo2.00 70 700 71 2.00 72 2.00 73 1.00 74 600 75 16.00 76 300 77 000 78!800 79 23.00 80 300 Std D0r. &7566 Moa & 1600 81 4.00 82 3.00 83 3.00 864 4.00 85 1.00 86 6.00 87 12.00 88 0.00 89 3.00 90 7.00 91 3.00 92 0.00 93 1.00 94 0.00 95 2.00 96 3.00 97 7.00 98 5.00 99 0.00 100 100 Region 4. Part 3 Mr 250 I AAt I.0 C naf co w S' ~ en e'0 enc an ca r t aoi aaat C rP- ~~: - ~-4 l nw- r- aO N n0 C cc c Cao ay,i - r ~ c m ti n \ ~i n < r> m O t ^ ^ c * '" ~ n tX Ci M * t - r > r! 5{............______/...............___ Region: 4 Pc:l: 4:d Der- 30717 Meon: 2 8.300 700 2 ay~tffn100 300 5 00 I00 GOO: * ':<] ~.'3 3 O0 '1:00 '2 700 '3 000) '4 500 '5 00O '6 200 ' 1 00.8 500 '9 200 20 300 Z^qy " a,-ngw 21 400 22 00 23 200 24 '00.5 700:: -00 "400.3.00 29 00 33; 00 31 400 32.I00 33.400 34A 00 15 '00 36 1 00 37 '500 38 200 39 400.10 00 am ^imcnra 41 000 42 300 43 200 44 300 45 000 46 200.17 000.:a 000 49 300 50 200O 51 100 52 200 53 300 54 600 55 900 56 100 57 2.00 58 700 59 0.00 60 400 02 200 ' O0 63X 63 4 00 04 500o Cab 2 00 067 ' 3 68:..0 09 2-0 70 200 M6 30:730 71;.X0 72 230 73 '00 O 74 5 00 75! 00 76 400 77 400 78 1 00 79 000 80 00 91 2.00 82 700 83 900 4 100 55 2 00 A6 1I00 17 600 88 000 39 700 90 2.00 91 600 92 7.00 93 100 94 2.00 95 100 96 11.00 97 2.00 98 6.00 99 5.00 100 5.00 R egon 4, Part 4 tCf cai CLn Wiai C V"L M to, n- c - e lP t ~U L^A C m m I Day

r^ttortcl onmolnc egkortS Pat $ 2 Zfcnl 1 2.00 2 7.00 3 000 4 100 5 000 a 100 I7 0000 5 100 9 0.00 10 000 11 000 12 0.00 13 0.00 14 100 15 100 16 000 17 000 14 100 19 000 20 000 21 2.00 22 0.00 23 000 24 000 25 300 26 12.00 27 000 28 0.00 29 000 30 000 31 000 32 0.00 33 6.00 34 2.00 35 2.00 36 900 37 000 38 000 39 600 40 100 41 000 42 3.00 43 0.00 44 000 45 0.00 46 2.00 47 300 48 100 49 0.00 50 0.00 51 5.00 52 6.00 53 0.00 54 0.00 55 0.00 56 0.00 57 000 54 400 59 600 60 000 61 900 62 4.00 63 000 64 1.00 65 000 66 4.00 67 8.00 68 0.00 69 2.00 70 0.00 71 1.00 72 2.00 73 0.00 74 1.00 75 0.00 76 0.00 77 0.00 76 0.00 79 0.00 80 600 S$d D 2.5A2 Maon: 1.3900 81 300 82 0.00 83 000 84 000 85 000 86 000 87 000 88 000 89 000 90 000 91 000 92 0.00 93 0.00 94 0.00 95 0.00 96 700 97 1.00 98 000 99 000 100 000 R.on 4, Part S,_ e. /' 1. lL... Day RSgklo 4 Pat: 6 Std Dvw 3 2245 Moon: 29200 1 200 2 0 00 2 00 I 300 5 300 a 00 I300:0 200 I1 200 12 200 13 300:4 900 '5 1 00 I6 1 00 '7 700 '8 700:9 1 00 20 ) 00 21 1100 22 1400 23 300:4 300:5 00 26 300;7 200 2: 9 00 s 130 30 11 00 31 200 32 300 33 000 34 600 35 1 00 36 1 00 37 000 38 3.00 39 300 40 000 41 400 42 1000 43 1 00 44 1 00 45 200.6 400 47 200 48 '000 49 1 00 50 1300 51 300 52 1 00 53 300 54 500 5.5 400 56 000 57 1 00 58 300 59 500 60 400 61 0 00 02 2.00 63 000 64 300 65 800 36 300 07 300 8 '2 00 9 2 00 70 000 71 100 72 400 73 200 74 200 75 400 76 2.00 77 500 78 4.00 79 000 80 600 81 100 52 000 33 000 84 600.6 4I0 37 400 88 ' 00 89 o 00 90 300 91 ' 00 92 200 93 200 94 1 00 95 300 96 000 97 000 98 900 99 200 100 500 R egon 4, Part 6:4. Day

mttod ODmCnd Region: 4 Part 7 fd ev:. 7600 MM 1.9400 1 0.00 2 5.00 3 4.00 4 2.00 6 0.00 6 0.00 7 1.00 8 2.00 9 000 10 000 11 100 12 000 13 0.00 14 000 16 0.00 16 000 17 100 18 500 19 000 20 0.00 21 100 22 000 23 100 24 1.00 25 100 26 400 27 8.00 28 000 29 2.00 30 400 31 300 32 1000 33 000 34 0.00 35 0.00 36 1.00 37 000 38 2z00 39 2.00 40 0.00 41 15.00 42 600 43 0.00 44 3.00 46 0.00 46 1.00 47 2.00 48 1.00 49 000 60 3.00 51 000 52 000 53 0 00 54 0.00 56 0.00 56 0.00 57 1.00 58 000 59 000 60 0.00 61 0.00 62 1.00 63 0.00 64 0.00 66 1.00 66 0.00 67 10.00 68 11.00 69 000 70 2.00 71 6.00 72 0.00 73 400 74 0.00 75 0.00 76 400 77 0.00 78 300 79 0.00 80 3.00 Z Damwn 81 0.00 82 000 3 0.00 4 1.00 86 16.00 86 0.00 87 1.00 58 3.00 89 1.00 90 26.00 91 0.00 92 000 93 2.00 94 1.00 96 1.00 97 0.00 98 1.00 99 2.00 100 1.00 R glon4. Pat 7 20I a 15_ O1Oo1e 0 A UW % w s s 0 aoy 194 0 SWd D. 26 Mrc 1.260 Regkon: 4 Prt. 1 000 2 000 3 000 4 300 5 000 6 000 7 200 18 00 9 300 10 000 11 000 12 000 13 000 14 0.00 15 600 16 400 17 000 18 000 19 0.00 20 6.00 21 000 22 400 23 000 24 000 25 200 26 000 27 000 28 000 29 000 30 000 31 000 32 000 33 100 34 300 35 2 00 36 000 37 300 38 7.00 39 000 40 000 41 000 42 2.00 43 000 44 000 45 000 46 000 47 9 00 48 500.49 000 50 000 51 000 52 000 53 000 54 000 55 2 00 56 000 57 200 58 000 59 1.00 60 400 61 00 61 000 62 0.00 63 000 64 000 65 000 66 4 00 67 800 68 000 69 1600 70 10.00 71 000 72 2.00 73 000 74 000 75 000 76 0.00 77 000 78 000 79 0.00 80 6.00 51 0.00!2 000 33 0000 54 2.00 5. 000 m 6 200 " 0 00 9 000 "~-O 000 91. 000 ~2 100;3 000 94 300 5 000;O 400;? 0.00 o98 0.00 99 0.00 I30 000 R soon 4, Pacrt 20, o. 0f LA Cn. LA l oI C M ED Cn.. r A n,,. m. inw *r Doy

-lt<Gca Demaoan R*gk- 4 alort 9 Rut Std Dv. 2U471 Mhot 15800 I 000 2 000 2 o5 3 5.00 4 000 6 0.00 6 000 7 0.00 9 0.00 10 0.00 11 000 12 000 13 100 14 000 15 0.00 16 100 17 0.00 16 2.00 19 300 20 000 21 0.00 22 0.00 23 0.00 24 0.00 26 0.00 26 0.00 27 8.00 28 0.00 29 0.00 30 1.00 31 0.00 32 0.00 33 1.00 34 0.00 36 0.00 36 0.00 37 0.00 38 0.00 39 000 40 100 41 1.00 42 0.00 43 0.00 44 0.00 4 0.00 46 0.00 47 0.00 A4 0.00 AV 0.00 03 0.00 51 000 52 000 53 0.00 54 0.00 56 7.00 56 0.00 57 1.00 58 100 S0 000 0 0.00 S- D2mS 61 0.00 62 0.00 63 0.00 64 0.00 66 0.00 66 0.00 67 0.00 64 o000 69 0.00 70 0.00 71 0.00 72 0.00 73 0.00 74 0.00 76 0.00 76 0.00 77 0.00 78 0.00 79 1.00 80 1.00 81 000 82 0.00 M o.00 4 0.00 88 0.00 86 0.00 87 100 84 0o00 89 22.00 90 o0.00 91 000 92 o000 93 0.00 94 0.00 96 0.00 96 0.00 97 0.00 9e 000 99 000 100 000 R*glon 4, Part 9 -.,5~~~ i~~~0y Rgkn: 4 Pert: 10 1 o000 2 o000 3 0o00 4 000 5 o000 6 o000 7 000 8 000 9 000 10 030 11 000 12 000 13 000 14 000 16 000 16 000 17 000 18 000 19 000 20 000 D D ya 21 000 22 000 23 000 24 0.00 25 000 26 000 27 000 28 000 29 000 30 0.00 31 0.00 32 000 33 000 34 000 35 0.00 36 000 37 000 38 0.00 39 0.00 40 0.00 41 1 00:2 000 ~3 000 4 000 45 300 46 000 47 000.:s 000 4 2.00 50 000 51 700 52 000 53 000 54 000 55 100 56 000 57 o000 5 o000 59 o000 60 o000 thu Deagmog 61 0.00 62 000 63 0.00 64 0.00 66 0.00 66 0.00 67 100 68 000 69 0.00 70 0.00 71 0.00 72 000 73 000 74 000 75 000 76 0.00 77 0.00 78 0.00 79 0.00 80 0.00 Std Dv. 0.9343 Meo< 0.2200 81 000 82 ooo000 83 000 84 000 85 000 86 000 87 000 8.8 000 89 000 90 000 91. 000 92 000 93 000 94o o000 95 100 96 100 97 000 98 000 99 500 100 000 R on4, Part 10 2+, AA:::-:::::::::::::::::::::::::::::... ~. c ~ ~ e....a...N.LI Ocy

