李曦｜华中科技大学｜学者主页

2026

Data-driven state prediction and coordinated control for solid oxide fuel cell systems under variable renewable energy fluctuations

Bin Xie, Bin Ma, Ye Cao, Yuanwu Xu, Jingxuan Peng, Xiaolong Wu, Xi Li

Sustainable Energy Technologies and Assessments

DOI

2026

Solid Oxide Fuel Cell System Control: A Comprehensive Review of Objectives, Strategies, and Challenges

Jie Peng, Zhao Yuan, Zi Wang, Jingang Lai, Yuanzheng Li, X P Wu, Yuanwu Xu, Guoqiang Liu, Xi Li

Protection and Control of Modern Power Systems

DOI

2026

Surrogate-model-based real-time dispatch optimization of SOFCs in microgrids considering degradation

Zishan Yin, Linghong Zeng, Jiashu Jin, Hongchuan Qin, 彭晋轩, Zixuan Zhang, Zi Wang, Xi Li

Applied Energy

DOI

2026

An operating expenditure function-driven strategy for multi-stack balancing of solid oxide fuel cell systems in marine applications

Guoqiang Liu, Zexin Li, Jingxuan Peng, Zhen Wang, Zhuo Wang, Xi Li

Journal of Power Sources

DOI

2025

Robust multi-scale feature fusion network for flame state monitoring in solid oxide fuel cell afterburners

Jingjing Wang, Shuyu Zhang, Jinggang Lai, Jung‐Sik Kim, Chun Zou, Zhonghua Deng, Jiashu Jin, Yuanwu Xu, Xi Li

Science China Technological Sciences

DOI

2025

Energy management strategy development for a dual-stack solid oxide fuel cell/battery hybrid power generation system with consideration of inter-stack inconsistency

Yuanwu Xu, Ruifeng Tang, Jie Yin, Jingjing Wang, Jingjing Wang, Xiaolong Wu, Jingxuan Peng, Lin Zhang, Jakub Kupecki, Zhuo Wang, Xi Li

Sustainable Energy Technologies and Assessments

DOI

2025

Composite temperature control for solid oxide fuel cells under degradation effects: Integration of active disturbance rejection and model predictive control

Xiaolong Wu, Yunsheng Zhong, Keye Li, Yuanwu Xu, Bo Chi, Jingxuan Peng, Xi Li

International Journal of Green Energy

DOI

2025

Water Management Fault Diagnosis for Open-Cathode PEMFC Systems Based on Electrochemical Impedance Spectroscopy

Chuang Sheng, Qian Xiang, Weiming Chen, Wenxuan Zhang, Zhu Wu, Zhiping Xia, Lin Zhang, Zhonghua Deng, Zhuo Wang, Xi Li

IEEE Transactions on Power Electronics

DOI

2025

A Two-Stage Temperature-Efficiency Control Strategy for SOFC System Based on Methane CPOX

Xiyun Tang, Zishan Yin, Ming Li, Jingjing Wang, Zhonghua Deng, Xi Li

China Automation Congress (CAC)

DOI

2025

Enhancing fuel cell system fault diagnosis: Using a bayesian optimized convolutional neural network-random forest hybrid model

Keye Li, Yuanwu Xu, Yifeng Wang, Zhiping Xia, Lin Zhang, Xiaolong Wu, Xi Li

Sustainable Energy Technologies and Assessments

DOI

2025

Comprehensive thermal management strategy design for reversible solid oxide cell system to smooth wind power fluctuations

Haibo Huo, Sheng Xu, Jianing Li, Fang Wang, Zhengling Lei, Jingxiang Xu, Xi Li

Energy Conversion and Management

DOI

2025

RGB-based combustion state classification and stability analysis of SOFC afterburner: effects of fuel utilization and steam-to-carbon ratio

Jingjing Wang, Shuyu Zhang, Jingang Lai, Jiashu Jin, Chun Zou, Jung‐Sik Kim, Zhonghua Deng, Yuanwu Xu, Xi Li

Fuel

DOI

2025

A deconstruction and quantification strategy for the reversible efficiency of solid oxide cell systems in an entire cycle

Guoqiang Liu, Zhen Wang, Jakub Kupecki, Yihuan Zhou, Jingxuan Peng, Yulong Ji, Xi Li

Energy Conversion and Management

DOI

2025

A novel linear search-linear programming method for non-convex multi-objective sizing of standalone microgrids

Zishan Yin, Jiashu Jin, Linghong Zeng, Xiyun Tang, Zhuo Wang, Xi Li

Energy Conversion and Management

DOI

2025

Dynamic Vertical Peer-to-Peer Carbon Right Sharing Management for Microgrid Clusters With Multiple Structural Demand Response

Wei Peng Zhou, Jingang Lai, Xi Li, Zhigang Zeng

IEEE Transactions on Industrial Informatics

DOI

2025

Optimization of working conditions in solid oxide electrolysis cell based on deep neural network and slime mold algorithm

Jiawei Zhang, Zhuo Wang, Ming Li, Guoqiang Liu, Guoqiang Liu, Lin Zhang, Yuanwu Xu, Xi Li

International Journal of Hydrogen Energy

DOI

2025

Thermal constraint control of reversible solid oxide cell for optimal system efficiency

Yuanwu Xu, Jie Yin, Jingjing Wang, Xiaolong Wu, Jingxuan Peng, Ruifeng Tang, Suhang Zou, Xiaowei Fu, Xi Li

International Journal of Hydrogen Energy

DOI

2025

Multi-storage, multi-energy, and multi-policy optimization for hybrid green and grey hydrogen production: A regional study in China

Zishan Yin, Xiyun Tang, Xi Li

Energy Conversion and Management

DOI

2025

A Novel Dynamic Peer-to-Peer Carbon Right Sharing Scheme for Microgrid Clusters

Wei Peng Zhou, Jingang Lai, Xi Li, Zhigang Zeng

IEEE Transactions on Smart Grid

DOI

2025

Modeling, analysis and prediction of waste biomass gasification integrated with parallel multi-stack solid oxide fuel cell systems for low CO2 emissions: A mechanistic and data-driven approach

Xiaolong Wu, Xiaolong Wu, Keye Li, Keye Li, Yuxiao Yang, Yuanwu Xu, Jingxuan Peng, Bo Chi, Bo Chi, Zhuo Wang, Xi Li

