Show simple item record

FPGA Applications in Hybrid Energy Storage System and Field-oriented Motor Control

dc.contributor.authorJin, Fanning
dc.contributor.advisorWang, Mengqi
dc.date.accessioned2018-01-22T15:47:15Z
dc.date.availableNO_RESTRICTIONen_US
dc.date.available2018-01-22T15:47:15Z
dc.date.issued2017-12-16
dc.date.submitted2017-11-12
dc.identifier.urihttps://hdl.handle.net/2027.42/140770
dc.description.abstractThis thesis demonstrates the utilization of FPGA chip in hybrid energy storage system (HESS) and motor control, which contains four sections. 1. In order to compensate for such mismatches, a HESS composed of battery and ultracapacitor (UC) is presented in this thesis. To optimize the power allocation in the HESS, a global-level fuzzy logic-based power management strategy is proposed. It has the following objectives: 1) manage the power distribution between the battery and the UC to achieve power balance without over charging/discharging the two sources; 2) make full use of the nature of the two sources to smooth out power fluctuation and extend the lifespan of batteries. Case studies are provided under various scenarios. 2. This thesis not only considered the PV-involved system, it also considered hybrid electric vehicles (HEV) system issues, which means we also developed two fuzzy logic power management strategies for HEV-involved system. The goal is to investigate the effect of two fuzzy logic strategy when considering battery degradation. In that case, the battery degradation model is presented and compared. The simulation results verified that one of the proposed strategy can greatly reduce the battery degradation. 3. Due to the fluctuation and instability of photovoltaic (PV) output power, mismatches between the power supply and the power demand may occur in a stand-alone PV system. In order to test the potential of FPGA chip, both fuzzy algorithm and field-oriented control (FOC) algorithm are implemented in FPGA. The digital design of each fuzzy logic stage is presented. The results validate the effectiveness of the proposed fuzzy logic-based power management strategy. 4. For FOC algorithm implementation, the goal is to utilize the rapidity of the FPGA chip to generate high-frequency PWM signals for power converter board. Both simulation and hardware results are presented, which shows the advancement of FPGA chip.en_US
dc.language.isoen_USen_US
dc.subjectFuzzy logic controlen_US
dc.subjectEnergy storage systemen_US
dc.subjectBattery degradationen_US
dc.subjectFPGAen_US
dc.subjectField-oriented controlen_US
dc.subjectPMSMen_US
dc.subject.otherElectrical engineeringen_US
dc.titleFPGA Applications in Hybrid Energy Storage System and Field-oriented Motor Controlen_US
dc.typeThesisen_US
dc.description.thesisdegreenameMaster of Science in Engineering (MSE)en_US
dc.description.thesisdegreedisciplineElectrical Engineering, College of Engineering & Computer Scienceen_US
dc.description.thesisdegreegrantorUniversity of Michigan-Dearbornen_US
dc.contributor.committeememberBai, Kevin
dc.contributor.committeememberSu, Wencong
dc.identifier.uniqname11050011en_US
dc.description.bitstreamurlhttps://deepblue.lib.umich.edu/bitstream/2027.42/140770/1/masterThesis_1222.pdf
dc.identifier.orcid0000-0003-0561-1241en_US
dc.description.filedescriptionDescription of masterThesis_1222.pdf : Master's Thesis
dc.identifier.name-orcidJin, Fanning; 0000-0003-0561-1241en_US
dc.owningcollnameDissertations and Theses (Ph.D. and Master's)


Files in this item

Show simple item record

Remediation of Harmful Language

The University of Michigan Library aims to describe library materials in a way that respects the people and communities who create, use, and are represented in our collections. Report harmful or offensive language in catalog records, finding aids, or elsewhere in our collections anonymously through our metadata feedback form. More information at Remediation of Harmful Language.

Accessibility

If you are unable to use this file in its current format, please select the Contact Us link and we can modify it to make it more accessible to you.