王加强｜中南大学｜学者主页

2026

Numerical Investigation of the Thermal Environment in a Data Center Under Dynamic Server Loads Driven by Artificial Neural Network Models

Chang Yue, Zimu Li, Jiaqiang Wang, Quan Zhang, Zhiqiang John Zhai, Michael W. Jack

Buildings

DOI

2026

An unsupervised and in-situ correction framework for sensor faults in data center cooling system with interpretable Orthogonal autoencoder coupled with Bayesian inference

Peizhi Yang, Yong Jun Deng, Jiaqiang Wang, Linfeng Zhang, Jing Ee Yit, Quan Zhang, Junshan Li, Kamaruzzaman Sopian

Measurement

DOI

2026

Multi-dimensional performance evaluation and influencing factors study of inter-chip thermal coupling in immersion-cooled heterogeneous multi-chip servers

Yang Lin, Chang Yue, Liping Zeng, Jing Ee Yit, Kamaruzzaman Kamaruzzaman Sopian, Wen Su, Jiaqiang Wang

Energy

DOI

2026

Constructing a high-temperature pumped thermal energy storage system by employing CO2 heat pump and multi-stage extraction steam Rankine cycle

贾腾蛟，Xinxing Lin，Wen Su，Zhimei Zheng，Jiaqiang Wang，Ruochen Ding，Yunkai Yue，Huitao Dai

Journal of Energy Storage

DOI

2026

Performance of a Double-Passed Photovoltaic Thermal Solar Collector with Metal Foam Fins and Honeycomb Integrated Storage

Habeeb Bolaji Adedayo, Shuib Husin, Jing Ee Yit, Ooi Wei Di, Jiaqiang Wang, Taib Iskandar Mohamad, Kamaruzzaman Kamaruzzaman Sopian

Lecture notes in mechanical engineering

DOI

2025

Research on Cooling-Load Characteristics of Subway Stations Based on Co-Simulation Method and Sobol Global Sensitivity Analysis

Zhirong Lv, Wei Tian, Qiyu Lu, Minfeng Li, Baoshan Dai, Ying Chao Ji, Linfeng Zhang, Jiaqiang Wang

Buildings

DOI

2025

MPC-based joint optimization for rack-based cooling data centers: Modeling, performance evaluation, and time-delay characteristic analysis

Jiaqiang Wang, Weiqi Deng, Yue Chang, Weike Ding, Liping Zeng, Wen Su

Building and Environment

DOI

2025

A real-time correction model for carbon emission measurement data and carbon emission factors in coal-fired power plants based on data fusion

Yizhuo Fan, Jiaqiang Wang, Gao Shu, Shu Xiao, Yit Jing Eb, Kamaruzzaman Sopian

Journal of Physics Conference Series

DOI

2025

Research on collaborative control strategy of cold storage and IT workload migration in data center

Yiqun Zhu, Quan Zhang, Gongsheng Huang, Jiaqiang Wang, Sikai Zou, Jing Ee Yit, Kamaruzzaman Sopian

Energy

DOI

2025

Joint optimization of cooling parameters and workload distributions based on model predictive control for rack-based data centers

Jiaqiang Wang, Weiqi Deng, Chang Yue, Wen Su, Xuelian Bai

Journal of Building Engineering

DOI

2025

Research on the Model Predictive Control Strategy of Water Storage Hybrid Free Cooling System in Data Center

Yiqun Zhu, Quan Zhang, Jiaqiang Wang, Jing Ee Yit, Kamaruzzaman Sopian

Lecture notes in electrical engineering

DOI

2025

Effectiveness Analysis of a Novel Hybrid Liquid Cooling System for Energy Storage Batteries

Xujing Lou, Quan Zhang, Sikai Zou, Jiaqiang Wang, Jing Ee Yit, Kamaruzzaman Sopian

Lecture notes in electrical engineering

DOI

2025

Research on non-equilibrium characteristics and relaxation time parameter optimization in high-pressure CO2 pipeline depressurization

Jiaqiang Wang, Zhai-Jun Lu, Shuang Wu, Zi-Xuan Zhang, Jie-Fu Liu

International Communications in Heat and Mass Transfer

DOI

2024

Performance Analysis of Lake Water Cooling Coupled with a Waste Heat Recovery System in the Data Center