Process Safety and Environmental Protection

DOI

2025

Performance analysis and multi-objective optimization of a hybrid system combining reversible solid oxide cell and direct contact membrane distillation

Sheng Xu, Haibo Huo, Hongxiang Zhu, Kui Xu, Zhengling Lei, Jingxiang Xu, Xi Li

Energy Conversion and Management

DOI

2025

Predictive Energy Management Strategy for Fuel Cell Heavy‐Duty Truck Based on Multizone Tube Model Predictive Control

Longji Zhang, Xi Li, Ze Zhou, Zhuo Wang, Yuren Wang, Chang Jiang, Jingjing Wang, Hongchuan Qin

International Journal of Energy Research

DOI

2024

Prediction of Hydrogen Production from Solid Oxide Electrolytic Cells Based on ANN and SVM Machine Learning Methods

Ke Chen, Youran Li, Jie Chen, Minyang Li, Qing Song, Yushui Huang, Xiaolong Wu, Yuanwu Xu, Xi Li

Atmosphere

DOI

2024

Prediction Study of Solid Oxide Fuel Cell Performance Degradation Using Data‐Driven Approaches

Haibo Huo, Yu Chen, Gifty Pamela Afun, Xinghong Kuang, Jingxiang Xu, Xi Li

Energy Technology

DOI

2024

Temperature Equalization Control Strategy for Multi-Stack Solid Oxide Fuel Cell System Based on Anode Ni Particles Coarsening Mechanism

Han Wu, Guohui Xiang, Jingjing Wang, Xiyun Tang, Yufei Pan, Xi Li

China Automation Congress (CAC)

DOI

2024

A CFD model for analyzing multiphysics coupling and efficiency optimization in a PEMEC

Chenyang Hu, Jingjing Wang, Yuanwu Xu, Xiaowei Fu, Zhonghua Deng, Jung‐Sik Kim, Xi Li

Journal of Power Sources

DOI

2024

Short-term hybrid prognostics of fuel cells: A comparative and improvement study

Chuang Sheng, Jun Fu, Hongchuan Qin, Yanmin Zu, YeZhe Liang, Zhonghua Deng, Zhuo Wang, Xi Li

Renewable Energy

DOI

2024

Performance prediction of gasification-integrated solid oxide fuel cell and gas turbine cogeneration system based on PSO-BP neural network

Xiaolong Wu, Yuxiao Yang, Keye Li, Keye Li, Yuan-wu Xu, Jingxuan Peng, Bo Chi, Zhuo Wang, Xi Li

Renewable Energy

DOI

2024

Exploration of new function for thermal energy storage: Temperature stabilizer

Shuyu Zhang, Jingjing Wang, Han Wu, Guang Li, Xi Li

Journal of Power Sources

DOI

2024

Stack performance classification and fault diagnosis optimization of solid oxide fuel cell system based on bayesian artificial neural network and feature selection

Xiaolong Wu, Juan Mei, Yuanwu Xu, Yongjun Cheng, Jingxuan Peng, Bo Chi, Zhuo Wang, Xi Li

Journal of Power Sources

DOI

2024

Elevating the acceptable cost threshold for solid oxide cells: A case study on refinery decarbonization

Yingtian Chi, Jin Yan Lin, Peiyang Li, Zhipeng Yu, Shujun Mu, Xi Li, Yonghua Song

Applied Energy

DOI

2024

Collaborative control for power and temperature tracking of the solid oxide fuel cell under maximum system efficiency

Haibo Huo, Sheng Xu, Hongxiang Zhu, Biao Wang, Zhengling Lei, Jingxiang Xu, Xi Li

Energy Reports

DOI

2024

Efficiency and longevity trade-off analysis and real-time dynamic health state estimation of solid oxide fuel cell system

Hongchuan Qin, Bingtao Zhang, Renjie Zhou, Yating Sun, Haichuan Tian, Zichen Wang, Shijun Wu, Xi Li, Jianhua Jiang

Applied Energy

DOI

2024

Dynamic degradation identification of solid oxide fuel cell systems based on automatic spectral clustering and neighborhood rough sets

Jingxuan Peng, Zhonghua Deng, Xi Li

Youth Academic Annual Conference of Chinese Association of Automation (YAC)

DOI

2024

A Study on Predicting the Degradation Performance of Non-stationary SOFC Systems Based on Time Convolutional Networks

Xinyu Xiang, Jingxuan Peng, Xi Li, Zhonghua Deng

Youth Academic Annual Conference of Chinese Association of Automation (YAC)

DOI

2024

A comprehensive PEMFC system model integrating metal hydride hydrogen storage tank

Chuang Sheng, Jun Fu, Zhengpeng Chen, Qian Xiang, Xinkai Shan, Jingzhi Lei, Linghong Zeng, Honghao Zhou, Xi Li

Youth Academic Annual Conference of Chinese Association of Automation (YAC)

DOI

2024

A Comprehensive Review of Thermal Management in Solid Oxide Fuel Cells: Focus on Burners, Heat Exchangers, and Strategies

Mingfei Li, Jingjing Wang, Zhengpeng Chen, Xiuyang Qian, Chuanqi Sun, Di Gan, Kai Xiong, Mumin Rao, Chuangting Chen, Xi Li

Energies

DOI

2024

Data-driven approaches for predicting performance degradation of solid oxide fuel cells system considering prolonged operation and shutdown accumulation effect

Xiaolong Wu, Yu Li, Yu Li, Shiyun Cai, Yuanwu Xu, Lingyan Hu, Bo Chi, Jingxuan Peng, Xi Li

Journal of Power Sources

DOI

2024

Inconsistency analysis and power allocation of the stack in multi-stack solid oxide fuel cell system

Zhen Wang, Zhen Wang, Guoqiang Liu, Xingbo Liu, Hong-fu Xiang, Can Sun, Zhuo Wang, Zhuo Wang, Qiuyun Fu, Xi Li

Journal of Power Sources

DOI

2024

Optimal energy management strategies for hybrid power systems considering Pt degradation

Chuang Sheng, Ziang Guo, Jingzhi Lei, Shuyu Zhang, Wenxuan Zhang, Weiming Chen, Xuefeng Jiang, Zhuo Wang, Xi Li

Applied Energy

DOI

2024

A Hierarchical Optimizing Energy Management Strategy for Alleviating Degradation in Fuel Cell Hybrid System