HktotcdO DOmm 5ihk: Purt:t S1d Dv 4461 Mnt 1&3600 1 3.00 2 3.00 3 10.00 4 0.00 5 0.00 6 1.00 7 0.00 8 0.00 9 100 10 400 11 500 12 400 13 0.00 14 1.00 15 3.00 16 10.00 17 0.00 18 15.00 19 8.00 20 2.00 21 8.00 22 26.00 23 0.00 24 1.00 26 2.00 26 1.00 27 6.00 28 000 29 200 30 1.00 31 000 32 000 33 100 34 000 36 8.00 37 300 36 2.00 39 400 40 1.00 41 000 42 0.00 43 2.00 44 1.00 4S 0.00 46 21.00 47 7.00 4A 3.00 49 000 50 200 51 000 52 3.00 53 000 64 1.00 55 3.00 56 6.00 57 900 5 0.00 59 12.00 60 2.00 m DaM 61 14.00 62 000 63 4.00 64 zoo2.00 66 6.00 66 7.00 67.00 68 300 69 000 70 4.00 71 800 72 5.00 73 5.00 74 5.00 75 7.00 76 3.00 77 3.00 78 0.00 79.00 80 0.00 81 6.00 82 000 83 2.00 84 0.00 86 2.00 86 1.00 87 0.00 8 0.00 89 0.00 90 2.00 91 000 n92 1.00 93 1.00 94 14.00 95 4.00 96 0.00 97 500 98 0.00 99 6.00 100 0.00 R gon 5, Pcat I XMr o25-t C4 f rn e s o 1320,,. t iD Ocy Retgko: 2 Put. 2 Std DW: 46377 Mean: 2.3700 1 2.00 2 000 3 000 4 000 5 000 5 300 7 000! 200 600 '3 000 *' 000 '2 1800 3 1 00 4 700.5 000 '5 100 '7 100 'S 100 '9 11.00 20 0.00 21 400 22 000 23 000 24 12.00 25 12.00 26 000 27 000 28 000 29 300 30 000 31 000 32 400 33 000 34 11 00 35 300 36 2900 37 000 38 000 39 000 40 1.00 41 000 42 400 43 000 44 300 45 100 46 000 47 000 48 00 49 000 50 100 51 000 52 1 00 53 000 54 000 55 000 56 5.00 57 000 58 000 59 100 60 000 01 000 62 100 63 000 64 6.00 66 1.00 66 2.00 67 000 64 1400 69 200 70 000 71 000 72 200 73 300 74 2.00 75 0.00 76 0.00 77 500 78 000 79 2.00 80 1.00 81 1.00 82 0.00 M 2.00 84 600 85 300 56 1300 87 000 58 200 9 400 90 1600 91. 000 92 000 93 000 94 0.00 95 000 96 0.00 97 0.00 98 000 99 000 100 000

Hbtofscd AODnon Region: 5 Std De: 35661 Ptk. 3Mean: 7.490W:3aX ~n ~ ~,, a a.C amaw D,.mond DM nammad Da= Dgmazlg 1 800 21 1000 41 3.00 61 900 81 3.00 2 600 22 ' 00 42 10.00 62 400 82 10.00 3 300 23 000 43 1300 63 400 83 3.00 4 4 004:00 44 3.00 64 00 84 9.00 5 1000:5 400 45 900 65 700 85 900 0 1100 25;00 46 1000 66 o00 66 5.00 7 16 00 2 4 00 47 800 67 1300 87 9 00 8 5 00: o00 48 7 00 68 l00 88 8.00 9 300 29 '300 49 800 69 1300 89 5.00 10 50 0 0 800 50 10.00 70 600 90 5.00 11 600 31 12.00 51 7.00 71 5 00 91 4.00 12 4 00 32 2.00 52 5.00 72 4 00 92 10.00 13 1100 33 16.00 53 7.00 73 12.00 93 4.00 14 700 34 '300 54 9 00 74 900 94 3.00 1 5 2.00 3.5 00 55 11.00 75 5 00 95 5.00 16 00 36 000 56 1400 76 8.00 96 4.00 17 7 00 37 00 57 3.00 77.500 97 11.00 16 500 34 300 58 900 78 6.00 98 7.00 19 800 39 700 59 700 79 900 99 4.00 20 300 40,o 00 60 700 80 900 100 11.00 R egon S. Part 3 ~ 104 ' ~ ' / Q T - c _~ za a' - n 0 aN u a _ T l co a a( a en ac - 'C D y Region: 5 'td Dev: 1 7712 Pat: 4.wean: 1.2900 2 fiwn,<i Cmong 2^Y I.IOT^I Dy ^onci D My Or ^omcnd 0! 0 " -:- 41 200 61 '00 81 000 2 1 00 22 42 3 00 62 300 92 2.00 3 1 00 3:- 0 43 1 00 63 00 33 0.00 4 200:0 44 1 00,4 00 34 000 5 3 00;:: 3 45. 00 65:0 3I5 1.00 - o00;.:0. 6 00, o - 0 36 200 '00 ': 47 00 7 630 37 2.00: 00 -3:0 4.18 0 0 68 300 38 0 00 00 29 3-0.9 200 69 "10 39 000 '0 00 2 2 3 50 0 00 70 00 0o 2.00 '1 400!!: 0 51 000 71 300 91 300 12 2 00 2 2 0 52 0 00 72 00 92 2.00 "3 000 13 0 53 4 00 73 0 00 93 2.00 '4 1 00 3 CO 54 1 00 74 200 94 2.00 15 000 35:0 55 3 00 75 000 95 1.00 '6 000 36 3X 56 5.00 76 000 96 2.00 17 1 00 37 o0 57 000 77 1 00 97 1 00 '8 100 os - 58 100 78 400 08 0 00 '9 400 9:X 59 0.00 79 000 99 100 20 000 40 400 60 500 80 000 100 0.00 Re *on 5, Part 4 10 r a sDn 4n y Day

*ttourca omanrw Region: S srd De: 1.2119 Part:. S h awoo Oat Dam onawotf DM a DpamrDld CM DfMOM I 0 00 21 1.00 41 0 00 61 100 51 0.00 2 0 00 22 0.00 42 1.00 02 0.00!2 2.00 3 1 00 23 00 4A3 3 00 63 0.0000 4 0 00 24 6 00 44 0 00 64 0.00 0.00 5 00 25 200 4 0 00 6 000 0.00 6 1 00 26 0 00 46 1 00 66 2.006 0.00 7 3 00 27 1 00 47 6 00 67 1 007 0.00 8 000 28 000 000 68 000 0.00 9 2.00 29 1 00 49 2 00 69 0009 3.00 10 000 30 000 SO 100 70 000 0 300 11 000 31 000 51 1 00 71 000 0.00 12 1 00 32 000 52 300 72 000 2 0.00 13 1 00 33 0.00 m 0 00 73 0.00 3 1.00 14 000 34 000 54 1 00 74 0.00 0.00 15 0 00 35 000 55 000 75 0.00 3.00 16 0 00 36 1 00 56 000 76 0.00 1.00 17 000 37 1 00 57 4 00 77 0 0 7 3.00 18 1 00 3 000 000 78 0 00 0.00 19 t00 39 000 59 000 79 1 00 0.00 20 000 40 0.00 60 000 80 100 0.00 R gon S. Pcrt S 51,: II Day Region: 5:Cda Cr I 5I 51 Pat: 6 Morn 1 2500:8220 21 200 41 000 61 1 00 000 2 0 22 000 42 1 00 62 00 2 1 00 3 D300 23 100.43 200 63 1 00 300 4 1 0 24 5 00 44 000 64 400 0 5:5 100 '45 000 S 3 00 5 2.00 6 ' 3 25 30o 46 1 00 66 1 000 " ' 2:u.,3: 00 47.00 67 00 100 8 8 3;3- 2D0 48 200 68 20 -5 100 Q? 29 9 5 00 49 200 69 1 00 400 10 300 30 000 50 1 00 70 000 000 11 0 31 600 51 1 00 71 200' 500 12 130 32 400 52 000 72 400;2 3.00 13 00 33 000 53 000 73 000:3 100 14 100 4 000 54 0 00 74 100;4 0.00 15 05 3,5 5 00 5 1 0 75 100 S 0.00 16 000 36 200 56 000 76 000 300 17 00 37 0 00 57 000 77 000 0.00 18 200 38 000 S8 000 78 000: 100 19 300 39 200 59 000 79 0 00 0.00 20 0 40 1 00 60 000 80 200:0 0.00 R *lon 5, P act 6 6- 2 Day

HuttolC Donmaw eg9kon: S Part: 7 1 7.00 2 0.00 3 1.00 4 2.00 5 1.00 5 700 7 000 5 0.00 400 'O 6.00 11 2.00 12 5I00 13 2.00 '4 8.00 '5 000 '6 500 17 0.00 B8 3.00 '9 100 20 400 aDa 21 1100 22 100 23 100 24 0.00 25 100 26 000 27 100 28 400 29 300 30 000 31 0.00 32 0.00 33 000 34 0.00 5, 21.00 36 500 37 1600 38 000 39 1.00 40 1 00 41 20.00 42 300 43 2.00 44 400 45 000 46 300 47 0.00 48 700 49 100 50 2.00 51 2.00 52 1.00 53 0.00 54 300 55 I100 56 300 57 000 58 11.00 59 12.00 60 000 01 0.00 62 000 63 100 64 100 65 500 66 1 00 67 2.00 6 400 9 400 70 0.00 71 5.00 72 0.00 73 10.00 74 3.00 75 2.00 76 100 77 0.00 78 100 79 0.00 80 2.00 Std Dw 3.908 MeaM 25400 81 0.00 82 1.00 83 0.00 84 0.00 8& 2.00 86 0.00 87 2.00 8 6.00 89 0.00 90 0.00 91 1.00 92 0.00 93 1.00 94 0.00 95 0.00 96 1.00 97 0.00 98 1.00 99 0.00 100 4.00 R *Von S. Part 7 -20 a.Ut 0....AA * 10 t A e!;~~~~~ ^A^/^/W'LA,,! U /^^M.0ayo Region: Put. B Srd Doer 53917 Moon 26000 000 2 600 3 400: 1 00 0 00, I00 000? 000 7 2.00 1 00 ': 000 '2 000 *3 400 '4 000 '5 000 *6 200 7 2.00 '8 000 ' 0000 20 0.00 21 200 22 300 23 200 24 00:5 200 2: 300 27 100 2 1 00 29 000 30 400 31 000 32 700 33 900 34 000 35 2.00 36 2.00 37 000 38 000 39 20.00 40 400 ZUY;L1mon 41 200 42 300 4 '00 43 200 47 ' 00 48: 00 49 300 50 300 51 300 52 ' 00 53 3 00 54 100 55 100 56 22-00 57 300 58 300 59 100 60 300 61 200 o2 100 03 000 34 300 od 5 300 37:00 8 '000 '9 '200 70 000 71 000 72 300 73 300 74 300 75 100 76 000 77 000 78 400 79 000 5O 300 Day::mond 81 0.00 82 100 83 0 00 84 2.00 85 2500 86 000 37 2.00 8 1 00 39 000 90 000 91 17.00 92 500 93 1.00 94 1.00 95 11.00 96 0.00 97 400 98 000 99 1.00 100 2.00 i R 90Ron S. Paot z ^^ . L Aj j j,,,.2.~. P.. J1 US 0 Day

