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Jinghui Meng

North China Electric Power University

School of Business Administration,NCEPU

No. 2 Beinong Road, Changqing District

Beijing, 102206

China

SCHOLARLY PAPERS

10

DOWNLOADS

362

TOTAL CITATIONS

0

Scholarly Papers (10)

1.

A Deep Agent Reinforcement Learning-Based Early Adaptive Multivariate State Estimation Fault Diagnosis Method for Multi-Mode Cooling System in Data Center

Number of pages: 66 Posted: 03 Jan 2025
Gui Lu, Yan Liu, Bingqi Zhao, ZiJing Yang and Jinghui Meng
North China Electric Power University, Zhejiang University, North China Electric Power University, affiliation not provided to SSRN and North China Electric Power University
Downloads 74

Abstract:

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Multi-mode cooling system, Fault warning, Early adaptive fault diagnosis method, Deep Reinforcement Learning.

Intelligent microchip electrocaloric cooling regulation strategy fast optimization based on field intensity and motion frequency dual domain attention dynamic graph transfer network

Number of pages: 78 Posted: 16 Oct 2025
Yan Liu, Gui Lu, Liang Wang, Pengwei Zhou and Jinghui Meng
Zhejiang University, North China Electric Power University, North China Electric Power University, Zhejiang University and North China Electric Power University
Downloads 37

Abstract:

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Electrocaloric cooling, Fast intelligent cooling regulation strategy, Transfer learning method, Deep learning method

Intelligent microchip electrocaloric cooling regulation strategy fast optimization based on field intensity and motion frequency dual domain attention dynamic graph transfer network

Number of pages: 78 Posted: 03 Oct 2025
Yan Liu, Gui Lu, Liang Wang, Pengwei Zhou and Jinghui Meng
Zhejiang University, North China Electric Power University, North China Electric Power University, Zhejiang University and North China Electric Power University
Downloads 26

Abstract:

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Electrocaloric cooling, Fast intelligent cooling regulation strategy, Transfer learning method, Deep learning method

3.

Numerical Investigation and Parameter Optimization on a Novel Self-Crossing Flow Channel Liquid-Cooled Plate for Battery Thermal Management

Number of pages: 57 Posted: 16 Jan 2025
North China Electric Power University, North China Electric Power University, Zhejiang University, North China Electric Power University, North China Electric Power University and North China Electric Power University
Downloads 50

Abstract:

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Lithium-ion battery pack, Liquid cooling, Structure optimization, Taguchi experimental design

4.

An Early Two-Stage Fault Detection and Location Strategy Based on Collaboration Principal Component Analysis Method for Thermoelectric Generator System Monitoring

Number of pages: 55 Posted: 20 Jul 2024
Jinghui Meng, Yan Liu, Kai Zhang, Jingliang Bi and Gui Lu
North China Electric Power University, Zhejiang University, North China Electric Power University, affiliation not provided to SSRN and North China Electric Power University
Downloads 38

Abstract:

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Fault detection, Fault location, Collaboration principal component analysis, Thermoelectric generator

5.

Configuration Design, Heat Transfer Analysis and Performance Evaluation of a Novel Asynchronous Stacked Electrocaloric Refrigeration Device

Number of pages: 39 Posted: 21 Jan 2025
Yan Liu, Bingqi Zhao, Gui Lu, Liang Wang and Jinghui Meng
Zhejiang University, North China Electric Power University, North China Electric Power University, North China Electric Power University and North China Electric Power University
Downloads 32

Abstract:

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Microchip thermal management, Asynchronous stacked electrocaloric refrigeration device, Field intensity, Motion frequency

Extreme battery thermal management comprehensive optimization method based on pin fin heat transfer enhancement, minimum coolant predictive control and thermal fault early alarm

Number of pages: 58 Posted: 23 May 2026
Zhejiang University, North China Electric Power University, North China Electric Power University, Zhejiang University, North China Electric Power University and North China Electric Power University
Downloads 17

Abstract:

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Extreme battery comprehensive thermal management, Pin fin heat transfer enhancement, Minimum coolant flow predictive control, Thermal fault early alarm decision

Extreme battery thermal management comprehensive optimization method based on pin fin heat transfer enhancement, minimum coolant predictive control and thermal fault early alarm

Number of pages: 58 Posted: 08 Apr 2026
North China Electric Power University, North China Electric Power University, Zhejiang University, Zhejiang University, North China Electric Power University and North China Electric Power University
Downloads 13

Abstract:

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Extreme battery comprehensive thermal management, Pin fin heat transfer enhancement, Minimum coolant flow predictive control, Thermal fault early alarm decision

7.

Cross-dimensional aircraft thermal protection performance control optimization based on supercritical CO2 porous transpiration cooling system with non-smooth fin groove design

Number of pages: 66 Posted: 09 Sep 2025
Yan Liu, Gui Lu, Bingqi Zhao, Pengwei Zhou and Jinghui Meng
Zhejiang University, North China Electric Power University, North China Electric Power University, Zhejiang University and North China Electric Power University
Downloads 28

Abstract:

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Aircraft thermal protection enhancement, Transpiration cooling, Supercritical CO2, Cross-dimensional control optimization, Porous surface structure design

8.

Performance Enhancement for Supercritical Carbon Dioxide Porous Transpiration Cooling System Based on 1-3d Joint Control Optimization Method

Number of pages: 66 Posted: 01 Aug 2025
Yan Liu, Gui Lu, Bingqi Zhao, Pengwei Zhou and Jinghui Meng
Zhejiang University, North China Electric Power University, North China Electric Power University, Zhejiang University and North China Electric Power University
Downloads 22

Abstract:

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Transpiration cooling, Supercritical carbon dioxide, 1-3D joint control optimization, Porous structured surface design

9.

Performance Enhancement and Optimization Design of Concentrated Photovoltaic-Thermoelectric Generator Hybrid System Utilizing Pin Fin Heat Bridges and Functionally Graded Thermoelectric Materials

Number of pages: 56 Posted: 16 Aug 2024
Yan Liu, Bingqi Zhao, Gui Lu, Kai Zhang and Jinghui Meng
Zhejiang University, North China Electric Power University, North China Electric Power University, North China Electric Power University and North China Electric Power University
Downloads 19

Abstract:

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Performance automatic optimization, Pin fin heat bridge, CPV-TEG hybrid system, Functionally graded thermoelectric materials.

10.

Thermoelectric generator system early thermal failure warning with failure thermoelectric unit location based on contribution graph convolution kernel principal component analysis

Number of pages: 54 Posted: 10 Jul 2026
Yan Liu, Gui Lu, Liang Wang and Jinghui Meng
North China Electric Power University, North China Electric Power University, North China Electric Power University and North China Electric Power University
Downloads 6

Abstract:

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TEG thermal failure warning, TE unit thermal failure location, Graph convolution kernel principal component analysis, Contribution calculation