Jun Fu, Qian Xiang, Linghong Zeng, Yanmin Zu, Hang You, Xinkai Shan, Jie Xin, Xi Li

IEEE Access

DOI

2024

Power Switching Based on Trajectory Planning and Sliding Mode Control for Solid Oxide Fuel Cell Systems

Zhen Wang, Guoqiang Liu, Xingbo Liu, Jie Wang, Jin Zhi-yang, Xiaowei Fu, Zhuo Wang, Bing Jie Jin, Zhonghua Deng, Xi Li

Journal of Modern Power Systems and Clean Energy

DOI

2023

Energy management for proton exchange membrane fuel cell-lithium battery hybrid power systems based on real-time prediction and optimization under multimodal information

Linghong Zeng, Jun Fu, Chuang Sheng, Beijia Li, Ziang Guo, Qian Xiang, Jingjing Wang, Xinkai Shan, Xiaowei Fu, Zhonghua Deng, Zhuo Wang, Xi Li

Journal of Cleaner Production

DOI

2023

A Fuzzy Decoupling Compensator With Direction Control for NOx Sensor

Zhen Wang, Jie Xin Wang, Can Sun, Hongfu Xiang, Renjie Zhu, Xiaowei Fu, Zhuo Wang, Xi Li

IEEE Sensors Journal

DOI

2023

Novel Hybrid Modeling and Analysis Method for Steam Reforming Solid Oxide Fuel Cell System Multifault Degradation Fusion Assessment

Xiaolong Wu, Yuanwu Xu, Jingxuan Peng, Zhiping Xia, Jakub Kupecki, Xi Li

ACS Omega

DOI

2023

Transient analysis and safety-oriented process optimization during electrolysis–fuel cell transition of a novel reversible solid oxide cell system

Guoqiang Liu, Zhen Wang, Zhen Wang, Xingbo Liu, Jakub Kupecki, Dongqi Zhao, Jin Bing, Zhuo Wang, Zhuo Wang, Xi Li

Journal of Cleaner Production

DOI

2023

Multiscale analysis and cost optimization of a reversible solid oxide cell system with coordinated degradation and efficiency considering Ni-particle coarsening

Guoqiang Liu, Yihuan Zhou, Xingbo Liu, Zexin Li, Zexin Li, Jakub Kupecki, Zhiyang Jin, Zhiyang Jin, Zhuo Wang, Xi Li

Journal of Cleaner Production

DOI

2023

Modeling of Nonlinear SOEC Parameter System Based on Data-Driven Method

Dehao Hou, Wenjun Ma, Lingyan Hu, Yushui Huang, Yunjun Yu, Xiaofeng Wan, Xiaolong Wu, Xi Li

Atmosphere

DOI

2023

Online energy management optimization of hybrid energy storage microgrid with reversible solid oxide cell: A model-based study

Yihuan Zhou, Zhiping Xia, Xingbo Liu, Zhonghua Deng, Xiaowei Fu, Jakub Kupecki, Bing Jie Jin, Xi Li

Journal of Cleaner Production

DOI

2023

Design and research of a novel solid oxide fuel cell with thermal energy storage for load tracking

Shuyu Zhang, Chang Jiang, Xingbo Liu, Chuang Sheng, Guang Li, Guang Li, Bing Jin, Zhuo Wang, Xi Li

Energy Conversion and Management

DOI

2023

Control-Oriented Extraction and Prediction of Key Performance Features Affecting Performance Variability of Solid Oxide Fuel Cell System

Jingxuan Peng, Jian Huang, Yuanzheng Li, Yuanwu Xu, Xiaolong Wu, Zhuo Wang, Jingjing Wang, Xi Li

IEEE Transactions on Transportation Electrification

DOI

2023

Thermoelectrical comprehensive analysis and optimization of multi-stack solid oxide fuel cell system

Hongchuan Qin, Zhe Cheng, Bingtao Zhang, Renjie Zhou, Yaowen Yu, Xi Li, Shiping Wen, Jian Li, Jianhua Jiang

Energy Conversion and Management

DOI

2023

Robust Control of RSOC/Li-ion Battery Hybrid System Based on Modeling and Active Disturbance Rejection Technology

Xiaolong Wu, Li Juan Yu, Zilin Gao, Yuanwu Xu, Jingxuan Peng, Zhiping Xia, Lingyan Hu, Jiangong Hu, Zhuo Wang, Xi Li

Atmosphere

DOI

2023

Degradation-oriented real-time power control of fuel cell hybrid vehicles under uncertain driving conditions

Jun Fu, Linghong Zeng, Chuang Sheng, Ziang Guo, Beijia Li, Zhonghua Deng, Xi Li

International Journal of Hydrogen Energy

DOI

2023

A Comparative Study of the Kalman Filter and the LSTM Network for the Remaining Useful Life Prediction of SOFC

Chuang Sheng, Yi Hui Zheng, Rui Tian, Qian Xiang, Zhonghua Deng, Xiaowei Fu, Xi Li

Energies

DOI

2023

Shared Energy and Reserve Based Coordinated Operation Between Electric Vehicle Charging Stations and Distribution Power Network

Yuanzheng Li, Xiao Ping Ren, Zhixian Ni, Tianyang Zhao, Leijiao Ge, Xi Li, Yunfeng Luo, Yong Le Zhao

IEEE Transactions on Industry Applications

DOI

2023

Multistate Reliability Analysis of Solid Oxide Fuel Cells Using Automatic Spectral Clustering and Neighborhood Rough Sets

Jingxuan Peng, Jian Huang, Yuanzheng Li, Chang Sheng Jiang, Yuanwu Xu, Xiaolong Wu, Xi Li

IEEE Transactions on Transportation Electrification

DOI

2023

Efficiency analysis of a novel reversible solid oxide cell system with the secondary utilization of the stack off-gas: A model-based study

Guoqiang Liu, Jakub Kupecki, Zhonghua Deng, Xi Li

Journal of Cleaner Production

DOI

2023

Fault Prognosis Method for Solid Oxide Fuel Cells Based on Mechanism Degradation Process Model and Particle Filtering

Yuanwu Xu, Chang Sheng Jiang, Jingxuan Peng, Xiaolong Wu, Xiao Min Li, Xi Li

IEEE Transactions on Power Electronics

DOI

2022

Adaptive time-space resource and waveform control for collocated MIMO radar with simultaneous multi-beam