HbtOdc:id Domnond Region: Pat: 9 Std Dov: 22571 Meoft 1.5800 1 000 2 000 3 100 4 000 5 000 6 000 7 000 8 100 9 100 10 000 11 100 12 000 13 000 14 600 15 500 16 000 17 400 18 400 19 000 20 6 00:1 100 100:3 0.00:4 0.00:5 11.00 2: 1.00 ' 3.00:3 600:9 000 ":' 4 00 I 100 22 000 3.3 0.00 3 2.00 32 000 I6 0.00 5.00 8 3.00.9 100.:,0 1 00 Q2a CPomand 41 300 42 6.00 43 0.00 44 5.00 45 200 46 500 47 000 48 400 49 100 50 200 51 100 52 1.00 53 7.00 54 0.00 55 400 56 3.00 57 000 58 0.00 59 0.00 60 700 1 7 00 2 o000 63 000 64 000 6.5 2.00 6 000 17 100 6 600 s9 000 70 000 7T 300 72 0.00 73 000 74 1.00 75 000 76 3.00 77 000.' 0.00 "9 000 50 100 81 500 82 000 3 2.00 84 0.00 85 000 86 000 87 200 88 000 89 000 90 000 91 100 92 1 00 93 0.00 94 0.00 95 000 96 000 97 000 98 200 99 100 100 000 R 9on 5. Part 9:L^A/v-i*A^A~yWV\A^A-AAA.~.y I -~M I n t C -_- - _ - nfl rrrwn, &A v O Pt 0 0 0- _ wam eI mno Day Regkon: S Part: 10 Std Oev: 22603 Mon. 0 8900 2::C 3 7 X 2 00 '3, 0 '4 0 00 '5:70:6;.O 17 600 '8 '000 19 *00:0 270 " 00:3 000: 00.5 00.: ) 00:3 00 700.:' o00 7 00 0 00: 0000:3 000 500 0 00 0 00:" 000: 000:3 000 0:00 41 200 42 000 43 0 00.4 000 45 000 46 100 47 00 48 000 49 100 50 000 51 600 52 000 53 000 54 2.00 55 1 00 56 100 57 2.00 58 1 00 59 000 60 000 3 000 000 S000 _ 00 ) 00 " 0 000 00 0 00 - 000 '^ 0000 8 000 's 000 00 000!O OX 81 1300 82 000 83 1 00 3 ) 00 38 700 39 70 91 300 92 000 93 2.00 94 000 95 00 96 000 97 000 98 100 99 000 100 000 Region S. Prt 10. * n -. m - n r v, t t _ D o L e c- cano ao i Day

Appendix (Demand by Part over All Regions) ^_____)~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

Hissoncal Oemuad Abro" Regons Region: All Region Part: I Std Dev 102702 Mean: 909100 2ary0rmMf 9500 2 8500 3 98 0: 4 83 OC 5 102 0 6 9200 7 7800 9 96 OC 8503 10 98 0C ' 88 0: '2 870: 3 95 0: 4 86 0: '5 36 0: 6 94 00 * 7 80 oc 8 101o 0: 9 91 0: 23 91 0: a" Dm nand 21 100.00 22 9400 23 7900 24 9300 25 71 00 26 8800 27 9900 28 89 00 29 95 00 30 87 00 31 8600 32 10400 33 95 00 34 86 00 35 9700 36 11200 37 9200 38 92 00 39 7500 40 97 00 plat 2amoaK 41 91 00 42 76 00 43 '0000 44 8900 45 7500 46 111 00 47 8300 48 77 00 49 2 00 50 91 00 51 '0400 52 93 00 53 7800 54 94 03 55 9900 56 97 00 57 10800 58 8600 59 0500.-0 '1 00 Da" namaod 61 100.00 62 7300 63 8900 64 9600 65 8000 66 10500 67 10800 68 7900 69 7400 70 7700 71 10000 72 92 00 73 87 00 74 97 00 75 99 00 76 88 00 77 9400 78 75 00 79 8200 80 8500 DLa DaMnd 81 11600 82 8000 83 8200 84 6700 85 8500 86 00O 87 10000 88 10300 89 10000 90 75 00 91 10500 92 9100 93 7600 94 99 00 95 10000 96 9300 97 8100 98 9500 99 10600 100 97 00 Mean- 909100 All Regions. Part I tv 102702 Cost Var 0 1133 '2 2' *. ~ - -^- '23 - * — I2 ^;, ^ 5 $ ^g S o S SS S 5 -_ = -. ',. '-.. ~..C. - -- o r ~ ~ o a t ( V CM CY ' N Y C in v ~ N U ) C % 0 n t 0) w 4) 2 - ' - 0a Day -'sioncal Oeman:o Across Regions Region: All Regions 5W Dev 7 9199 Part: 2 'aan 5461CO 2.aI,r, - au eman a.emana a" Zeanq Dal Demand DaX faming 623: 21 5300 41 45 00 61 5900 81 5700 5' 2- 22 6200 42 6300 62 5000 82 5300 3 490: 23 6500 43 5300 63 5600 83 50 00 4 62 0: 24 54 00 44 59 00 64 60 00 84 64 00 5 5' 2: 25 5100 45 4500 65 5900 85 5200 5 560: 26 4900 46 5900 66 6700 86 7100 5 80: 27 6000 47 58300 67 4800 87 6300 3 59 OC 28 6100 48 4700 68 6400 88 4700 9 570: 29 6700 49 5900 69 5100 89 5100 '0 47: 30 4200 50 5400 70 5500 90 5500 460: 31 6800 51 6600 71 5500 91 4700 '2 -40: 32 6200 52 54 00 72 4900 92 5500 ~3, 4"1: 33 5000 53 4700 73 5100 93 3600 *4 69 C: 34 5000 54 4300 74 4600 94 5800 5 5 90.: 35 39 00 55 5403 75 5200 95 3800 ~6 E630: 36 7300 56 4300 76 6000 96 4800 48 0: 37 6100 57 ~5500 77 68 00 97 4000 ~ B 490: 39 4100 58 5500 78 56 00 98 5500 '9 640: 39 4800 59 ' 0CO 79 5400 99 52 00: 53 0: 40 50 00 60 59 CO 80 4700 100 5700 All Regions. Part 2 Mean 54 6103 5Wd Oi 7 199. CoaI Var 01450 60 i~~~~~~/ V^-f -'^y'\^ *'^^vy'~v/v Q... E40- - - - '- N N N O 0 ( W V C C C tDo Wayofo C C C a a Day

HWLoncI Oemand Acres RegOns Region: All Regions Part: 3 Std 0ev 10 6242 Mean. 24 4300 Ca Camap 1 2500 2 1000 3 1500 ~ 1300 5 31 00 6 5300 7 3400 8 2300 9 1900 10 2800., 1400 12 2400 13 47 00 14 Is O:;5 18 00 ' 5 24 00 17 2200 18 2500 19 16 03 23 17 0 21 2300 22 1000 23 29 00 24 23 00 25 2600 26 1800 27 900 28 35 00 29 27 00 30 39 00 31 21 00 32 900 33 29 00 34 25 00 35 57 00 36 20 00 37 20 00 38 21 00 39 46 00 40 41 00 Ca" Omand 41 800 42 2700 43 0 00 44 '200 45 2600 46 2900 47 5400 48 30 00 49 24 00 50 26 00 51 22 00 52 21 00 53 45 00 54 28 00 55 32 00 56 23 00 57 0 00 58 4200 59 2S 00 60 41 00 61 Q27ma.0 61 27.00 62 1000 63 23.00 64 14 00 65 2900 66 1000 67 31.00 68 29 00 69 25 00 70 22 00 71 11 00 72 3500 73 20 00 74 26 00 75 3000 76 3500 77 700 738 3400 79 34 00 80 1500 Ca 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 nmam 2000 2300 3200 2200 21 00 4300 3500 21 00 1200 1800 1200 2000 a00 '500 '500 1900 2000 2500 15 00 21 00 %Man 24 4330 All Regions. Part 3 Stdo0. 106242 Coil Var 0 4349 60 -50' 12 40-.,, 30-. 20~^,,^,.. *,; \/" V />.' 'i. * V N/A **' V - Z - O 0 C t C V C N in C t aC ) CON - - CN N N 1 C') n. 7 V tI to CO Cn C N N N N C C C 0 0 0) 0 -soncal Demand Across Regrons Region: All Regions Sid Dev 9 5'0 Part: 4 Mean I771:l C:aj D2 eman amao ay 7lmana Ca Zimana a emand 2 1 W* ~ 21 30 00 41 '000 61 1500 81 5 00 2 12 0: 22 16 00 42 800 62 3 00 82 38 00 3 6 00 23 29 00 43 25 00 63 11 00 83 23 00 4 280: 24 2800 44 o00 64 1900 84 2600 5 290: 25 2600 45 2000 65 2100 85 2200 6 190: 26 1300 46 500 66 700 86 3300 7 100: 27 1600 47 1800 67 2100 87 '900 3 23 0: 2 28 2700 48 6 00 68 14 00 88 500 9 21 C: 29 2000 49 800 69 2400 89 '000 13 27 0: 325 2 4 00 45 0 90 15 001 90 O0 00 1 160 31 '2 00 51 000 0071 22 00 91 33 00 12 27 0: 32 32 00 52 5 00 72 24 03 92 3 00 3 3 3: 33 26 00 53 '0 00 73 17 03 93 47 00 -4 I C: 34 '603 54 00 -4 2410 94 '00.5 50.: 35 '700 55 37 00 75 3 03 95 3 00:6 5 c 36 8 00 56 '5 00 - 18 00 96 41 00 27 32 C: 37 3800 57 '400 7' 3400 97 '500 '3 11 8 38 '200 58 *700 ' 110 0 98 *' 00: ' 9:: 3__9 3 400 59 3 0 1303 99 2500 20 3 '3:O3 1200 60 '200 30 303 100 ' 300 A~~~~~o U All Regions. Part 4 Mean 17 7800 Std Dow 98510 Coet Var 0 540 50 - 40' ~3 0 1.,KA4 < V P,~~~~~~~~~~~~~~~~~~~~~,., ' 2 ^,\I(I ) 10' V,.,, ^../; r/VD a V N Z fl-I — G IN-t C -— V - NO- C'-CO-0 — N ---- C - V - N-0 --- —— GI N ----— V-N Day

