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Bin Xu

affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

629

TOTAL CITATIONS

18

Scholarly Papers (5)

Electric Vehicle Battery Thermal Management Under Extreme Fast Charging with Deep Reinforcement Learning

Number of pages: 19 Posted: 06 Nov 2024
University of Oklahoma, Clemson University, University of Oklahoma, Clemson University and affiliation not provided to SSRN
Downloads 105 (668,983)

Abstract:

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Electric vehicle, Battery thermal management system, Reinforcement learning, Model predictive control, Proximal Policy Optimization

Electric Vehicle Battery Thermal Management Under Extreme Fast Charging with Deep Reinforcement Learning

Number of pages: 19 Posted: 07 Mar 2024
University of Oklahoma, Clemson University, University of Oklahoma, Clemson University and affiliation not provided to SSRN
Downloads 83 (798,777)

Abstract:

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Electric vehicle, Battery thermal management system, Reinforcement learning, Model Predictive Control, Proximal Policy Optimization

Electric Vehicle Battery Thermal Management Under Extreme Fast Charging with Deep Reinforcement Learning

Number of pages: 18 Posted: 04 Jul 2023
University of Oklahoma, Clemson University, University of Oklahoma, Clemson University and affiliation not provided to SSRN
Downloads 74 (855,765)

Abstract:

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lectric vehicle, Battery thermal management system, Reinforcement learning, model predictive control, Proximal Policy Optimization

Electric Vehicle Battery Thermal Management Under Extreme Fast Charging with Deep Reinforcement Learning

Number of pages: 17 Posted: 02 Nov 2023
University of Oklahoma, Clemson University, University of Oklahoma, Clemson University and affiliation not provided to SSRN
Downloads 71 (879,563)

Abstract:

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electric vehicle, Battery thermal management system, Reinforcement learning, model predictive control, Proximal Policy Optimization

2.

A Comparative Study of 13 Deep Reinforcement Learning Based Energy Management Methods for a Hybrid Electric Vehicle

Number of pages: 30 Posted: 08 Aug 2022
University of Oklahoma, Clemson University, Clemson University and affiliation not provided to SSRN
Downloads 156 (482,968)
Citation 18

Abstract:

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hybrid electric vehicle, Energy management strategy, deep reinforcement learning

3.

Flexnet: A Warm Start Method for Deep Reinforcement Learning in Hybrid Electric Vehicle Energy Management Applications

Number of pages: 20 Posted: 02 May 2023
University of Oklahoma, University of Oklahoma, Clemson University, Clemson University and affiliation not provided to SSRN
Downloads 63 (933,592)

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Hybrid electric vehicle, Deep reinforcement learning, Warm start, Expert knowledge, Energy management strategy

4.
Downloads 60 (961,006)

Abstract:

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Driving condition recognition, supervised learning, Markov decision process, Clustering, fuzzy logic

5.

Improving Building Energy Prediction Accuracy Using Hierarchical Supervised Learning

Number of pages: 21 Posted: 02 Apr 2025
Kun Peng and Bin Xu
affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 17 (1,481,165)

Abstract:

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Building Energy Modeling, IESVE, supervised learning, energy prediction, Sustainability