Cheng Ting, Li Xi, Tan Qianqian, Su Yang

Journal Of Systems Engineering And Electronics，Vol. 330, No. 10

DOI

2022

Carbon deposition model of solid oxide fuel cell system for fuel reforming fault prediction

Bingtao Zhang, Jianhua Jiang, Hongchuan Qin, Renjie Zhou, Xi Li, Jian Li

China Automation Congress (CAC)

DOI

2022

Energy management strategy based on health state for a PEMFC/Lithium-ion batteries hybrid power system

Chuang Sheng, Jun Fu, Dong Li, Chang Jiang, Ziang Guo, Beijia Li, Jingzhi Lei, Linghong Zeng, Zhonghua Deng, Xiaowei Fu, Xi Li

Energy Conversion and Management

DOI

2022

Data-Driven Voltage Prognostic for Solid Oxide Fuel Cell System Based on Deep Learning

Mingfei Li, Jiajian Wu, Zhengpeng Chen, Jiangbo Dong, Zhiping Peng, Kai Xiong, Mumin Rao, Chuangting Chen, Xi Li

Energies

DOI

2022

System level modeling and optimization of high temperature proton exchange membrane electrolyzer system considering recirculated hydrogen as carrier gas

Dongqi Zhao, Meiting Guo, Qijiao He, Jie Yu, Qidong Xu, Zhiping Xia, Xi Li, Meng Ni

International Journal of Energy Research

DOI

2022

Generalized Spatial–Temporal Fault Location Method for Solid Oxide Fuel Cells Using LSTM and Causal Inference

Jingxuan Peng, Jian Huang, Chang Sheng Jiang, Yuanwu Xu, Xiaolong Wu, Xi Li

IEEE Transactions on Transportation Electrification

DOI

2022

Dynamic hierarchical modeling and control strategy of high temperature proton exchange electrolyzer cell system

Dongqi Zhao, Zhiping Xia, Meiting Guo, Qijiao He, Qidong Xu, Xi Li, Meng Ni

International Journal of Hydrogen Energy

DOI

2022

A Real-Time Load Prediction Control for Fuel Cell Hybrid Vehicle

Jun Fu, Linghong Zeng, Jingzhi Lei, Zhonghua Deng, Xiaowei Fu, Xi Li, Wang Yan

Energies

DOI

2022

Data-Driven State Prediction and Analysis of SOFC System Based on Deep Learning Method

Mumin Rao, Li Wang, Chuangting Chen, Kai Xiong, Mingfei Li, Zhengpeng Chen, Jiangbo Dong, Jun‐Li Xu, Xi Li

Energies

DOI

2022

Collaborative Operation Between Power Network and Hydrogen Fueling Stations With Peer-to-Peer Energy Trading

Yuanzheng Li, Chaofan Yu, Yun Liu, Zhixian Ni, Leijiao Ge, Xi Li

IEEE Transactions on Transportation Electrification

DOI

2022

Research on Application Characteristics of Zirconia-Based High-Temperature NOx Sensors

Jie Wang, Xi Li, Zhen Wang, Jiangtao Feng, Wei-xun Lin, Jingxuan Peng

Energies

DOI

2022

Real-Time State of Health Estimation for Solid Oxide Fuel Cells Based on Unscented Kalman Filter

Yuanwu Xu, Hao Shu, Hongchuan Qin, Xiaolong Wu, Jingxuan Peng, Chang Sheng Jiang, Zhiping Xia, Yongan Wang, Xi Li

Energies

DOI

2022

Modeling and analysis of cross-flow solid oxide electrolysis cell with oxygen electrode/electrolyte interface oxygen pressure characteristics for hydrogen production

Zhiping Xia, Zhonghua Deng, Chang Sheng Jiang, Dongqi Zhao, Jakub Kupecki, Xiaolong Wu, Yuanwu Xu, Guoqiang Liu, Xiaowei Fu, Xi Li

Journal of Power Sources

DOI

2022

Modeling and analysis of pumping cell of NOx sensor – Part Ⅰ: Main oxygen pumping cell

Zhen Wang, Zhonghua Deng, Ren-jie Zhu, Yuhao Zhou, Xi Li

Sensors and Actuators B Chemical

DOI

2022

Modeling and control-oriented thermal safety analysis for mode switching process of reversible solid oxide cell system

Guoqiang Liu, Wei Jia Zhao, Zexin Li, Zhiping Xia, Chang Sheng Jiang, Jakub Kupecki, Shui Pang, Zhonghua Deng, Xi Li

Energy Conversion and Management

DOI

2021

基于系统扰动自适应辨识与抑制的机电作动系统高精度运动控制方法研究

李曦

《南京理工大学》

2021

考虑输出约束的机械臂自适应神经网络鲁棒控制

王鹏飞，胡健，姚建勇，周海波，方靖荃，李曦

《测控技术》

DOI

2021

A hybrid prediction method for SOFC degradation prediction

Yanmin Zu, Jianhua Jians, Xi Li

China Automation Congress (CAC)

DOI

2021

Modeling of fuel cell operating condition estimation based on transfer learning

Lingyan Hu, Wang Shuo, Wang Qingpeng, Liu Lin, Yunjun Yu, Xiaolong Wu, Xi Li

Chinese Control Conference (CCC)

DOI

2021

Solid oxide fuel cell (SOFC) performance evaluation, fault diagnosis and health control: A review

Jingxuan Peng, Jian Huang, Xiaolong Wu, Yuanwu Xu, Haochun Chen, Xi Li

Journal of Power Sources

DOI

2021

Afterburner temperature safety assessment for solid oxide fuel cell system based on computational fluid dynamics

Xiaolong Wu, Yuanwu Xu, Dong Li, Yi Hui Zheng, Jiarui Li, Marco Sorrentino, Yunjun Yu, Xiaofeng Wan, Lingyan Hu, Chun Zou, Xi Li

Journal of Power Sources

DOI

2021

Machine learning based soft sensor and long-term calibration scheme: A solid oxide fuel cell system case

Weiqi Zhao, Jianhua Jiang, Hongchuan Qin, Xi Li, Jian Li

International Journal of Hydrogen Energy

DOI

2021

Data-driven fault diagnosis method for the safe and stable operation of solid oxide fuel cells system

Yi Hui Zheng, Xiaolong Wu, Dongqi Zhao, Yuanwu Xu, Beibei Wang, Yanmin Zu, Dong Li, Jianhua Jiang, Chang Sheng Jiang, Xiaowei Fu, Xi Li