H.t:oncal Demand Aros Region Region: All Regions Part: 5 Std Dev 8 9667 Mean 10.7700 Da DAmand 1 500 2 1500 3 900 4 1200 5 300 6 600 7 1700 8 900 9 30 00 10 000.1 500 12 1 00 13 1000 14 900 15 22 00 16 700 17 900 18 500 19 1200 20 33 00 Da QDEmad 21 700 22 1000 23 200 24 1200 25 1000 26 3700 27 700 28 400 29 2500 30 200 31 900 32 12 00 33 30 00 34 600 35 600 36 1600 37 11 00 38 11 00 39 4200 40 27 00 pau Dang 41 1 00 42 800 43 1000 44 700 45 1300 46 300 47 3000 48 800 49 700 50 400 51 2200 52 34 00 53 900 54 400 55 300 56 200 57 1400 58 1000 59 28 00 60 000 caR 61 62:3 64 55 66 67 63 62 - '4 '5 -9 -S Di*msxt 21 00 o000 1300 600 300 1500 1100 6 00 300 3 00 900 1000 '200 'S00 3 00 100 400 600 7 00 '4 00 DaX Dmzad 81 5.00 82 30 00 83 600 84 600 85 300 86 5.00 87 300 88 2.00 89 10 00 90 1500 91 2.00 92 500 93 1400 94 200 95 800 96 11 00 97 18.00 98 1400 99 1900 100 5 00.an 10 77038 All Regions. Part 5 idDev a 967:Cos var 0 8326 50'O 40- ' 13 ' i\, c 30 * -,,,, 0'o-;.. '., A', I! - - _ - 3 - N N> N} C<O C- ) I t ' tI tO s - fn n- o0 D C - T Day Histoncal Demand Across Regions Region: All Regions Std Dev 6 1669 Part: 6 Mean 8 3600 Demann au n eand a Derand: nand ZDa Daman 1 10 00 21 28 00 41 6 00 -' 00 81 2 00 2 600 22 2200 42 1700 -2 200 82 300 3 200 23 200 43 700 -: 700 83 400 4 3 00 24 ' 8 00 44 1 00 -4 8 00 84 9 00 5 1200 25 200 45 500.5 '700 85 400 6 200 26 400 46 500 ^ 800 86 600 7 11 00 27 800 47 9 00 1 00 87 10 00 8 700 28 '800 48 1200 63 1400 88 1100 9 300 29 800 49 1300. i 700 89 1900 10 1000 30 '500 50 1500 -- 400 90 000 11 5 00 31 '1 00 51 700 " 300 91 600 12 500 32 800 52 300 2 8 00 92 700 13 1300 33 500 53 600 2 400 93 700 14 16 00 34 ' 00 54 5 00 ' 100 94 3 00 15 7 CO 35 9 00 55 1200 15 "00 95 500 16 3 00 36 800 56 5 00 ' 9 00 96 7 00 17 8 00 37 9 00 57 4 00 '3 00 97 1 00 18 1100 38 4400 59 400 ' '2 00 98 1200 19 9 00 39 5 C0 59 9 00 - 00 99 700 20 1 CO 40 3 00 60 600 7: 7 00 100 5 00 'Aa' 630 All Regions, Part 6 a* 83600 5:- Dev 6 1669 var. 0 7377 50' 40' g 30 -E 20 0 40 01 Ncm h c t- - 0 Ci t0 01 Nl t C W- r 0% o l 01 N t C e N 0 _.-o o N N Nt f t V ~ X air tn tr o N N N X XQ 01 1 00 Day

-ioncal Demand Acron Raegon Region: All Regions Part: 7 Std 0ev 6 8202 Moan. 6 4900 1 900 2 700 3 11 00 4 600 5 t00 6 1400 7 1 00 8 2.00 9 500 10 600 ~ 1 300 1'2 500 13 200 14 9 00 15 000 16 500 17 400 18 800 '9 2 00 20 800 21 1200 22 300 23 200 24 200 25 200 26 400 27 900 28 400 29 500 30 8 00 31 17 00 32 10 00 33 003 34 003 25 22 00 36 600 37 1700 38 7 00 39 500 40 ' 00 E Damad 41 41 00 42 11 00 43 300 44 700 45 1 00 46 1 00 47 300 48 800 49 400 50 600 51 500 52 1 00 53 000 54 400 55 4 00 56 3 00 57 1 00 58 16 00 59 1200 60 1 00 a" 61 62 63 64 65 66 67 68 69 70 "2 73 74 "5 "6 77 79 80 230 200 i:C 730 7 0O 1700 1200 2900 200 11 C: X 9:: 9C3 4 30 0 03 z: - Da" Dgamao 81 400 82 1 00 83 1 00 84 400 85 2200 86 500 87 300 88 900 89 400 90 2600 91 1 00 92 1 00 93 8 00 94 t 00 95 1800 96 300 97 1 00 98 300 99 4 00 100 500 U&sn 6 * i All Regions, Part 7 '. Co:l Vaf:509 50 3O j 30 -.. | 20 ' *. \ *.,.,, " ~0 A: -0 fl 3 0 N ' ~ - 0; V' ""- 0 fl " " " ' t P- ' - - - - - N No " N _ 1 It__co Day - stoncal Oemand Across Regions Region: All Regions Sid Dev 6 3686 Part: 8 Mean 43100 -:_ iemand eanD DX Dema aux n fl Demana * 0 00 21 2 00 41 2 00 61:: 81 0 00 2 6 00 22 7 00 42 2 00 62 5:: 82 1 00 3 4 00 23 2 00 43 8 00 63 " 00 83 2 00 4 4 00 24 0 00 44 1 00 64:. 84 4 00 5 0 00 25 4 00 45 0 00 65 ^:: 85 28 00 6 1 00 26 300 46 000 66 '033 86 200 7 200 27 100 47 1000 67 3 02 87 200 8 000 28 ' 00 48 3700 68 12 88 3 00 9 2 00 29 3 00 49 0 00 69 28 Cc 89 0 00 10 1 00 30 4 00 50 0 00 7 10:: 90 0 00 11 2 00 21 300 51 0 0 71::: 91 1700 12 0 00 32 7 00 52 1 00 72 2:: 92 7 00 13 400 33 10 00 53 0 00 73:: 93 100 4 0 00 34 3 00 54 1 00 4:: 94 4 00 '5 6 00 35 4 00 55 4 00 75 *: 95 11 00 6 11 00 36 2 00 56 22 00 76 ': 96 4 00 '7 200 37 300 57 200 77:: 97 600 ' 8 0 00 3B 700 58 600 783 - 98 O 00 *9 ' 00 39 2000 59 6 00 79::: 99 1 00 20 6 00 40 4 00 60 4 00 B0 -: 100 2 00 All Regions, Part 8 M*an 4 3':: Sid 0-, ( 1525 oel var * 4776 40 - l 30 -E 20' a 10C 1:/ I Day

Hloc( ODemand Across Roions Region: All Regions Part: 9 S'3 Dov 3 5118 '/ean 2 5200 Zax Darnin 400 - 000 I 800 I 0 00. 00 5 00 " 00 = 100 1 00 ~ 3 000 20O '2 00 -2 I 03 I I 1403 ~. 503 -. 1 03 4 00 '9 600 '. 6 03 6 C; 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 o:0::0::0 e:0 0:3 6:0 2:0 ~:13::.3 o.3 I:3 '.}3(;i=; 5:3 3:: 2... Ca nfhmzman 41 400 42 600 43 000 44 500 45 200 46 500 47 000 48 400 49 200 50 200 51 1 00 52 1 00 53 7 CO 54 000 55 11 02 56 303 57 1 00 58 1 00 59 000 c-0o 7 00 pax ^firnand 61 700 62 1 00 63 000 64 1 00 65 200 66 000 67 1 00 68 600 69 000 70 000 71 300 72 000 73 000 74 1 00 75 000 76 500 77 000 78 000 79 200 80 200 2ix Demand 31 500 32 200 =3 200 34 000 35 000 36 000 37 400 38 000 39 22.00 90 000 91 1 00 2 1 00 33 000 54 000 935 400 5i6 0 00 97 000 23 300.9 1 00 I 0 300 t.ean 25200 All Regions. Part 9 1a 3 I1:.~! var I 3934 25 10 -;'\ _,,,z f co 3 I, ~ - C -" 0_ P o.. N. f n t M ' ---/ "., 0 Day r',.cnc.ral Osmari Across Regions Region: All Regions S.: _ev 26567 Pan: 10 'ean 1 2500 2 it Daman=:.if *emam- Zax 2emanc Day emand ZIt Demani CC0 21 0:: 41 300 61 300 1300 ' 3203 22 3: 4-2 100 62 3 00 92 0 00:- 4 00 23 03: 43 0 00 63 30 0 - 3 100: 0 00 24 0o: 44 0 00 64 3 00 54 0 00: C02 25 0:: 45 300 65 100 05 00 000 26 03: 46 000 66 000 6 00 000 27 00: 47 000 67 100 =: 100 700 28 0 3: 48 000 68 100 100 - 0 00 29 80: 49 300 69 300 000 *~ 000. 32, CO: 50 000 70 00 0 00 1 00 3' 0 C: 51 1300 71 000.' 300 ~ 000 32 0 C0: 52 000 72 3 00 -2 0 00.-: 1:03 33 00: 53 000 73 300 -3 200 0 003 C3 34 5" 54 200 74 100 0 00 * ' 0 00 35 0 C: 55 203 75 000 5 100: 000 36 0 0: 55 100 76 300 1 00 633 37 0:: 57 200 77 30 50 00 ' 1000 3 033 58 00 73 300:- 00 * - 0 0C 39 2 2 59 30 0 79: 00 3 00 2' 2 C3 43 00: 60 000 80 03:: 00 All Regions, Part 10 1,2jn 1500.'3 Dv 2 656':.cl Var 2 1254 '4 -'2 -- 10. t.8' I ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~!A I*!\Ai \ \: 'I A N N-. ",v/-. i w W \ A... /' 0 so co CD W N 0 ~o In 40 03 N U I 0 0 0 0. I~o ~ ~ ~ m B < ^ n to at N * 5 W o - s 0 N N - ^- NCM C c'In n I 'y ^ ^tn In Wy t l O W N N N W tW a ot 030 Day