Peng Yin, Yang Guo, Man Zhang, Jiaqiang Wang, Linfeng Zhang, Da Feng, Weike Ding

Sustainability，Vol. 16, No. 15

DOI

2024

The influence of uncertainty parameters on the double-layer model predictive control strategy for the collaborative operation of chiller and cold storage tank in data center

Yiqun Zhu, Quan Zhang, Gongsheng Huang, Jiaqiang Wang, Sikai Zou

Energy

DOI

2024

Multi-energy complementary integrated energy system optimization with electric vehicle participation considering uncertainties

Jiaqiang Wang, Yanping Cui, Zhiqiang Liu, Liping Zeng, Chang Yue, Yawovi Souley Agbodjan

Energy

DOI

2024

Comprehensive assessment of waste heat recovery mismatch and renewable energy integration in data centers: A multifaceted energy, economic, and environmental perspectives

Jiaqiang Wang, Yang Guo, Chang Yue, Weiqi Deng, Liping Zeng

Journal of Cleaner Production

DOI

2024

Model-based control strategy with linear parameter-varying state-space model for rack-based cooling data centers

Weiqi Deng, Jiaqiang Wang, Chang Yue, Yang Guo, Quan Zhang

Energy and Buildings

DOI

2024

An advanced control strategy of hybrid cooling system with cold water storage system in data center

Yiqun Zhu, Quan Zhang, Liping Zeng, Jiaqiang Wang, Sikai Zou

Energy

DOI

2024

Experimental and simulation investigation of jet characteristics during the accidental release of high-pressure CO2 with different diameter leakage orifice

Jiaqiang Wang, Chenghuan Xiao, Liguo Yan, Shuang Wu, Zi-Xuan Zhang, Dongrun Liu, Shujian Yao, Zhai-Jun Lu

Applied Thermal Engineering

DOI

2024

Numerical investigation of jet impingement on flat/concave cooling of CO2 with different phase states under high heat flux

Zi-Xuan Zhang, Pengling Xiang, Zhai-Jun Lu, Dongrun Liu, Jiaqiang Wang, Deng Fan, Hongkang Liu

Applied Thermal Engineering

DOI

2024

Experimental study of near-field characteristics of high-pressure CO2 pipeline leakage

Jiaqiang Wang, Liguo Yan, Chenghuan Xiao, Zi-Xuan Zhang, Dongrun Liu, Shujian Yao, Zhai-Jun Lu

International Journal of Greenhouse Gas Control

DOI

2023

Sensor fault diagnosis and correction for data center cooling system using hybrid multi-label random Forest and Bayesian Inference

Jiaqiang Wang, Yaoyue Tian, Zhaohui Qi, Liping Zeng, Peng Wang, Sungmin Yoon

Building and Environment

DOI

2023

An advanced control strategy for optimizing the operation state of chillers with cold storage technology in data center

Yiqun Zhu, Quan Zhang, Liping Zeng, Jiaqiang Wang, Sikai Zou, Haoran Zheng

Energy and Buildings

DOI

2023

Real-time temperature distribution reconstruction via linear parameter-varying state-space model and Kalman filter in rack-based cooling data centers

Jiaqiang Wang, Xiaoxi Tong, Yue Chang, Weiwei Liu, Quan Zhang, Liping Zeng, Gongsheng Huang

Building and Environment

DOI

2023

A time-varying state-space model for real-time temperature predictions in rack-based cooling data centers

Xiaoxi Tong, Jiaqiang Wang, Weiwei Liu, Hodo-Abalo Samah, Quan Zhang, Linfeng Zhang

Applied Thermal Engineering

DOI

2023

Multi-criteria optimization of multi-energy complementary systems considering reliability, economic and environmental effects

Yu Yang, Zhiqiang Liu, Nan Xie, Jiaqiang Wang, Yanping Cui, Yawovi Souley Agbodjan

Energy

DOI

2023

Calibration method for sensor drifting bias in data center cooling system using Bayesian Inference coupling with Autoencoder

Yaoyue Tian, Jiaqiang Wang, Zhaohui Qi, Chang Yue, Peng Wang, Sungmin Yoon

Journal of Building Engineering

DOI

2023

Numerical investigation of the effects of inlet conditions and wall heat transfer on subcritical/transcritical CO2 nozzle performance