Journal of Power Sources

DOI

2021

Mechanism model-based and data-driven approach for the diagnosis of solid oxide fuel cell stack leakage

Yuanwu Xu, Xiaolong Wu, Xiaobo Zhong, Dongqi Zhao, Marco Sorrentino, Jianhua Jiang, Chang Sheng Jiang, Xiaowei Fu, Xi Li

Applied Energy

DOI

2020

De-correlated unbiased sequential filtering based on best unbiased linear estimation for target tracking in Doppler radar

Peng Han, Cheng Ting, Li Xi

Journal Of Systems Engineering And Electronics，Vol. 310, No. 60

DOI

2020

Adaptive resource management for multi-target tracking in co-located MIMO radar based on time-space joint allocation

Su Yang, Cheng Ting, He Zishu, Li Xi, Lu Yanxi

Journal Of Systems Engineering And Electronics，Vol. 31, No. 5

DOI

2020

Research on ECSA Degradation Model for PEM Fuel Cell under Vehicle Conditions

Hang You, Jun Fu, Xi Li

CAA International Conference on Vehicular Control and Intelligence (CVCI)

DOI

2020

An Energy control strategy of fuel cell hybrid Unmanned Surface Vehicle based on PMP algorithm

Jun Fu, Hang You, Jin wei Zhao, Xi Li, Yuanwu Xu, Xiaolong Wu

Chinese Automation Congress

DOI

2020

SOFC Stack Internal Temperature Estimation Based on Spatial-temporal Distribution Laws

Weiqi Zhao, Jianhua Jiang, Haobo Zhang, Hongchuan Qin, Xi Li, Jian Li

Chinese Automation Congress

DOI

2020

Discharge performance recovery of a solid oxide fuel cell based on a prognostic-based control strategy

Xiaojuan Wu, Liangfei Xu, Junhao Wang, Danan Yang, Mingtao Zhang, Xi Li

Journal of Power Sources

DOI

2020

Dynamic behaviour and control strategy of high temperature proton exchange membrane electrolyzer cells (HT-PEMECs) for hydrogen production

Dongqi Zhao, Qijiao He, Jie Yu, Jianhua Jiang, Xi Li, Meng Ni

International Journal of Hydrogen Energy

DOI

2020

Source Diagnosis of Solid Oxide Fuel Cell System Oscillation Based on Data Driven

Xiaowei Fu, Yanlin Liu, Xi Li

Energies

DOI

2020

Thermoelectrical-based fuel adaptability analysis of solid oxide fuel cell system and fuel conversion rate prediction

Haobo Zhang, Hongchuan Qin, Weiqi Zhao, Jianhua Jiang, Xi Li, Jian Li

Energy Conversion and Management

DOI

2020

Root cause analysis and diagnosis of solid oxide fuel cell system oscillations based on data and topology-based model

Xiaobo Zhong, Yuanwu Xu, Yanlin Liu, Xiaolong Wu, Dongqi Zhao, Yi Hui Zheng, Jianhua Jiang, Zhonghua Deng, Xiaowei Fu, Xi Li

Applied Energy

DOI

2020

A prognostic-based dynamic optimization strategy for a degraded solid oxide fuel cell

Xiaojuan Wu, Liangfei Xu, Junhao Wang, Danan Yang, Fusheng Li, Xi Li

Sustainable Energy Technologies and Assessments

DOI

2020

Extended-range electric vehicle-oriented thermoelectric surge control of a solid oxide fuel cell system

Xiaolong Wu, Yuanwu Xu, Dongqi Zhao, Xiaobo Zhong, Dong Li, Jianhua Jiang, Zhonghua Deng, Xiaowei Fu, Xi Li

Applied Energy

DOI

2020

Development of solid oxide fuel cell and battery hybrid power generation system

Yuanwu Xu, Xiaolong Wu, Xiaobo Zhong, Dongqi Zhao, Jun Fu, Jianhua Jiang, Zhonghua Deng, Xiaowei Fu, Xi Li

International Journal of Hydrogen Energy

DOI

2019

Data-Driven Fault Detection for SOFC system based on Random Forest and SVM

Meng-ting Chen, Xiaowei Fu, Zhonghua Deng, Xi Li, Xiaolong Wu, Yuanwu Xu, Xue Tao

Chinese Automation Congress

DOI

2019

Numerical analysis and design for NOx sensor pump units decoupling control

Yuyang Cao, Yi Li, Yang Yu, Jianhua Jiang, Xi Li

Chinese Automation Congress

DOI

2019

Fault detection and assessment for solid oxide fuel cell system gas supply unit based on novel principal component analysis

Xiaolong Wu, Yuanwu Xu, Dongqi Zhao, Zehua Li, Xiaobo Zhong, Meng-ting Chen, Jianhua Jiang, Zhonghua Deng, Xiaowei Fu, Xi Li

Journal of Power Sources

DOI

2019

Health state prediction and analysis of SOFC system based on the data-driven entire stage experiment

Xiao-long Wu, Yuanwu Xu, Tao Xue, Dongqi Zhao, Jianhua Jiang, Zhonghua Deng, Xiaowei Fu, Xi Li

Applied Energy

DOI

2019

Fault Diagnosis of SOFC Stack Based on Neural Network Algorithm

Tao Xue, Xiaolong Wu, Yuanwu Xu, Suwen Jing, Zehua Li, Jianhua Jiang, Zhonghua Deng, Xiaowei Fu, Xi Li

Energy Procedia

DOI

2019

Modeling and simulation of temperature distribution for planar cross-flow solid oxide fuel cell

Yuanwu Xu, Xiaolong Wu, Hang You, Tao Xue, Dongqi Zhao, Jianhua Jiang, Zhonghua Deng, Xiaowei Fu, Xi Li

Energy Procedia

DOI

2019

Standby and Shutdown Cycles Modeling of SOFC Lifetime Prediction

Xiaolong Wu, Yuanwu Xu, Xue Tao, Zhao Dongqi, Jiang Jianhua, Deng Zhonghua, Xiaowei Fu, Xi Li

Energy Procedia

DOI

2019

Temperature gradient control of a solid oxide fuel cell stack

Xiaojuan Wu, Danan Yang, Junhao Wang, Xi Li

Journal of Power Sources

DOI

2018

Three phases segmentation from Ni/YSZ anode optical microscopy images using quantum-inspired mixture clustering model