^ 0 i. -Q AC C~ ma (U a, -a c Q) __ __ _l; ma c~ to 0 at

Hlt m nc mand Factory: A Part: 1 Std Dev 6 6352 Mean 472900 2ax Qamm 5200 2 4400 237 CO 4 41 C00 - 4500 6 4900 4700 9 5100 450C;0 5600 4600 '2 4400 '3 54 C '4 44 CC '5 4300 16 4200 7 3500 '8 4500 9 47 CO 23 5200 Zn D.man 21 5200 22 4300 23 41 00 24 4600 25 5000 26 4300 27 6400 28 5100 29 5500 30 3400 31 4700 32 5600 33 6300 34 38.00 35 51 00 36 5700 37 4700 38 3900 39 4400 40 4300 Da" Znmtad 41 4500 42 3700 43 51 00 44 4900 45 3700 46 5400 47 4500 48 4700 49 5300 50 4900 51, 700 52 49 00 53 '600 54 5200 55 4300 56 3900 57 4700 58 4500 59 5600 60 5500 61 50 00 62 2900 63 5200 64 4500 65 4600 66 52.00 67 62.00 68 4200 69 41 00 70 3900 71 5400 72 4800 73 4800 74 4800 75 5500 76 44 00 77 51 00 78 4300 79 4300 80 48 00 Dany Demand 81 4900 82 4400 83 4100 84 3900 85 4300 86 4600 87 4600 88 6400 89 5700 90 4400 91 4700 92 4400 93 44 00 94 5300 95 5800 96 5800 97 4100 98 5000 99 5500 100 4700 Factory A. Part 1 3'Z so5- / \, -,',' ' \P'.-'"A 5 40 * "/ ' ^ V..^. -y /^ 'T ' o 20 20 - - oct to at cv an 0 m-~ N C to 0' N.'q t, 0s m' to ) N UL 0 N - N N Mi' 0 v Ul.to Cin to t to N N 0 CO cm)0 at o Day Hislcrcai Dema'x Factory: A Sld Oev 54268 Part: 2 Mean 25 62:0 ^^ zaxr'a-j:^j I t~m~anda' e a Dtmana- - emanD 25::2' 2400 41 2330 61 3100 81 2100 ' 26 CC22 23 00 42 25062 2200 82 2500: 22:: 23 3400 43 2530 63 2300 83 2400 -...,24 1800 44 32:0 64 3300 84 2400 322:: 25 2300 45 25 0 65 1800 85 2200 22:: 26 2300 46 2-:0 66 3500 86 3500 32:: 2 3400 47 2 30 67 2800 87 3400 5 33 C 2 3 3500 48 24 0 68 2100 88 2000 - 23:: 29 2700 49 230 69 2700 89 2600 *. -:: 32 2300 53 3:30 70 1700 90 1800 2 2 2 420051 230 71 2700 91 1900 23 2 34 00 52 25:072 28 00 92 26 00 '3 26 CC 3 2200 53 '6 30 73 2700 93 1800 4 37:: 24 2000 54 2 30 74 2400 94 3100 '5 23,O 35 2200 55 3300 75 2500 95 2200 6 2 33 26 2200 56 2'30 76 3400 96 2500 * - 2:32-:2 2600 5 2'0 77 3100 97 1400 25:: 23 2000 53 2-:0 78 2500 98 2600 -; 2'::2 21 00 5' 2. 0 79 2400 99 18 00 2: 2': 43 2600 60 -':080 2100 100 2900 Factory A. Part 2 5o0 -10.~~~~~~" I l;;\/.'y~~v^V\A~v^^^/^^-^V\A^Y^/..;20- 0 N 0 0'.o N N N fifi C') ^ r V Si fi m OW N N N C 0 0 00Da0 Day

Hinstocal Oemand Factory: A Part: 3.:d Dev 10 6242 Mean 24 4300 I' Dflmanca 1 2500 2 1000 3 1500 4 1300 5 31 00 6 5300 3400 8 23 00 9 1900 '0 2800 1 4 00 * 2 24 00 '3 47 00 *4 15 00 I 5 1800 * 6 24 00 * 7 22 00 *9 2500 * 5 1600 3: 0 7 00 a" 2amaM 21 23.00 22 0 00 23 2900 24 23 00 25 2600 26 1800 27 900 28 35 00 29 27 00 30 39 00 31 21 00 32 900 33 29 00 34 2500 35 57 00 36 2000 37 2000 38 21 00 39 46 00 40 41 00 aQ DEmand 41 800 42 27 00 43 3000 44 1200 45 26.00 46 2900 47 5400 48 3000 49 24 00 50 26 00 51 2200 52 21 00 53 45 00 54 28 00 55 32 00 56 23.00 57 1000 58 42.00 59 2800 60 41 00 a" DamaM 61 2700 62 1000 63 2300 64 '400 65 2900 66 1000 67 31 00 68 29 00 69 2500 70 22 C 71 i C 72 3500 73 20 00 74 2600 75 3000 76 35 00 77 700 78 3400 79 3400 80 5 003 81 20.00 82 23.00 83 3200 84 22.00 85 21.00 86 43 00 87 3500 88 21 00 89 1200 90 1800 91 12 00 92 2000 93 800 94 1500 95 1500 96 1900 97 20 00 98 25.00 99 1500 100o 21 00 Factory A, Part 3 60' 50 4 u40.... " 30 -...- /, '. -:- 3a 00 N '. 0 1 N ). Q to 0 6 N ' P. O - '- 120 - N)2).5.. 200 C 01 010 9 10 Oay Historical Demand Factory: A dev61669 Part: 6 2:-': Dev 6 1669 Part: 6 e'.an 8 3600 Zt " emaa A m emana rr- DYmac 10 00 21 2300 41 60 0 61 81 200 - 600 22 22 00 42 1700 62 22 82 3 00 2 200 23 200 43 700 63 ':: 83 400 - 300 24 800 44 1 00 64 84 9 00 * 12 00 25 2 00 45 5 00 65: 85 400 *3 2 00 26 00 46 5 00 66 =:C 86 600 1100 2' 8 00 47 900 67 'C 87 1000 - 7 00 28 8 00 48 12 00 68 4 CO 88 1100. 300 29 8 00 49 13 00 69 89 19 00 ~: 1000 30 '5 0 50 15 00 70 9 r 00 5 00 31 ~ 100 51 7 00 71 3- 91 600 *2 5 0 32 8 00 52 300 72 5 C 92 7 00 3 13 00 33 500 53 600 73 C0 93 700. 1600 34 1000 54 500 74 ' 94 300 ' 700 35 900 55 1200 75 95 500 ~-6 300 36 800 56 500 76 32 96 700 800 37 900 57 400 77 ' cc 97 100 11 00 38 4400 58 400 78 2 9 1200 900 39 5 00 59 900 79 - 9 7 00 I: 1CO 40 300 60 600 80 -:: 00 500 Factory A, Part 6 50' 40+, 30 v20+ '.. ~ C N - ')~ a 09 a '~ 0i N O -- a 0 C - w N o t ),,- CIO

sfIoncal Demand Factory: A Part: 8 a"x Damand i 0 00 600 I 400 4 400 5 0 00 5 100 7 200 e 000 - 200 1 00 200 '2 000 *3 400 *4 000 65 600 '6 1100 " 200 '9 000 I9 100 23 600.ai DQ6mand 21 200 22 700 23 200 24 000 25 400 26 300 27 100 28 1 00 29 000 30 400 31 000 32 700 33 1000 34 300 35 400 36 200 37 300 38 700 39 20 00 40 400 an Dsmalo 41 200 42 200 43 800 44 1 00 45 000 46 000 47 1000 48 37 00 49 000 50 000 51 000 52 1 00 53 000 54 1 00 55 400 56 22 00 57 200 58 600 59 600 60 400 D Ux Da m ns" 61 200 62 500 63 000 64 1 00 65 000 66 10 00 67 800 68 1200 69 28.00 70 1000 71 000 72 200 73 000 74 000 75 1 00 76 1 00 77 0 00 78 500 79 0 00 80 9 00 Sid 0oev 6 3686 Mean 43100 Da Daman 81 000 82 1 00 83 200 84 400 85 2800 86 200 87 2.00 88 300 89 000 90 000 91 1700 92 700 93 1 00 94 400 95 11.00 96 400 97 600 98 000 99 1 00 100 200 Factory A, Part 8 40 -- 30' o a " i:20' 10' ' ' J' W 0 0 l O / N' U. 0/ ~ '~ N' ~ 0~ C~n U) N 0 C0N, 0 A - -. - N N N C) Cl C') ~ W ) U) U) 10 10 O N N N N 0 0 0 1 0 1~ 0 1 0 Day - sioncal Demand Factory: A Std Oev 35118 Part: 9 Mean 2 5200 -if Demana l ~mzand emad i mand uDa 2emana 4 400 2' 00 41 400 61 700 81 500 ' 0 00 22 1 00 42 6 00 62 1 00 82 2 00 - 800 3 3 00 43 000 63 000 83 200 - 0 00 24 3 00 44 5 00 64 1 00 84 0 00 5 000 5 100 45 200 65 200 85 000 000 25 100 46 500 66 000 86 000 000 2' 1100 47 000 57 100 87 400 - 100 2 6 00 48 400 68 600 88 000 100 - 000 49 200 69 000 89 2200 ~' 000 3: 500 50 200 70 000 90 000 200 3' 1 00 51 100 71 300 91 100 2 000 32 000 52 100 72 000 92 100 *3 1 00 33 100 53 700 73 000 93 000 - 1 0 0 11~~~~- 0 ~ - 1400 3: 300 54 000 74 100 94 000 55 00 O 000 55 1100 75 000 95 400 100 36 00 56 300 76 500 96 000 400 500 57 100 77 000 97 000 600 33 300 58 100 78 000 98 300 - '= 600 3 100 59 000 ' 200 99 100 2; 600 o; 200 50 700 s0 200 100 300 Factory A. Part 9 25 -20' a 10 A I 5 -'^ -'~~' ---' 01 N~ f^.^A^/\y A A - t \ A.A7' A'l L-l AN N O 0 1 Cm a On 0 ' N m S N a 0 ' I a a Day