Zi-Xuan Zhang, Zhaijun Lu, Jiaqiang Wang, Dongrun Liu, Deng Fan, Shu-Jian Yao

International journal of thermal sciences

DOI

2023

Numerical study of the transient behaviors of vapour-liquid equilibrium state CO2 decompression

Jiaqiang Wang, Chenghuan Xiao, Shuang Wu, Zi-Xuan Zhang, Shujian Yao, Zhai-Jun Lu

Applied Thermal Engineering

DOI

2023

Experiment and numerical investigation on flow characteristics and near-field structure of dense phase CO2 pipeline leakage

Zi-Xuan Zhang, Zhai-Jun Lu, Liguo Yan, Jiaqiang Wang, Shujian Yao

Chemical engineering research & design

DOI

2023

Orthogonal analysis method for multi – Objective optimization of CO2 nozzle thermodynamic performance

Zi-Xuan Zhang, Zhai-Jun Lu, Deng Fan, Jiaqiang Wang, Shujian Yao

Thermal Science and Engineering Progress

DOI

2022

数据中心湖水源自然冷却系统现场性能测试分析

张宁，张泉，黄振霖，王加强，雷建军

《暖通空调》

2022

面向零能耗建筑的多种可再生能源系统建模与优化（英文）

SOULEY AGBODJAN Yawovi, 刘志强, 王加强, 岳畅, 罗振意

Journal of Central South University

2022

Sensitivity analysis and optimization of structural parameters of a phase change material based multi-tube heat exchanger under charging condition

Xiaowei Ma, Quan Zhang, Jiaqiang Wang, Chang Yue

Journal of Energy Storage

DOI

2022

Bibliometric analysis of zero energy building research, challenges and solutions

Yawovi Souley Agbodjan, Jiaqiang Wang, Yanping Cui, Zhiqiang Liu, Zhengyi Luo

Solar Energy

DOI

2022

Real-time temperature predictions via state-space model and parameters identification within rack-based cooling data centers

Weiwei Liu, Xiaoxi Tong, Jiaqiang Wang, Chang Yue, Quan Zhang

Journal of Building Engineering

DOI

2022

Modeling and optimization of a multi-carrier renewable energy system for zero-energy consumption buildings

Yawovi Souley Agbodjan, Zhiqiang Liu, Jiaqiang Wang, Chang Yue, Zhengyi Luo

Journal of Central South University

DOI

2022

Multi-objective optimization of multi-energy complementary integrated energy systems considering load prediction and renewable energy production uncertainties

Zhiqiang Liu, Yanping Cui, Jiaqiang Wang, Chang Yue, Yawovi Souley Agbodjan, Yu Yang

Energy

DOI

2022

Effects of initial flow velocity on decompression behaviours of GLE CO2 upstream and downstream the pipeline

Zi-Xuan Zhang, Zhaijun Lu, Jiaqiang Wang, Dongrun Liu, Chenghuan Xiao, Deng Fan

International Journal of Greenhouse Gas Control

DOI

2021

基于贝叶斯推理的数据中心用精密空调故障软修复方法研究

刘志强，黄振霖，王加强，崔燕萍，仝小溪

《中南大学学报(自然科学版)》

2021

Improvement of virtual in-situ calibration in air handling unit using data preprocessing based on Gaussian mixture model

Tianyi Zhao, Jiteng Li, Peng Wang, Sungmin Yoon, Jiaqiang Wang

Energy and Buildings

DOI

2021

Study on the performance and free cooling potential of a R32 loop thermosyphon system used in data center

Sikai Zou, Quan Zhang, Chang Yue, Jiaqiang Wang, Sheng Du

Energy and Buildings

DOI

2021

In-situ sensor correction method for data center cooling systems using Bayesian Inference coupling with autoencoder

Jiaqiang Wang, Zhenlin Huang, Zhiqiang Liu, Chang Yue, Peng Wang, Sungmin Yoon

Sustainable Cities and Society

DOI

2021

The effects of multidimensional data clustering on the accuracy of virtual in-situ calibration in the photovoltaic/Thermal heat pump system