Xiaowei Fu, Chengzhen Guo, Xin Xu, Xi Li

Optical Engineering

DOI

2018

A High Efficiency and Fast Load Oriented Sliding Mode Controller for Solid Oxide Fuel Cell System

Lin Zhang, Shaoying Shi, Xi Li

World Congress on Intelligent Control and Automation

DOI

2018

Control‐oriented fault detection of solid oxide fuel cell system unknown input on fuel supply

Xiaolong Wu, Yuanwu Xu, Tao Xue, Shuai Junchao, Jianhua Jiang, Zhonghua Deng, Xiaowei Fu, Xi Li

Asian Journal of Control

DOI

2018

Inner Temperature Distribution Estimation Based on Unscented Kalman Filter Algorithm for Planar Solid Oxide Fuel Cell Stack

Xiaodong Wu, Jianhua Jiang, Haobo Zhang, Zhonghua Deng, Xi Li, Jian Li

Chinese Automation Congress

DOI

2018

Current-based MPC for operating-safety analysis of a reduced-order solid oxide fuel cell system

Lin Zhang, Shaoying Shi, Jianhua Jiang, Xi Li

Ionics

DOI

2017

国产数控机床与数控系统典型应用案例集

李曦

《华中科技大学出版社》

2017

Fault analysis and diagnosis of solid oxide fuel cell system

Xiaolong Wu, Jing Su-wen, Yuanwu Xu, Xi Li

Proceedings of the Annual Conference of the IEEE Industrial Electronics Society

DOI

2017

Performance evaluation and optimization of a solid oxide fuel cell system combined with solid oxide electrolysis cell

Tianliang Cheng, Jianhua Jiang, Mengxue Xu, Xi Li

Chinese Automation Congress

DOI

2017

Fault modeling and simulation of pure hydrogen solid oxide fuel cell system

Xiaolong Wu, Yuanwu Xu, Xue Tao, Xi Li

Chinese Automation Congress

DOI

2017

Modeling and temperature distribution estimation based on Kalman filter algorithm of a planar solid oxide fuel cell

Xiaodong Wu, Jianhua Jiang, Xi Li, Jian Li

Chinese Automation Congress

DOI

2017

Fuzzy Approach Based on Quantum-Inspired MRF for SOFC Anode Optical Microscope Images Segmentation

Chengzhen Guo, Xiaowei Fu, Li Chen, Xin Xu, Xi Li

International Conference on Machine Learning and Computing (ICMLC)

DOI

2016

Control-oriented modeling analysis and optimization of planar solid oxide fuel cell system

Huan Xin Cheng, Suwen Jing, Yuanwu Xu, Zhonghua Deng, Jian Li, Xi Li

International Journal of Hydrogen Energy

DOI

2016

Degradation analysis and durability improvement for SOFC 1-cell stack

Dong Yan, Chi Zhang, Linjiang Liang, Kai Li, Lichao Jia, Jian Pu, Jian Li, Xi Li, Tao Zhang

Applied Energy

DOI

2016

Thermal Management-Oriented Multivariable Robust Control of a kW-Scale Solid Oxide Fuel Cell Stand-Alone System

Hongliang Cao, Xi Li

IEEE Transactions on Energy Conversion

DOI

2016

Intelligent Model Building and GPC-PID Based Temperature Curve Control Strategy for Metallurgical Industry

Shuanghong Li, Xi Li, Yupu Yang

Mathematical Problems in Engineering

DOI

2016

A Quantum-Inspired Fuzzy Clustering for Solid Oxide Fuel Cell Anode Optical Microscope Images Segmentation

Yuhan Xiang, Xiaowei Fu, Li Chen, Xin Xu, Xi Li

Communications in computer and information science

DOI

2015

Quantitative analysis of temperature distribution in cross-flow planar SOFC based on a validated model

Yali Liu, Huan Xin Cheng, JianHua, Xi Li

Chinese Automation Congress

DOI

2015

Modeling and temperature distribution analysis of a single cell in cross-flow planar solid oxide fuel cell

Mengxue Xu, Xi Li

Chinese Automation Congress

DOI

2015

Control of oxygen sensor based on Dspace real-time simulation system

Jie Wang, Bin Li, Jianhua Jiang, Xi Li

Chinese Automation Congress

DOI

2015

GMM- based image segmentation approach for SOFC microstructure characterization

Yuhan Xiang, Xiaowei Fu, Li Chen, Xin Xu, Xi Li

Chinese Automation Congress

DOI

2015

Solid oxide fuel cell anode image segmentation based on a novel quantum-inspired fuzzy clustering

Xiaowei Fu, Yuhan Xiang, Li Chen, Xin Xu, Xi Li

Journal of Power Sources

DOI

2015

Modeling of the Feed-Motor Transient Current in End Milling by Using Varying-Coefficient Model

Mi Xiao, Long Wen, Xi Li, Liang Gao

Mathematical Problems in Engineering

DOI

2014

Dynamic modeling and analysis of a 5-kW solid oxide fuel cell system from the perspectives of cooperative control of thermal safety and high efficiency

Lin Zhang, Xi Li, Jianhua Jiang, Shuanghong Li, Jie Yang, Jian Li

International Journal of Hydrogen Energy

DOI

2014

An improved adaptive observer for permanent magnet synchronous motor

Hui Luo, Quan Yin, Xi Li, Yang Liu, Huijin Fan

IEEE Conference on Industrial Electronics and Applications (ICIEA)

DOI

2014

Modeling and analysis of SOFC thermal-electrical management system with an air bypass valve

Jianhua Jiang, Xi Li

DOI

2014

Parameter identification of an SOFC model with an efficient, adaptive differential evolution algorithm

Wenyin Gong, Zhihua Cai, Jie Yang, Xi Li, Jian Li

International Journal of Hydrogen Energy

DOI

2013

Control design of 60 kW PEMFC generation system for residential applications

Yingying Zhang, Ying Zhang, Xi Li, Cao Guang-yi

Journal of Zhejiang University. Science A

DOI

2013

Thermal management oriented steady state analysis and optimization of a kW scale solid oxide fuel cell stand-alone system for maximum system efficiency

Hongliang Cao, Xi Li, Zhonghua Deng, Jian Li, Yi Qin

International Journal of Hydrogen Energy

DOI

2013

Control-oriented dynamic model optimization of steam reformer with an improved optimization algorithm