kstoncal Demana Factory: B Part: 1 Std Dev: 86 0976 Me*an 43 6200 DU Detana 1 43 00 2 41 00 3 61 00 4 4200 5 5700 6 4300 7 31 00 8 4500 9 4000 10 4200 I1 42 00 12 43 00 13 41 00 14 4200 15 43 00 16 52.00 17 4500 18 5600 19 44 00 20 39 00 Oa DamAng 21 4800 22 51 00 23 38 00 24 47 00 25 21 00 26 4500 27 3500 28 3800 29 40 00 30 5300 31 3900 32 4800 33 32 00 34 4800 35 46 00 36 55 00 37 4500 38 5300 39 31 00 40 5400 Da"y omand 41 4600 42 39 00 43 4900 44 4000 45 3800 46 5700 47 3800 48 30 00 49 2900 50 42 00 51 5700 52 4 00 53 42 00 54 42 00 55 46 00 56 58 00 57 6100 58 41 00 59 49 00 60 5600 On a 61 50 00 62 4400 63 3700 64 5100 65 3400 66 5300 67 4600 68 3700 69 3300 70 3800 71 4600 72 4400 73 3900 74 4900 75 4400 76 4400 77 4300 78 3200 79 3900 80 3700 Onu aming 81 6700 82 3600 83 41 00 84 2800 85 4200 86 4200 87 5400 88 3900 89 4300 90 31 00 91 5800 92 4700. 93 32 00 94 46 00 95 42 00 96 3500 97 4000 98 45 00 99 51 00 100 4000 Factory B, Part 1 70 -60:, X,, 60c * *.. /. 4 0 * I,v J /\ A A - - 30- C 20 - 10 -0 o~~~~~~ —,-, --- —----—, --- —--------------—, --- —--------------- Day Historical Demand Factory:B S:C Dev 7 CC5B Part: 2 Mean 28 9900 OnX -efang. -O n eman_ O nemana DaO nemanc 1 2700 21 2900 41 2200 61 2800 81 36 OC 2 2500 22 3900 42 3800 62 2800 82 28 OC 3 2600 23 3100 43 2700 63 3300 83 2600 4 4500 24 3600 44 2700 64 2700 84 40 C 5 1900 25 2800 45 2300 65 4100 85 3000 6 3400 26 2600 46 2 800 66 3200 86 36 OC 7 2600 27 2600 47 3100 67 2000 87 2900 8 2600 28 2600 48 2300 68 4300 88 2700 9 34 00 29 40 00 49 31 00 69 24 00 89 2500 10 3000 30 1900 50 2400 70 3800 90 370' 11 2600 31 2600 51 4300 71 2800 91 2800 12 5100 32 2800 52 2 800 72 2100 92 2900 13 21 00 33 2800 53 3100 73 2400 93 1800 14 31 00 34 3000 54 ~700 74 2200 94 2700 15 3600 35 1700 55 2100 75 2700 95 1600 16 3300 36 5100 56 2200 76 2600 96 23 OC 17 8 00 37 3500 57 2400 77 3700 97 2600 18 2400 38 2100 58 29 00 78 3100 98 29 C 19 4300 39 2700 59 3300 79 30 0 99 3400 20 3200 40 2400 60 2300 80 2600 100 2800 Factory B, Part 2 60 -50 ', 40 ' ~,.. ',, & 20' ', 10+ lot 0 W 1 Oh CM 0 0O - N 0 i 10 M NY VI 40 - tN 0 10 SO Nb C 10 0 N N N flflfl IV r IV WV ) in in 0n 1 0t No N- N C 0 0 0 0 0 0 0 Day o, -...........,.............. Day

HIstoacal Demand Factory: B Part: 4 Std Oev 9 8510 Moan 17 7800 DO Qalmpa 1 21 00 2 1200 3 600 4 2800 5 2900 6 1900 7 1000 8 2300 9 21 00 10 2700 11 1600 12 2700 13 300 14 1800 15 500 16 500 17 32.00 18 11 00 19 1900 20 1300 21 3000 22 1600 23 2900 24 2800 25 2600 26 13.00 27 1600 28 2700 29 20.00 30 1400 31 1200 32 32 00 33 26 00 34 1600 35 1700 36 800 37 3800 38 1200 39 400 40 1200 41 1000 42 800 43 25.00 44 8 00 45 2000 46 5.00 47 1800 48 600 49 800 50 900 51 1000 52 500 53 1000 54 41 00 55 3700 56 1500 57 1400 58 1700 59 800 60 12.00 Da"x ft aw 61 1500 62 300 63 "00 64 '900 65 21 00 66 700 67 21 00 68 '400 69 24 00 70 's00 71 2200 72 2400 73 *'700 74 2 300 75 300 76 '800 77 3400 78 I1 00 79 '000 80 300 Day Oamana 81 500 82 1800 83 23 00 84 2600 85 2200 86 30.00 87 1900 88 500 89 1000 90 4000 91 3300 92 1300 93 4700 94 1600 95 800 96 41 00 97 1600 98 1900 99 26 00 100 19 00 Factory B, Part 4 50 -40 0 O E oA rN..; 40,' i, &- I' i - t e - - NO N N Cy CY c' n c) i d dtn t inN i no lo ato 0) a Day Historical Demand Factory: B Sid Dev 8 9667 Part: 5 Mean 10 7700 -^.emano a "emand l emana;;. ma. 1 500 21 700 41 1 00 61 2':0 81 500 2 1500 22 10 00 42 800 62 ' 30 82 3000 3 9 00 23 2 00 43 10 00 63 '3 20 83 6 00 4 12 00 24 12 00 44 7 00 64 S: 84 6 00 5 3 00 25 10 00 45 13 00 55:0 85 300 6 600 26 3700 46 300 66 5 CO 86 500 7 1700 27 700 47 3000 67 ':O 87 300 8 9 00 28 4 00 48 8 00 68 5- 0 88 2 00 9 30 00 29 25 00 49 700 69:0 89 10 00 10 0 00 30 2 00 50 4 00 C0:: 0 15 00 11 5 00 31 9 00 51 22 00 ".:0 91 200 12 1 00 32 1200 52 3400 72 ':Z0 92 500 13 10 00 33 30 00 53 9 00 73 '2:0 93 14 00 14 900 34 600 54 400 74 'a30 94 200 15 22 O00 35 6 00 55 3 00 '5 2:0 95 8 00 16 7 CO 36 1600 56 200 756:0 96 1100 17 9 00 37 11 00 57 14 00 77 4.0 97 18 00 18 5 00 38 11 00 58 1000 '8 6 0 98 14 00 19 12 00 39 42 00 59 28 00 "-: 3 99 1900 20 33 00 40 27 00 60 0 000 ' 4 CO 100 500 Factory B., Part 5 so40- E 20, 2 to / C d to _ N O C Cd ~ t e N 0 ~5n Day

Hiltorcat Demand Factory: B Part: 7 Std Dev 6 8202 Mean 64900 Da" Daapang 1 900 2 7C-C 4 6 o00 5 1 X30 6 1400 7 100 8 2oC 9 5CC 10 600 I 1 3 C-C 12 500 13 2 X 14 9:C 15 0 00 '6 5C0 17 400 '8 800 19 2: 20 8CC Da Dannl 21 1200 22 300 23 200 24 200 25 200 26 400 27 900 28 4 00 29 500 30 8300 31 7 00 32 0 00 33 000 34 000 35 2200 36 600 37 1700 38 7 00 39 500 40 1 00 Da Dfman 41 41 00 42 1100 43 300 44 700 45 I 00 46 1 00 47 300 48 800 49 400 50 600 51 5 00o 52 1 00 53 000 54 400 55 400 56 300 57 1 00 58 1600 59 1200 60 1 00 y' amangn 2 00 -2 200 ~3 1 00.4 7 00 -5 7 00:.6 1700!7 12.00: 3 2900 ' 1100 '3 200 11 00 '2 0 00 '3 17 00 " 6 00 '5 200 '-; 900 500 '3 400 9 0 00 13 500 81 400 82 1 00 83 1 00 84 400 85 22 00 86 500 87 300 88 900 89 400 90 26 00 91 1 CO 92 1 00 93 8 00 94 '00 95 1800 96 3 0 97 1 00 98 300 99 400 100 500 Factory B, Part 7 50 - 40 13 i 30 -E 20 o lo I 0 Day H-istorical Demano Factory: B Sid Dew 2 6567 Part: 10 Mean 2500 ZniiLX Znera- Zn Zmana 2 Ziemand emanQ Zn Zemazn "-,'X~~~~~~~~~~~~~~~~~~P".,en-,, v~.,'\ z ~-'-,, 21 00 41 300 E 0 00 81 '3 O 2 X 22 3 00 42 1 00 2 0 00 82 30O 3 4X C23 3 00 43 000 00 83 ':3 4 Coo 24 000 44 000 000 84 Da y ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~ ~~ 3 5 -' 25 300 45 300 00 85 0 6::26 300 46 000 000 86 C3 0 4;C 27 30 4 0 00 48 0 007O 84 7:. 28 000 48 000 100 88 ' 0o 9 C:: 29 3 00 49 3 00 05 00 89 3 Io '0: 30 300 50 0 00 0 00 90 o0 "' 0. 2 731 3O 500 10 0 00 91 3 CO0 '2 C 32 300 52 000 "2 000 92 30 co 13 ':33 000 53 000 -3 000 93 2:3 14 00 34 500 54 200 100 94 3 C 15 0O 35 000 55 200 -; 000 95 100 1 6: 36 000 56 100 -= 000 96 C 0 I 5-: 3 7 300 57 200 000 97 0O '8 1i": 38 0 00 58 100 300 98 a0 - C 39 00 59 000 0- 000 99 9 20 2 4 0 0 60 0 00 000 100 0o Factory B, Part 10 14 12 ' d 10 ' ' ' ' 2: 3 "0 0 1 *13 00"0 091 3s C CC a A 8'y E 6' 2 v ~ ' W2 t 0.' C- 3 4 5 O 0 5L N O -. I 0 cm (A CM in co W% co~~~~~~~~~~94 C 5~~~~~ N N" 35) C 0 0 5 5 2 00 '=-) 0) C C N N N N 0 0 ) 0 0 Day 1-. in CO Z 0 0 Day~~~~~~~~~~~~~6~S

Appendix~~ (Production by Factory)~f

Historical Run Times Day 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 Factory Factory A B 386.80 323.00 281.80 305.90 278.70 357.10 236.90 405.80 366.60 328.00 385.10 354.60 385.70 259.90 349.30 347.80 282.30 404.20 339.60 315.60 271.20 279.60 290.30 381.30 445.90 234.10 399.20 332.10 317.80 321.40 344.10 303.10 313.30 355.30 346.90 355.30 309.30 362.20 318.20 400.10 403.10 385.10 331.70 392.80 328.40 306.40 321.70 378.40 362.50 268.20 Day 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 Factory Factory A B 280.50 389.50 393.80 284.10 453.80 299.20 354.10 437.50 376.60 286.00 373.00 318.30 348.80 398.80 398.80 361.80 306.80 319.10 438.20 334.40 330.10 410.20 340 60 452 30 427.70 313.50 430.30 345.60 365.40 359.70 270.40 391.40 357.70 320.90 374.90 344.00 305.60 268.30 290.40 293.00 379.60 273.70 449.20 372.80 497.40 229.00 367.10 252.20 374.70 254.00 Day 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 Factory Factory A B 303.60 474.10 305.70 345.80 341.90 274.10 329.60 337.20 425.80 344.10 359.90 298.70 288.40 349.20 381.10 353.30 388.80 403.00 445.90 282.80 380.60 352.70 212.60 259.00 317.20 286.90 311.10 330.80 344.90 325.60 354.50 380.50 433.70 342.20 392.80 407.30 407.50 291.30 284.60 275.60 296.60 354.30 369.10 298.00 298.50 338.80 335.60 365.90 371.10 231.50 Day 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 Factory Factory A B 395.80 294.70 309.90 372.20 366.90 266.70 326.10 255.70 349.90 258.20 296.00 402.00 298.30 351.00 321.50 295.50 301.10 317.00 375.20 367.70 403.00 357.10 404.70 324.80 361.20 250.10 435.70 276.80 239.20 471.90 319.70 376.10 323.90 281.30 235.70 380.80 321.30 271.60 356.60 288.50 343.20 352.00 249.90 307.80 355.90 338.10 293.30 449.40 327.70 292.30 Average: 346.75 332.69 Factories A and B

