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Integration of AI and ML in regenerative braking for electric vehicles: a review [PDF]
Frontiers in Artificial IntelligenceElectric vehicle technology has grown rapidly in recent years due to battery advancements, environmental concerns and supportive policies. Regenerative braking systems play a critical role in improving energy efficiency by converting kinetic energy into ...
Zacharia Prakash
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IEEE Access, 2022 The electric vehicles which operate in hilly region gain potential energy while moving uphill. Some of this energy can be recuperated to charge the battery while the vehicle moves downhill by using regenerative braking.
Tako Nama +4 more
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Energies, 2020 The energy recovered with regenerative braking system can greatly improve energy efficiency of range-extended electric vehicle (R-EEV). Nevertheless, maximizing braking energy recovery while maintaining braking performance remains a challenging issue ...
Hanwu Liu +3 more
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Regenerative braking control algorithm using the accelerator pedal [PDF]
Научно-технический вестник Брянского государственного университета, 2023 Modern manufacturers of electric vehicles everywhere introduce regenerative braking control using the accelerator pedal. One of the difficulties in implementing regenerative braking is the interaction of the service braking system and the auxiliary one ...
Butarovich D.O. +2 more
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World Electric Vehicle Journal, 2021 Conclusive evidence has demonstrated the critical importance of highly automated driving systems and regenerative braking systems in improving driving safety and economy.
Liang Chu +3 more
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Regenerative Braking Logic That Maximizes Energy Recovery Ensuring the Vehicle Stability
Energies, 2022 This paper presents a regenerative braking logic that aims to maximize the recovery of energy during braking without compromising the stability of the vehicle. This model of regenerative braking ensures that the regenerative torque of the electric motor (
Giulia Sandrini +2 more
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Regenerative Braking Algorithm for Parallel Hydraulic Hybrid Vehicles Based on Fuzzy Q-Learning
Energies, 2023 The use of regenerative braking systems is an important approach for improving the travel mileage of electric vehicles, and the use of an auxiliary hydraulic braking energy recovery system can improve the efficiency of the braking energy recovery process.
Xiaobin Ning +5 more
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Research on Regenerative Braking of Pure Electric Mining Dump Truck
World Electric Vehicle Journal, 2019 When the pure electric mining dump truck is working, it mainly ascends the slope at full load and descends the slope at no load. The loading state of the vehicle and the slope of the road will directly affect its axle load distribution and braking force ...
Wei Zhang +3 more
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Research on Regenerative Braking Combined Control Method for ESP of Pure Electric Vehicles
Chemical Engineering Transactions, 2018 Through the analysis of the regenerative braking system of pure electric vehicles, a series type of regenerative braking control strategy based on a full decoupling braking system is proposed from the perspective of vehicle braking dynamics.
Hongwei Zhang
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An Intelligent Regenerative Braking Strategy for Electric Vehicles
Energies, 2011 Regenerative braking is an effective approach for electric vehicles (EVs) to extend their driving range. A fuzzy-logic-based regenerative braking strategy (RBS) integrated with series regenerative braking is developed in this paper to advance the level ...
Zhibin Song +3 more
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