Jianhua Jiang, Xi Li, Zhonghua Deng, Jie Yang, Yisheng Zhang, Jian Li

International Journal of Hydrogen Energy

DOI

2012

Study on Fuzzy Cluster in the Model for Rapid Identification of NC Processing

Xi Li, Dan Feng

Key engineering materials

DOI

2012

Wireless Monitoring System of SOFC Based on Zigbee Protocol

Xi Li

Computer and Digital Engineering

2011

面向控制的分数阶微分模型的快速数值计算

曹红亮，李曦，邓忠华，秦忆

《控制理论与应用》

2011

Parameter optimization of thermal-model-oriented control law for PEM fuel cell stack via novel genetic algorithm

Xi Li, Zhonghua Deng, Wei Dong, Xu Chunshan, Cao Guang-yi

Energy Conversion and Management

DOI

2011

Novel variable structure control for the temperature of PEM fuel cell stack based on the dynamic thermal affine model

Xi Li, Zhonghua Deng, Wei Dong, Xu Chunshan, Cao Guang-yi

Energy Conversion and Management

DOI

2011

Bayesian Network Learn Method for Machine Tool Thermal Stability Modeling

Xi Li, Dan Feng

Advanced materials research

DOI

2011

Research on Modeling Mapping Relationship between Cutting Load and Spindle Motor Current

Xi Li, Dan Feng

Advanced materials research

DOI

2011

Parameter optimization for tubular solid oxide fuel cell stack based on the dynamic model and an improved genetic algorithm

Jie Yang, Xi Li, Jian Hua Jiang, Jian Li, Lei Zhao, Jin Guo Jiang, Xiao Guang Wu, Lin Hong Xu

International Journal of Hydrogen Energy

DOI

2011

Dynamic modeling and experimental validation for the electrical coupling in a 5-cell solid oxide fuel cell stack in the perspective of thermal coupling

Hongliang Cao, Xi Li, Zhonghua Deng, Jianhua Jiang, Jie Yang, Jian Li, Yi Qin

International Journal of Hydrogen Energy

DOI

2010

Study on Stability of Machining Center Spindle System Based on Vector Control

Yiping Dai, Hangjun Zhang, Xi Li

International Conference on Electrical and Control Engineering

DOI

2010

Dynamic modeling of electrical characteristics of solid oxide fuel cells using fractional derivatives

Hongliang Cao, Zhonghua Deng, Xi Li, Jie Yang, Yi Qin

International Journal of Hydrogen Energy

DOI

2009

Predictive control of solid oxide fuel cell based on an improved Takagi–Sugeno fuzzy model

Jie Yang, Xi Li, Hong-Gang Mou, Jian Li

Journal of Power Sources

DOI

2008

Control-oriented thermal management of solid oxide fuel cells based on a modified Takagi–Sugeno fuzzy model

Jie Yang, Xi Li, Hong-Gang Mou, Jian Li

Journal of Power Sources

DOI

2007

Error measurement and assemble error correction of a 3D-step-gauge

Xinyong Mao, Bin Li, Hanmin Shi, Hongqi Liu, Xi Li, Peigen Li

Frontiers of Mechanical Engineering in China

DOI

2007

Study and Implementation of New Type Tension Control System

Xi Li

Micromotors.servo Technique

2006

数控机床切削负荷误差补偿装置的设计

李曦，王红亮，唐琳

《机械设计与制造》

2006

基于RBF神经网络的恒铣削功率控制的研究

李曦，曹为

《机械》

2006

Control-oriented dynamic fuzzy model and predictive control for proton exchange membrane fuel cell stack

Xi Li, Zhonghua Deng, Cao Guang-yi, Xin-Jian Zhu, Dong Wei

Journal of Central South University of Technology

DOI

2005

二维球杆仪测量装置的研制

刘焕牢，师汉民，李斌，李曦

《工具技术》

2003

无模型算法在电液伺服系统运动控制中的研究与应用

李曦，唐小琦，周云飞

《液压与气动》

2003

一种无模型非线性运动控制学习算法的研究

李曦

《信息与控制》

2003

数控机床几何误差和误差补偿关键技术

刘焕牢，李曦，李斌，师汉民

《机械工程师》

2001

一类抑制扰动的H∞状态反馈非线性控制器设计（英文）

李曦，唐小琦，周云飞，陈吉红

《控制理论与应用》

1999

H∞在带有非线性不确定性伺服控制器中的应用

李曦，唐小琦，陈吉红，周济

《华中科技大学学报(自然科学版)》

精选作品

期刊论文

Data-driven state prediction and coordinated control for solid oxide fuel cell systems under variable renewable energy fluctuations

Solid Oxide Fuel Cell System Control: A Comprehensive Review of Objectives, Strategies, and Challenges

Surrogate-model-based real-time dispatch optimization of SOFCs in microgrids considering degradation

An operating expenditure function-driven strategy for multi-stack balancing of solid oxide fuel cell systems in marine applications

Robust multi-scale feature fusion network for flame state monitoring in solid oxide fuel cell afterburners

Energy management strategy development for a dual-stack solid oxide fuel cell/battery hybrid power generation system with consideration of inter-stack inconsistency

Composite temperature control for solid oxide fuel cells under degradation effects: Integration of active disturbance rejection and model predictive control

Water Management Fault Diagnosis for Open-Cathode PEMFC Systems Based on Electrochemical Impedance Spectroscopy

A Two-Stage Temperature-Efficiency Control Strategy for SOFC System Based on Methane CPOX

Enhancing fuel cell system fault diagnosis: Using a bayesian optimized convolutional neural network-random forest hybrid model

Comprehensive thermal management strategy design for reversible solid oxide cell system to smooth wind power fluctuations

RGB-based combustion state classification and stability analysis of SOFC afterburner: effects of fuel utilization and steam-to-carbon ratio

A deconstruction and quantification strategy for the reversible efficiency of solid oxide cell systems in an entire cycle

A novel linear search-linear programming method for non-convex multi-objective sizing of standalone microgrids

Dynamic Vertical Peer-to-Peer Carbon Right Sharing Management for Microgrid Clusters With Multiple Structural Demand Response

Optimization of working conditions in solid oxide electrolysis cell based on deep neural network and slime mold algorithm

Thermal constraint control of reversible solid oxide cell for optimal system efficiency