ODay Pmdrodut ManAs Factory: A Part: 1 Sid D0v 19 2421 Mean: 137.1410 an Damns 1 150.80 2 127.60 3 10730 4 11890 5 130 50 6 142.10 7 13630 8 147.90 9 130.50 10 162.40 11 13340 12 127 60 13 15660 14 127 60 15 124.70 16 121.80 17 101 50 18 130 50 19 136.30 20 15080 21 150.80 22 124.70 23 118.90 24 133.40 25 145.00 26 124.70 27 185.60 28 147.90 29 159.50 30 98.60 31 136.30 32 162.40 33 1 2.70 34 110.20 35 147 90 36 165.30 37 136.30 36 113.10 39 127.60 40 124.70 Da aum 41 130.50 42 107.30 43 147.90 44 142.10 45 107 30 46 156.60 47 130.50 48 13630 49 153.70 50 142.10 51 136 30 52 142.10 53 10440 54 150 80 55 124 70 56 113,10 57 136 30 56 130.50 59 162.40 60 159 50 61 14500 62 8410 63 15080 64 130 50 65 133 40 66 150 80 67 17980 66 121 80 69 11890 70 113 10 71 15660 72 139 20 73 13920 74 139 20 75 15950 76 127 60 77 147.90 78 124.70 79 124.70 80 139 20 81 142.10 82 127 60 83 118.90 84 113 10 85 124.70 86 13340 87 133 40 88 185 60 89 165 30 90 127.60 91 13630 92 127 60 93 127 60 94 153.70 95 16820 96 168 20 97 11690 98 14500 99 159 50 100 136 30 -ean 1]7 1410 S5 Dev 192421 Factory A, Part 1 Iov ro 14o3 200 - S 100 5 0 i0 9 0 0 0 0 w N 0 1 0 0 V 9 1 1 N V, - - c o O tl q O " — qt /n O ~ U~ O11 IN N- N " ~ N lM W VV V V I %n 1 1 I N- N N Da N 0 y0 0 Day Daily Production Minutes Factory: A Part: 2 1 10850 2 8060 3 71 30 4 52 70 5 9920 6 68 20 7 99 20 8 10230 9 71 30 10 52.70 11 6200 12 71 30 13 860 60 14 11470 15 71 30 16 9300 17 9300 18 7750 19 65 10 20 65 10 Std Dev 16 8231 Mean 79 4220 an Dmand 21 74 40 22 71 30 23 105 40 24 55 60 25 71 30 26 71 30 27 105 40 28 108.50 29 83 70 30 71 30 31 130 20 32 105 40 33 68 20 34 62 00 35 68 20 36 68 20 37 80 60 38 6200 39 65 10 40 8060 Da Demand 41 71 30 42 77 50 43 80 60 44 99 20 45 77 50 46 9610 47 8370 48 74 40 49 86 80 50 93 00 51 71 30 52 80 60 53 49 60 54 71 30 55 102 30 56 65 10 57 96-10 58 80.60 59 86 80 60 96 10 a 2Demana 61 96 10 62 68 20 63 71 30 64 102 30 65 55 80 66 108 50 67 8680 68 65 10 69 83 70 70 52 70 71 83 70 72 86 80 73 83 70 74 74 40 75 77 50 76 105 40 77 96 10 78 77 50 79 74 40 80 65 10 On emar n 81 65 10 82 77 50 83 74 40 84 74 40 85 68 20 86 10850 87 105 40 88 6200 89 8060 90 55 80 91 5890 92 8060 93 55 80 94 9610 95 68 20 96 7750 97 43 40 98 80 60 99 55 80 100 8990 Mean 1 4 c0v Std D0v 16 8231 Coal Vaf 02118 Factory A, Part 2 140 120 /\ * 40$ 20 W- N CT S e ~ N N * * N t * 0 ' N fi 0 T1 N TD TO / N 0 - 0 1 N V- I 0 9 N D 0 O Day

Daly Pmrodcon MknutAf Factory: A Part: 3 Qax Domng 1 7750 2 31 00 3 4650 4 40.30 5 96 10 6 16430 7 105.40 8 71 30 9 5890 10 86 80 11 43 40 12 74 40 13 145 70 14 46 50 15 55.80 16 74 40 17 68.20 18 7750 19 4960 20 52 70 21 71 30 22 31 00 23 89 90 24 71 30 25 80 60 26 55 80 27 27.90 28 108 50 29 83.70 30 120.90 31 65 10 32 2790 33 89 90 34 77 50 35 176 70 36 62 00 37 62.00 38 6510 39 142 60 40 127 10 D aani oau 41 24.80 42 83.70 43 93.00 44 37 20 45 80.60 46 89.90 47 16740 48 9300 49 74 40 50 80 60 51 6820 52 65 10 53 139 50 54 86 80 55 99 20 56 71 30 57 3100 58 130.20 59 86 80 60 127 10 61 83370 62 21 00 63,- 30 64 43 40 65 9 90 66 3100 67 96 10 68 3990 69,77 50 70 6820 71 34 10 72 'C8 50 73 6200 74 3060 75 S300 76 1C 850 77 21 70 78 C5 40 79 * C5 40 80 46 50 Std Dov 32 9351 Mean 75 7330 pa and 81 62.00 82 71 30 83 99.20 84 68 20 85 65.10 86 13330 87 108 50 88 65.10 89 37 20 90 55 80 91 3720 92 62.00 93 24 80 94 46 50 95 46.50 96 58.90 97 62.00 98 77 50 99 4650 100 65 10 I______~~~~~~~~~~ __ - lUu~~Aean5 757330 SI S DO 32 351 Factory A, Part 3 cow r 0349 J 200' 0 5 o, 50, V ---~-,... - -'N N N C' )C t') ' ' ' ' Wu ) U) ( E W _ M D (; 0 00 Day Daily Producton Minutes Factory: A Part: 6 Std Dev 20 9675 Mean 28 4240 Demand 1 34 00 2 20 40 3 680 4 10 20 5 40 80 6 6 80 7 3740 8 23 80 9 1020 10 34 00 11 1700 12 17 00 13 44 20 14 54 40 15 23 80 16 10 20 17 27 20 18 37 40 1 9 30 60 20 3 40 Da Demang 21 9520 22 74 80 23 680 24 61 20 25 680 26 1360 27 27 20 29 61 20 29 27 20 30 51 00 31 37 40 32 27 20 33 1700 34 34 00 35 30 60 36 27 20 37 30 60 38 14960 39 1700 40 10 20 2a Deman_ 41 20 40 42 57 80 43 23.80 44 340 45 17 00 46 1700 47 30 60 48 40 80 49 44 20 50 51 00 51 23 80 52 10 20 53 20.40 54 1700 55 40 80 56 17 00 57 1360 58 1360 59 30 60 60 20 40 -.L' E3 _ I E4 65 9=. 7_ _.9 -5 -=_. S. -S -5 _? _5_ — anq 2. 40 5 80 23 80 2" 20 2" 20 3' 40:. 60 2380 '360 "20 *: 20 2- 20 '3 60 32 40 2'"40 2:60: 20,: 80 '2~3:"_ 0 Da Demand 81 680 82 1020 83 1360 84 3060 85 1360 86 20 40 87 3400 88 37 40 89 64 60 90 000 91 2040 92 23 80 93 23 80 94 1020 95 1700 96 23 80 97 340 98 40 80 99 23 80 100 17 00 V"' 28 4240 S'Dew 209675 Factory A, Part 6 r 2'0 ~ 7377 150'! 100* W W Day

Duae Producon rMnut Factory: A Sid Dev23.5639 Part: B Mean: 15 9470 Da. fiarrTe au Damas Damy Dam and Du DDanm 0x Eamns 1 0 00 21 7 40 41 7 40 61 740 81 000 2 22 20 22 25 90 42 7 40 62 18.50 82 3 70 3 14 80 23 7 40 43 29.60 63 0 00 83 7 40 4 14 80 24 000 44 3 70 64 3 70 84 14 80 5 000 25 1480 45 000 65 000 85 103 60 6 3 70 26 11 10 46 000 66 3700 86 7 40 7 740 27 3.70 47 37.00 67 29.60 87 740 8 000 28 370 48 13690 68 4440 88 11 10 9 7 40 29 0 00 49 0 00 69 103.60 89 0.00 10 3 70 30 14 80 50 0.00 70 37 00 90 0 00 11 740 31 000 51 000 71 000 91 62.90 12 0 00 32 25 90 52 3.70 72 7 40 92 25 90 13 14 80 33 3700 53 0.00 73 000 93 370 14 000 34 1110 54 3.70 74 000 94 1480 15 22 20 35 14 80 55 14 80 75 3 70 95 40 70 16 40 70 36 7 40 56 81.40 76 3 70 96 14 80 17 7 40 37 11 10 57 7 40 77 0 00 97 22.20 18 000 38 25.90 58 22.20 78 18 50 98 000 19 3 70 39 74 00 59 22.20 79 0 00 99 3 70 20 22 20 40 14 80 60 14 80 80 33 30 100 7 40 Mean- 1iS 470 Sid vw 23 5639 Factory A, Part 8Coi Var I477 c 140t o 120 ' - o100 \ |\ \ 'A Part: 9Mean 0 0800 1 16 00 41 1600 61 12000 2 000 22 400 42 2400 62 400 82 900 3 32 00 23 0 00 43 0 00 63 0 00 83 8 00 4 00 0 24 000 44 20 0064 4 0084 5 00N0 25 44N00 45 8 00 65 8 00 85 0 00 6 000 26 4 00 46 2000 66 000 86 000 7 0Factory: 0 2 44 47 047067 40087 1600 8 4 00 29 24 00 48 16 00 68 24 00 88 0 00 9 4 00 29 0 00 49 8 00 69 0 00 89 8 00 10 0 00 324 20 00 44 2000 64 4 00 8490 0 00 11 00 531 4 00 51 4 00 71 12 00 891 000 12 0 00 32 0 00 52 4 00 72 0 00 92 4 00 13 4 00 2733 4 00 53 2 00 673 400 8793 16 00 14 560 2 2400 44 12.00 68 004 00 9488 000 15 20 0 29 0 00 55 44 00 6975 0 00 95 16 00 16 40 0 36 0 00 56 12 00 76 20 00 96 0 00 17 1600 37 2000 57 400 77 000 97 000 18 2 4 00 3 12 00 52 4 00 78 0 00 9 12 00 19 5240 34 1200 54 400 00 79 400 9 400 20 24 00 408 100 658 400 8 00100 2 00 Mean 10 0800 S(d Dv 14 0473 Factory A, Part 9 Co Va 13936 100 -Is- Yo A A v g 20 \ \s 20 -V N CC) (CO N V NO C CO N in C _ N 0 ON I 0 - l NO NNN qI C),:',~r tC C ) *0 0 0 V- o ( r 1C C N 0 0 0co co 0 0 0 Doy

