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Equivalent Consumption Minimization Strategy With Consideration of Battery Aging for Parallel Hybrid Electric Vehicles

Bin Zhou, Jeffrey B. Burl, Amir Rezaei

2020IEEE Access41 citationsDOIOpen Access PDF

Abstract

The equivalent consumption minimization strategy (ECMS) is a well-known energy management strategy for Hybrid Electric Vehicles (HEV). ECMS is very computationally efficient since it yields an instantaneous optimal control. ECMS has been shown to minimize fuel consumption under certain conditions. But, minimizing the fuel consumption often leads to excessive battery damage. This paper introduces a new optimal control problem where the cost function includes terms for both fuel consumption and battery aging. The Ah-throughput method is used to quantify battery aging. ECMS (with the appropriate equivalence factor) is shown to also minimize the cost function that incorporates battery aging. Simulation results show that the proposed aging ECMS algorithm significantly improves battery aging with little or no fuel economy penalty compared to ordinary ECMS.

Topics & Concepts

Battery (electricity)Fuel efficiencyMinificationComputer scienceAutomotive engineeringEquivalence (formal languages)Energy consumptionElectric vehicleEnergy managementMathematical optimizationControl theory (sociology)Control (management)EngineeringEnergy (signal processing)MathematicsElectrical engineeringArtificial intelligenceStatisticsQuantum mechanicsPhysicsPower (physics)Discrete mathematicsProgramming languageAdvanced Battery Technologies ResearchElectric and Hybrid Vehicle TechnologiesElectric Vehicles and Infrastructure