2021
DOI: 10.1002/cta.3119
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A predictive power management scheme for hybrid energy storage system in electric vehicle

Abstract: This paper presents a model predictive control (MPC) approach for energy management of a hybrid energy storage system (HESS), in an electric vehicle (EV). HESS constitutes the battery and the supercapacitor (SC) where the latter is used as an auxiliary source to reduce stress on the battery. Hence, an appropriate control strategy should be formulated for allocating low-frequency power fluctuations to the battery and high-frequency power fluctuations to SC. The conventional PI-based control strategy has a diffi… Show more

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Cited by 20 publications
(20 citation statements)
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“…e most common type of main storage unit is lithium-ion batteries. ermal runaway behaviour of lithium-ion batteries after overcharging is greatly influenced by diverse cell packaging configurations [23]. Furthermore, battery age prediction is required for the smooth as well as effective operation of coupled battery methods in electric cars.…”
Section: Related Workmentioning
confidence: 99%
“…e most common type of main storage unit is lithium-ion batteries. ermal runaway behaviour of lithium-ion batteries after overcharging is greatly influenced by diverse cell packaging configurations [23]. Furthermore, battery age prediction is required for the smooth as well as effective operation of coupled battery methods in electric cars.…”
Section: Related Workmentioning
confidence: 99%
“…An interesting alternative to the BESS designer is the association of electronic power pack based on different chemistries, realizing an HESS 17,31,32 . As an example, flow batteries, which have higher energy density and lower power density, can be used with lithium batteries with lower energy density and higher power density, extracting the best of both worlds.…”
Section: Battery String and Power Electronics Of A Bessmentioning
confidence: 99%
“…30 An interesting alternative to the BESS designer is the association of electronic power pack based on different chemistries, realizing an HESS. 17,31,32 As an example, flow batteries, which have higher energy density and lower power density, can be used with lithium batteries with lower energy density and higher power density, extracting the best of both worlds. This is also a good solution applied for second life battery for BESS systems, since it is possible to associate electronic power packs with different degradation levels.…”
Section: Battery String and Power Electronics Of A Bessmentioning
confidence: 99%
“…Most of the PMAs are based on rule-based and optimization-based energy management. 16,17 Some of the PMAs are based on dynamic energy management, 7 dynamic evolution control, 14 model predictive control (MPC), 18,19 supervisory power management, 20 and optimal algorithms, 21,22 which are effectively applied in AC and DC MGs.…”
Section: Introductionmentioning
confidence: 99%
“…The PI controllers are linear and controlled systems (gridintegrated converters) exhibits nonlinear dynamics. Moreover, it involves a modulation stage that generates lower order harmonics, sluggish transient response, 19,24 and unsymmetrical performance characteristics due to predominant discrete dynamics of the converters. The inclusion of nonlinearities is not possible in the traditional control approach.…”
Section: Introductionmentioning
confidence: 99%