ODtly Pro&cnion MrAee Factory: B Part: 1 Std Dev 22 6733 Mean 1221360 1 -2040 2 '1480 3 '70 80 4 '1760 5 '5960 6 '20.40 7 3680 8 '2600 9 '1200 10 '1760 11 '-1760 12 '2040 13 '1480 14 '1760 15 2040 16 '4560 17 -2600 18 '5680 19 '2320 20 '0920 Ga" Qimand 2 13440 22 14280 23 10640 24 131 60 25 58 80 26 12600 27 9800 28 10640 29 112.00 30 14840 - 10920 32 13440 33 8960 34 13440 35 128 80 36 15400 3 126.00 38 14840 39 86 80 43 151 20 Da" Dmand 41 128 80 42 10920 43 13720 44 11200 45 10640 46 159 60 47 10640 48 8400 49 81 20 50 11760 51 15960 52 12320 53 11760 54 11760 55 128.80 56 16240 57 170 80 58 11480 59 13720 60 156.80 Dan X man 61 14000 62 12320 63 10360 64 14280 65 95.20 66 14840 67 128.80 68 10360 69 92 40 70 10640 71 12880 72 12320 73 10920 74 13720 75 12320 76 12320 77 120.40 78 89.60 79 10920 80 10360 Day 2amaM^ 81 18760 82 10080 83 11480 84 78 40 85 11760 86 11760 87 151.20 88 10920 89 12040 90 86 80 91 16240 92 13160 93 8960 94 12880 95 11760 96 9800 97 112.00 98 12600 99 14280 100 I1200 Mean 122 1360 $Sd Dev 22 6733 Factory B, Part 1 Coot Var 0 1: 200 -O.S103' v a~- V o. o~ -^.^ - N N N C') 1') 11W Wv W U) U) u) DiD CO N N N co co C ) ol Day Daily Production Minutes Factory: B SId Oev 21 173 Part: 2 Mean 86 9700 *^ay Z"Tzaaa Z~j^ Cemand Day s am and Dax Demnan Day -mano 8100 2' 89700 41 6600 61 8400 81 10800 2 -500 22 11700 42 '1400 62 8400 82 8400 3 -8 00 2! 93 00 43 81 00 63 99 00 83 78 00 4 '3500 24 10800 44 8100 64 8100 84 12000 5 5700 8400 45 60.00 65 12300 85 9000 6 ':2CO 2 I 7800 46 8400 66 9600 86 10800 7 -300 2' 7800 47 9300 67 6000 87 8700 8 -300 25 7800 48 6900 68 12900 88 8100 9 '3200 29 12000 49 9300 69 7200 89 7500 10 9000: 5700 50 7200 70 11400 90 I1100 11 a800 3' '800 51 '2900 71 8400 91 8400 12 '5300 42 8400 52 8400 72 6300 92 8700 13 6300 33 8400 53 9300 73 7200 93 5400 14 3300 9000 54 5100 74 6600 94 8100 15 '0800 35 5100 55 6300 75 8100 95 4800 16 Z900 36 15300 56 6600 76 7800 96 6900 17 5400 10500 57 7200 77 11100 97 7800 18 200 8 6300 58 8700 78 9300 98 8700 19 '2900 3 S 3100 59 9900 79 9000 99 '0200 20 5600: 200 60 8400 80 7800 100 8400 _~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~A. AAQ'& Sd Dev 210173 Cotal Var 02417 Factory B, Part 2 200' 2g WI* c'i 0 Io o NO-,,-..-...- ~11 SN U1 C 1'- w NOC,) 1 0 N ) C -0 W NO 1. 00 f"V- a N 0 DaY

0ily Podunoo MImAnu Factory: B Part: 4 Std Dw 31 5232 Mean: 56 8960 1 6720 2 3840 3 1920 4 8960 5 9260 6 6060 7 32.00 8 73.60 9 6720 10 8640 11 51.20 12 8640 13 960 14 57.60 15 1600 16 1600 17 I02.40 18 3520 19 6060 20 41 60 21 96.00 22 5120 23 92.80 24 89 60 25 8320 26 4160 27 5120 28 86.40 29 6400 30 44 80 31 3840 32 102.40 33 8320 34 51 20 35 5440 36 25.60 37 121.60 38 38.40 39 12.80 40 38 40 41 32.00 42 2560 43 8 00 44 25 60 45 6400 46 1600 47 5760 48 1920 49 2560 50 28 80 51 32.00 52 1600 53 32.00 54 13120 55 11840 56 4800 57 44 80 58 5440 59 25.60 60 38 40 61 400 62 960 63 35 20 64 60 80 65 6720 66 22.40 67 67.20 68 4480 69 76 80 70 4600 71 70.40 72 76.80 73 5440 74 73.60 75 960 76 57.60 77 106.80 78 3520 79 32.00 80 960 Dua a9Dl 81 16.00 82 57.60 83 7360 84 83.20 85 70.40 86 9600 87 60 80 88 1600 89 32.00 90 12600 91 105.60 92 4160 93 150.40 94 S1.20 95 25.60 96 131 20 97 51.20 968 6080 99 8320 100 60 80 Sd -De' 31 5232 Factory B. Part 4 c v O 200'i: 150 - * 5fl. x ' i^/ a _W, w -,oo I I Day Oaely Producton Minutes Factory: B Part: 5 1 7 50 2 5250 3 31 50 4 4200 5 10 50 6 2100 7 59 50 8 31 50 9 10500 to 000 1 1750 12 350 13 3500 14 31 50 15 77 00 *6 24 50 17 31 50 18 7 50.9 4200 20 '15 50 a" Ds aman 21 2450 22 35 00 23 700 24 4200 25 35 00 26 129 50 27 24 50 28 1400 29 87 50 30 1700 31 31 50 32 42 00 33 105 00 34 21 00 35 21.00 36 5600 37 38 50 38 38 50 39 147 00 40 94 50 Dlax Damam 41 3 50 42 2800 43 35 00 44 2450 45 4550 46 1050 47 105 00 48 28.00 49 24 50 50 1400 51 7700 52 119 00 53 31 50 54 1400 55 1050 56 7 00 57 4900 58 3500 59 98 00 60 000 Da Dzmaog 61 73 50 62 3500 63 45 50 64 21 00 65 10 50 66 52.50 67 36 50 68 21 00 69 10 50 70 000 71 31 50 72 35 00 73 42 00.74 6300 75 1050 76 350 77 1400 78 21 00 79 24 50 80 4900 Std Dev 31 3833 Mean 376950 81 1750 82 105 00 83 21.00 84 2100 85 1050 86 1750 87 10 50 88 700 89 3500 90 52 50 91 700 92 17 50 93 4900 94 700 95 28 00 96 38 50 97 6300 98 4900 99 6650 100 17 50 M~n 769W50 St4d Dv 31 3833 Col Vat 0S32 Factory B, Part 5 150- / i- N -..N. 0....inCi N in0-._ N.. a.. C i nS as.0 V 0.. Day

Daily PomtOuon MWtAs Factory: B Part: 7 DAe Z*man 1 32.40 2 2520 3 3960 4 21 60 5 360 6 50 40 7 360 8 7 20 9 8 00 10 21 60 11 1080 12 1800 13 720 14 32 40 15 000 16 1800 17 1440 18 2880 19 7 20 20 28 80 Std ev 24 5527 Mean 23 3640 a" Demand 21 4320 22 1080 23 720 24 720 25 720 26 14 40 27 32.40 28 1440 29 1800 30 2880 31 61 20 32 36 00 33 000 34 0 00 35 79 20 36 21 60 37 61.20 38 25 20 39 18.00 40 360 41 147 60 42 3960 43 10 80 44 2520 45 360 46 360 47 1080 48 2880 49 1440 50 21 60 51 1800 52 360 53 000 54 14 40 55 1440 56 1080 57 360 58 57 60 59 43 20 60 360 ay Dman 61 720 62 7 20 63 360 64 25.20 65 25.20 66 61.20 67 4320 68 104 40 69 39.60 70 720 71 39.60 72 000 73 61 20 74 21 60 75 720 76 32.40 77 18.00 78 14 40 79 0.00 80 1800 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100;Mlaod 1440 360 360 1440 7920 18.00 10.80 32 40 1440 9360 360 360 2880 360 6480 1080 360 1080 1440 i800 Sld Swv 24 SS27 Factory B, Part 7 c c VarIosos 50 P: A0 I j _I\r/J - / 3 Ci N0N W.; Day Daily Producion Minutes Factory: B Std ev 5~52 Part:10 iMean 5 625, QaY man emand D Daman Day n DemanA- a em < 4 50 6 000 41 1350 61 000 81 8 50 2 0 00 22 36 00 42 4 50 62 000 82 o300 3 1900 23 0 00 43 000 63 000 83 450 4 0 00 24 000 44 003 64 0.00 84 000 5 4 50 25 000 45 1353 65 450 85 00 6 0 00 26 0 00 46 0 0 66 000 86 000 7 000 2C 000 47 00C 67 450 87 450 8 31 50 29 0 00 48 0 00 68 4 50 88 4 50 9 0 00 29 36 00 49 1352 69 000 89 000 10 000 _ 000 50 00 7000 00 90 300 11 4 50 3 000 51 585; 71 000 91 '350 12 0 00 32 0 00 52 0 C0 72 000 92 00 13 450 33 000~ 53 003 73 000 93 9 00 1 4 000 4 2250 54 900 74 450 94 000 15 000 35 000 55 903 75 000 95 450 16 000 36 000 56 4 5 76 000 96 450 17 2700 3 000 57 90 77 000 97 000 1 8 45 00 3 000 58 5: 78 13 50 98 450 19 3 00 00 9 00 79 000 99 9050 20 9 O0 0 00 60 0 oC: 80 0 0 0 100 300 Moan 5 625U Std Dev II9552 Factory B, Part 10 Coiovr..t254 | 40 -oS A A O - *9 N 0 C <D 3 N 1 A C D - v N 0 Ci VI N kn C - N 0 C VI 3 N I C ' N 0 _ 5.0,. N N _ _9 VN Day