Jiteng Li, Peng Wang, Tianyi Zhao, Sungmin Yoon, Jiaqiang Wang

Journal of Building Engineering

DOI

2021

Numerical study on flow and thermal characteristics of a micro-channel separated heat pipe under various surface wettability

Chang Yue, Quan Zhang, Zhiqiang John Zhai, Jiaqiang Wang, Li Ling

Case Studies in Thermal Engineering

DOI

2021

A novel fault diagnosis and self-calibration method for air-handling units using Bayesian Inference and virtual sensing

Zhiqiang Liu, Zhenlin Huang, Jiaqiang Wang, Chang Yue, Sungmin Yoon

Energy and Buildings

DOI

2021

Various uncertainties self-correction method for the supervisory control of a hybrid cooling system in data centers

Jiaqiang Wang, Zhenlin Huang, Chang Yue, Quan Zhang, Peng Wang

Journal of Building Engineering

DOI

2020

Experimental investigation on the thermal performance of a water-cooled loop thermosyphon system under fan failure conditions

Sikai Zou, Quan Zhang, Li Ling, Jiaqiang Wang, Xiaowei Ma, Sheng Du, Chang Yue

International Journal of Refrigeration

DOI

2020

Whole process analysis of geothermal exploitation and power generation from a depleted high-temperature gas reservoir by recycling CO2

Guodong Cui, Shufeng Pei, Zhenhua Rui, Bin Dou, Fulong Ning, Jiaqiang Wang

Energy

DOI

2020

A coupled CFD approach for performance prediction of fin-and-tube condenser

Xiaowei Ma, Quan Zhang, Jiaqiang Wang, Yuebin Yu

Numerical Heat Transfer Part A Applications

DOI

2019

数据机房用自然冷却系统不确定参数校正及控制方法研究

王加强

《湖南大学》

2019

Field investigation on operation parameters and performance of air conditioning system in a subway station

Yuan Li, Quan Zhang, Jiaqiang Wang, Chang Yue, Lunfei Che, Jianwei Zhao, Yanhua Wang, Fei Duan

Energy Exploration & Exploitation

DOI

2019

Field study on the self-adaptive capacity of multi-split heat pipe system (MSHPS) under non-uniform conditions in data center

Sikai Zou, Quan Zhang, Yuebin Yu, Chang Yue, Jiaqiang Wang, Xiaowei Ma

Applied Thermal Engineering

DOI

2019

Automated reviving calibration strategy for virtual in-situ sensor calibration in building energy systems: Sensitivity coefficient optimization

Peng Wang, Sungmin Yoon, Jiaqiang Wang, Yuebin Yu

Energy and Buildings

DOI

2018

面向任务调度的自然水冷数据中心控制策略

唐辉，张泉，王加强，陈晓明，雷奥君

《低温与超导》

精选作品

期刊论文

Numerical Investigation of the Thermal Environment in a Data Center Under Dynamic Server Loads Driven by Artificial Neural Network Models

An unsupervised and in-situ correction framework for sensor faults in data center cooling system with interpretable Orthogonal autoencoder coupled with Bayesian inference

Multi-dimensional performance evaluation and influencing factors study of inter-chip thermal coupling in immersion-cooled heterogeneous multi-chip servers

Constructing a high-temperature pumped thermal energy storage system by employing CO2 heat pump and multi-stage extraction steam Rankine cycle

Performance of a Double-Passed Photovoltaic Thermal Solar Collector with Metal Foam Fins and Honeycomb Integrated Storage

Research on Cooling-Load Characteristics of Subway Stations Based on Co-Simulation Method and Sobol Global Sensitivity Analysis

MPC-based joint optimization for rack-based cooling data centers: Modeling, performance evaluation, and time-delay characteristic analysis

A real-time correction model for carbon emission measurement data and carbon emission factors in coal-fired power plants based on data fusion

Research on collaborative control strategy of cold storage and IT workload migration in data center

Joint optimization of cooling parameters and workload distributions based on model predictive control for rack-based data centers

Research on the Model Predictive Control Strategy of Water Storage Hybrid Free Cooling System in Data Center

Effectiveness Analysis of a Novel Hybrid Liquid Cooling System for Energy Storage Batteries

Research on non-equilibrium characteristics and relaxation time parameter optimization in high-pressure CO2 pipeline depressurization

