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Wang Penghui

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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90

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0

Scholarly Papers (2)

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1.

A Machine Learning-Based Framework for Working Fluid Selection and Performance Prediction in a Thermally Integrated Carnot Battery Using Group Contribution Method

Downloads 52 (1,183,237)

A Machine Learning-Based Framework for Working Fluid Selection and Performance Prediction in a Thermally Integrated Carnot Battery Using Group Contribution Method

Number of pages: 47 Posted: 15 Jan 2026
Xiang Lin, Wang Penghui, Jianwei Song, Qianqian Yin, Xiaoxun Zhu, Xiaoxia Gao, Qian Baiyun and Liu Wei
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University, North China Electric Power University - School of Energy, Power and Mechanical Engineering, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 31 (1,356,108)

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Thermally Integrated Carnot Battery, Working Fluid Selection, Group Contribution Method, Artificial Neural Network, Multi-objective optimization

A Machine Learning-Based Framework for Working Fluid Selection and Performance Prediction in a Thermally Integrated Carnot Battery Using Group Contribution Method

Number of pages: 47 Posted: 22 Jan 2026
Xiang Lin, Wang Penghui, Jianwei Song, Qianqian Yin, Xiaoxun Zhu, Xiaoxia Gao, Qian Baiyun and Liu Wei
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University, North China Electric Power University - School of Energy, Power and Mechanical Engineering, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 12 (1,606,395)

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Thermally Integrated Carnot Battery, Working Fluid Selection, Group Contribution Method, Artificial Neural Network, Multi-Objective optimization

A Machine Learning-Based Framework for Working Fluid Selection and Performance Prediction in a Thermally Integrated Carnot Battery Using Group Contribution Method

Number of pages: 48 Posted: 27 Jun 2026
Xiang Lin, Wang Penghui, Jianwei Song, Qianqian Yin, Xiaoxun Zhu, Xiaoxia Gao, Qian Baiyun and Liu Wei
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University, North China Electric Power University - School of Energy, Power and Mechanical Engineering, affiliation not provided to SSRN and affiliation not provided to SSRN
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Thermally Integrated Carnot Battery, Working Fluid Selection, Group Contribution Method, Artificial neural network, Multi-objective optimization

2.

Enhanced Thermally Integrated Carnot Battery System: A Study on Multi-scale Analysis and Multi-objective Optimization

Downloads 38 (1,222,651)

Enhanced Thermally Integrated Carnot Battery System: A Study on Multi-scale Analysis and Multi-objective Optimization

Number of pages: 40 Posted: 30 Sep 2025
Xiang Lin, Wang Penghui, Qian Baiyun, Liu Wei, Gao Jia, Hu Qiaoliang, Wang Qiaozhen and Xiaoxun Zhu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and North China Electric Power University
Downloads 29 (1,371,100)

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Carnot Battery, Multi-objective Optimization, Heat Storage Temperature, Working Fluid Selection, Thermo-economic Performance, Thermal Integration

Enhanced Thermally Integrated Carnot Battery System: A Study on Multi-scale Analysis and Multi-objective Optimization

Number of pages: 51 Posted: 10 Feb 2026
Xiang Lin, Wang Penghui, Qian Baiyun, Liu Wei, Xuehui Jing, Dean Kong, Qianqian Yin, Xiaoxia Gao and Xiaoxun Zhu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, North China Electric Power University - School of Energy, Power and Mechanical Engineering and North China Electric Power University
Downloads 9 (1,621,812)

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Carnot Battery, Multi-objective Optimization, Heat Storage Temperature, Working Fluid Selection, Thermo-economic Performance, Thermal Integration