Multi-storage, multi-energy, and multi-policy optimization for hybrid green and grey hydrogen production: A regional study in China

A Novel Dynamic Peer-to-Peer Carbon Right Sharing Scheme for Microgrid Clusters

Modeling, analysis and prediction of waste biomass gasification integrated with parallel multi-stack solid oxide fuel cell systems for low CO2 emissions: A mechanistic and data-driven approach

Performance analysis and multi-objective optimization of a hybrid system combining reversible solid oxide cell and direct contact membrane distillation

Predictive Energy Management Strategy for Fuel Cell Heavy‐Duty Truck Based on Multizone Tube Model Predictive Control

Prediction of Hydrogen Production from Solid Oxide Electrolytic Cells Based on ANN and SVM Machine Learning Methods

Prediction Study of Solid Oxide Fuel Cell Performance Degradation Using Data‐Driven Approaches

Temperature Equalization Control Strategy for Multi-Stack Solid Oxide Fuel Cell System Based on Anode Ni Particles Coarsening Mechanism

A CFD model for analyzing multiphysics coupling and efficiency optimization in a PEMEC

Short-term hybrid prognostics of fuel cells: A comparative and improvement study

Performance prediction of gasification-integrated solid oxide fuel cell and gas turbine cogeneration system based on PSO-BP neural network

Exploration of new function for thermal energy storage: Temperature stabilizer

Stack performance classification and fault diagnosis optimization of solid oxide fuel cell system based on bayesian artificial neural network and feature selection

Elevating the acceptable cost threshold for solid oxide cells: A case study on refinery decarbonization

Collaborative control for power and temperature tracking of the solid oxide fuel cell under maximum system efficiency

Efficiency and longevity trade-off analysis and real-time dynamic health state estimation of solid oxide fuel cell system

Dynamic degradation identification of solid oxide fuel cell systems based on automatic spectral clustering and neighborhood rough sets

A Study on Predicting the Degradation Performance of Non-stationary SOFC Systems Based on Time Convolutional Networks

A comprehensive PEMFC system model integrating metal hydride hydrogen storage tank

A Comprehensive Review of Thermal Management in Solid Oxide Fuel Cells: Focus on Burners, Heat Exchangers, and Strategies

Data-driven approaches for predicting performance degradation of solid oxide fuel cells system considering prolonged operation and shutdown accumulation effect

Inconsistency analysis and power allocation of the stack in multi-stack solid oxide fuel cell system

Optimal energy management strategies for hybrid power systems considering Pt degradation

A Hierarchical Optimizing Energy Management Strategy for Alleviating Degradation in Fuel Cell Hybrid System

Power Switching Based on Trajectory Planning and Sliding Mode Control for Solid Oxide Fuel Cell Systems

Energy management for proton exchange membrane fuel cell-lithium battery hybrid power systems based on real-time prediction and optimization under multimodal information

A Fuzzy Decoupling Compensator With Direction Control for NOx Sensor

Novel Hybrid Modeling and Analysis Method for Steam Reforming Solid Oxide Fuel Cell System Multifault Degradation Fusion Assessment

Transient analysis and safety-oriented process optimization during electrolysis–fuel cell transition of a novel reversible solid oxide cell system

Multiscale analysis and cost optimization of a reversible solid oxide cell system with coordinated degradation and efficiency considering Ni-particle coarsening

Modeling of Nonlinear SOEC Parameter System Based on Data-Driven Method

Online energy management optimization of hybrid energy storage microgrid with reversible solid oxide cell: A model-based study

Design and research of a novel solid oxide fuel cell with thermal energy storage for load tracking

Control-Oriented Extraction and Prediction of Key Performance Features Affecting Performance Variability of Solid Oxide Fuel Cell System

Thermoelectrical comprehensive analysis and optimization of multi-stack solid oxide fuel cell system

Robust Control of RSOC/Li-ion Battery Hybrid System Based on Modeling and Active Disturbance Rejection Technology

Degradation-oriented real-time power control of fuel cell hybrid vehicles under uncertain driving conditions

A Comparative Study of the Kalman Filter and the LSTM Network for the Remaining Useful Life Prediction of SOFC

Shared Energy and Reserve Based Coordinated Operation Between Electric Vehicle Charging Stations and Distribution Power Network

Multistate Reliability Analysis of Solid Oxide Fuel Cells Using Automatic Spectral Clustering and Neighborhood Rough Sets

Efficiency analysis of a novel reversible solid oxide cell system with the secondary utilization of the stack off-gas: A model-based study

Fault Prognosis Method for Solid Oxide Fuel Cells Based on Mechanism Degradation Process Model and Particle Filtering

Adaptive time-space resource and waveform control for collocated MIMO radar with simultaneous multi-beam

Carbon deposition model of solid oxide fuel cell system for fuel reforming fault prediction

Energy management strategy based on health state for a PEMFC/Lithium-ion batteries hybrid power system

Data-Driven Voltage Prognostic for Solid Oxide Fuel Cell System Based on Deep Learning

System level modeling and optimization of high temperature proton exchange membrane electrolyzer system considering recirculated hydrogen as carrier gas

Generalized Spatial–Temporal Fault Location Method for Solid Oxide Fuel Cells Using LSTM and Causal Inference

Dynamic hierarchical modeling and control strategy of high temperature proton exchange electrolyzer cell system

A Real-Time Load Prediction Control for Fuel Cell Hybrid Vehicle

Data-Driven State Prediction and Analysis of SOFC System Based on Deep Learning Method

Collaborative Operation Between Power Network and Hydrogen Fueling Stations With Peer-to-Peer Energy Trading

Research on Application Characteristics of Zirconia-Based High-Temperature NOx Sensors

Real-Time State of Health Estimation for Solid Oxide Fuel Cells Based on Unscented Kalman Filter

Modeling and analysis of cross-flow solid oxide electrolysis cell with oxygen electrode/electrolyte interface oxygen pressure characteristics for hydrogen production

Modeling and analysis of pumping cell of NOx sensor – Part Ⅰ: Main oxygen pumping cell

Modeling and control-oriented thermal safety analysis for mode switching process of reversible solid oxide cell system

基于系统扰动自适应辨识与抑制的机电作动系统高精度运动控制方法研究

考虑输出约束的机械臂自适应神经网络鲁棒控制

A hybrid prediction method for SOFC degradation prediction

Modeling of fuel cell operating condition estimation based on transfer learning