Performance Analysis of Lake Water Cooling Coupled with a Waste Heat Recovery System in the Data Center

The influence of uncertainty parameters on the double-layer model predictive control strategy for the collaborative operation of chiller and cold storage tank in data center

Multi-energy complementary integrated energy system optimization with electric vehicle participation considering uncertainties

Comprehensive assessment of waste heat recovery mismatch and renewable energy integration in data centers: A multifaceted energy, economic, and environmental perspectives

Model-based control strategy with linear parameter-varying state-space model for rack-based cooling data centers

An advanced control strategy of hybrid cooling system with cold water storage system in data center

Experimental and simulation investigation of jet characteristics during the accidental release of high-pressure CO2 with different diameter leakage orifice

Numerical investigation of jet impingement on flat/concave cooling of CO2 with different phase states under high heat flux

Experimental study of near-field characteristics of high-pressure CO2 pipeline leakage

Sensor fault diagnosis and correction for data center cooling system using hybrid multi-label random Forest and Bayesian Inference

An advanced control strategy for optimizing the operation state of chillers with cold storage technology in data center

Real-time temperature distribution reconstruction via linear parameter-varying state-space model and Kalman filter in rack-based cooling data centers

A time-varying state-space model for real-time temperature predictions in rack-based cooling data centers

Multi-criteria optimization of multi-energy complementary systems considering reliability, economic and environmental effects

Calibration method for sensor drifting bias in data center cooling system using Bayesian Inference coupling with Autoencoder

Numerical investigation of the effects of inlet conditions and wall heat transfer on subcritical/transcritical CO2 nozzle performance

Numerical study of the transient behaviors of vapour-liquid equilibrium state CO2 decompression

Experiment and numerical investigation on flow characteristics and near-field structure of dense phase CO2 pipeline leakage

Orthogonal analysis method for multi – Objective optimization of CO2 nozzle thermodynamic performance

数据中心湖水源自然冷却系统现场性能测试分析

面向零能耗建筑的多种可再生能源系统建模与优化（英文）

Sensitivity analysis and optimization of structural parameters of a phase change material based multi-tube heat exchanger under charging condition

Bibliometric analysis of zero energy building research, challenges and solutions

Real-time temperature predictions via state-space model and parameters identification within rack-based cooling data centers

Modeling and optimization of a multi-carrier renewable energy system for zero-energy consumption buildings

Multi-objective optimization of multi-energy complementary integrated energy systems considering load prediction and renewable energy production uncertainties

Effects of initial flow velocity on decompression behaviours of GLE CO2 upstream and downstream the pipeline

基于贝叶斯推理的数据中心用精密空调故障软修复方法研究

Improvement of virtual in-situ calibration in air handling unit using data preprocessing based on Gaussian mixture model

Study on the performance and free cooling potential of a R32 loop thermosyphon system used in data center

In-situ sensor correction method for data center cooling systems using Bayesian Inference coupling with autoencoder

The effects of multidimensional data clustering on the accuracy of virtual in-situ calibration in the photovoltaic/Thermal heat pump system

Numerical study on flow and thermal characteristics of a micro-channel separated heat pipe under various surface wettability

A novel fault diagnosis and self-calibration method for air-handling units using Bayesian Inference and virtual sensing

Various uncertainties self-correction method for the supervisory control of a hybrid cooling system in data centers

Experimental investigation on the thermal performance of a water-cooled loop thermosyphon system under fan failure conditions

Whole process analysis of geothermal exploitation and power generation from a depleted high-temperature gas reservoir by recycling CO2

A coupled CFD approach for performance prediction of fin-and-tube condenser

数据机房用自然冷却系统不确定参数校正及控制方法研究

Field investigation on operation parameters and performance of air conditioning system in a subway station

Field study on the self-adaptive capacity of multi-split heat pipe system (MSHPS) under non-uniform conditions in data center

Automated reviving calibration strategy for virtual in-situ sensor calibration in building energy systems: Sensitivity coefficient optimization

面向任务调度的自然水冷数据中心控制策略

预印本

Quasi-dynamic characteristics of an advanced adiabatic compressed air energy storage (AA-CAES) system with shared heat exchangers

研究方向