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Ziba Arjmandzadeh

University of Oklahoma

SCHOLARLY PAPERS

2

DOWNLOADS

455

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

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

Downloads 391 (195,274)

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

Number of pages: 19 Posted: 06 Nov 2024
Ziba Arjmandzadeh, Mohammad Hossein Abbasi, Hanchen Wang, jiangfeng zhang and Bin Xu
University of Oklahoma, Clemson University, University of Oklahoma, Clemson University and affiliation not provided to SSRN
Downloads 110 (668,983)

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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
Ziba Arjmandzadeh, Mohammad Hossein Abbasi, Hanchen Wang, jiangfeng zhang and Bin Xu
University of Oklahoma, Clemson University, University of Oklahoma, Clemson University and affiliation not provided to SSRN
Downloads 85 (798,777)

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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
Ziba Arjmandzadeh, Mohammad Hossein Abbasi, Hanchen Wang, jiangfeng zhang and Bin Xu
University of Oklahoma, Clemson University, University of Oklahoma, Clemson University and affiliation not provided to SSRN
Downloads 74 (855,765)

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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
Ziba Arjmandzadeh, Mohammad Hossein Abbasi, Hanchen Wang, jiangfeng zhang and Bin Xu
University of Oklahoma, Clemson University, University of Oklahoma, Clemson University and affiliation not provided to SSRN
Downloads 71 (879,563)

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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: 24 Jun 2024
Ziba Arjmandzadeh, Mohammad Hossein Abbasi, Hanchen Wang, jiangfeng zhang and Bin Xu
University of Oklahoma, Clemson University, University of Oklahoma, Clemson University and University of Oklahoma
Downloads 51 (1,131,842)

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Electric vehicle, Battery thermal management system, REINFORCEMENT LEARNING, Model Predictive Control, Proximal Policy Optimization

2.

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

Number of pages: 20 Posted: 02 May 2023
Hanchen Wang, Ziba Arjmandzadeh, Yiming Ye, Jiangfeng Zhang and Bin Xu
University of Oklahoma, University of Oklahoma, Clemson University, Clemson University and affiliation not provided to SSRN
Downloads 64 (933,592)

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