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MPC BASED TORQUE ALLOCATION STRATEGY TO ENHANCE THE PERFORMANCE OF A REGENERATIVE BRAKING SYSTEM CONSIDERING HALF SHAFT VIBRATION

dc.contributor.authorNaik, Bhushan Shirish
dc.contributor.advisorShim, Taehyun
dc.date.accessioned2017-02-09T00:50:36Z
dc.date.available2018-03-01T16:43:51Zen
dc.date.issued2016-12-17
dc.date.submitted2016
dc.identifier.urihttps://hdl.handle.net/2027.42/136062
dc.description.abstractA regenerative brake system is widely used in the automotive industry mainly due to its ability for energy recovery. Since an electric motor used in the regenerative brake has a faster torque response compared to that of the hydraulic system, it can be applicable for various applications in the area of active safety systems, especially brake control applications. However, due to its actuation limitations, it cannot be independently used for all braking scenarios, and require to be used in combination with the conventional hydraulic brakes. In this work, a multi-objective brake torque allocation method using model predictive control is proposed. The proposed strategy has two objectives: bandwidth based torque allocation, and reduction in drive shaft vibrations. In order to show the effectiveness of the proposed control strategy, a simulation model with a single wheel and a five phase anti-lock brake system has been developed. This simulation study is then extended with a full vehicle model in Carsim software. The simulation results show that vehicle stopping distance and drive shaft vibrations are reduced by using the proposed control strategy.en_US
dc.language.isoen_USen_US
dc.subjectControl allocationen_US
dc.subjectRegenerative Brakeen_US
dc.subjectModel predictive control allocationen_US
dc.subjectVibration controlen_US
dc.subjectAnti lock brakeen_US
dc.subject.otherAutomotive Systems Engineeringen_US
dc.titleMPC BASED TORQUE ALLOCATION STRATEGY TO ENHANCE THE PERFORMANCE OF A REGENERATIVE BRAKING SYSTEM CONSIDERING HALF SHAFT VIBRATIONen_US
dc.typeThesisen_US
dc.description.thesisdegreenameMaster of Science in Engineering (MSE)en_US
dc.description.thesisdegreedisciplineAutomotive Systems Engineering, College of Engineering and Computer Scienceen_US
dc.description.thesisdegreegrantorUniversity of Michigan-Dearbornen_US
dc.contributor.committeememberBaek, Stanley
dc.contributor.committeememberKang, HongTae
dc.identifier.uniqname02977495en_US
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/136062/1/DEVELOPMENT OF A MODEL PREDICTIVE CONTROL BASED TORQUE ALLOCATION STRATEGY FOR A REGENERATIVE BRAKING SYSTEM, DURING ANTI-LOCK BRAKE SYSTEM OPERATION.pdf
dc.identifier.orcid0000-0003-0096-6203en_US
dc.description.filedescriptionDescription of DEVELOPMENT OF A MODEL PREDICTIVE CONTROL BASED TORQUE ALLOCATION STRATEGY FOR A REGENERATIVE BRAKING SYSTEM, DURING ANTI-LOCK BRAKE SYSTEM OPERATION.pdf : Master of Science in Engineering Thesis
dc.identifier.name-orcidNaik, Bhushan; 0000-0003-0096-6203en_US
dc.owningcollnameDissertations and Theses (Ph.D. and Master's)


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