电气工程学院-刘兴华导师介绍
刘兴华
教授
硕，博士生导师
男
电气工程学院
电气工程
电力系统及其自动化、新型电力系统韧性控制、人工智能在新型电力系统中的应用等
liuxh@xaut.edu.cn
西安理工大学教授、博士生导师，国家级青年人才，陕西省杰青，陕西省高层次人才，陕西省高校青年创新团队带头人，陕西省高校引智基地负责人，西安市信息物理电力运行控制重点实验室负责人。主要研究方向为网络化控制系统，新型电力系统的状态感知、安全控制及韧性提升，综合能源系统的优化调度等。目前累计发表SCI学术论文170余篇，IEEE TAC、TCYB、TII、TSMC、TCASI、TITS、TTE、TASE、TCASII等IEEE汇刊及能源类Top期刊论文70余篇，ESI高被引论文10篇，完成英文专著2部，授权/申请国家发明专利14项，主持/共同主持国家级、省部级、国家电网、企业委托等纵/横向课题24项，获得省部级科学技术奖励2项、其他学术科研奖励与科技竞赛奖励14项。担任 IEEE Senior Member、IEEE IES会员、IEEE Power & Energy会员、中国自动化学会终身会员、中国仿真学会机器人系统仿真专委会委员、中国自动化学会系统仿真专业委员会委员等职务，同时担任ICEICT、ICCT、ICIEA、CCDC、ICSR、REEE等20余个国内外学术会议的技术编委、分会场主席、组织委员会主席等职务。
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科研项目
主持国家自然科学基金3项(面上1项、联合基金1项、青年1项)，国家科技部外专项目1项，省级人才项目3项(陕西省杰出青年基金、陕西高层次人才项目、陕西青年科技新星项目)，西安市科技局、陕西省国网公司、南瑞集团、西安亮丽集团等其他纵/横向课题24项。
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研究成果
1. Xiang Yang, Xinghua Liu*, Zhengmao Li, Gaoxi Xiao, Peng Wang, Resilience-oriented proactive operation strategy of coupled transportation power systems under exogenous and endogenous uncertainties, Reliability Engineering & System Safety, vol. 262, Article ID 111161, 2025.
2. Guangyu Song, Xinghua Liu*, Zhongbao Wei, Gaoxi Xiao, Peng Wang, event-triggered adaptive tracking control of hybrid energy storage systems with multiple disturbances, IEEE Transactions on Transportation Electrification, 2025. Publish Online
3. Siwei Qiao, Xinghua Liu*, Gaoxi Xiao, Shuzhi Sam Ge, Security performance of MOSMLFC power system under historical-frequency-triggered DoS attacks, IEEE Transactions on Automation Science and Engineering, 2024. Publish Online
4. Zhuoer An, Xinghua Liu*, Gaoxi Xiao, Peng Wang, A robust tube-based MPC strategy with the enhanced memory state feedback for uncertain constrainted linear systems with time delays, International Journal of Control, Automation and Systems, vol. 23, pp. 737-747, 2025.
5. Kai Zhong, Zhihao Liu, Jiaqiang Tian, Chao Fan, Yujie Wang, Xinghua Liu, Peng Wang, Simultaneous prediction of SOH and RUL for lithium-ion batteries using transferable knowledge sharing network, IEEE Transactions on Power Electronics, 2025. Publish Online
6. Yuan Fan, Qiang Chi, Xiaohan Fang, Jiaqiang Tian, Mince Li, Xinghua Liu, State-of-charge estimation of lithium-ion batteries using an adaptive particle filter based on an improved particle swarm optimization algorithm, IEEE Transactions on Transportation Electrification, 2025. Publish Online
7. Wentao Ma, Jingsong Xue, Yang Li, Peng Guo, Xinghua Liu, Zhongbao Wei, A stable lithium-ion battery soh estimation framework for suppressing measurement noise with unknown distribution, IEEE Transactions on Transportation Electrification, 2025. Publish Online
8. Siwei Qiao, Xinghua Liu*, Shiping Wen, Shuzhi Sam Ge, Event-triggered memory sliding mode load frequency control of power system with BESSs against frequency-based deception attacks, Journal of the Franklin Institute, vol. 362, Article ID 107644, 2025.
9. Xinghua Liu*, Xinying Xue, Wentao ma, Peng Wang, Equalization strategy of lithium-ion battery packs under two-level structure: An adaptive model predictive control approach, Journal of Energy Storage, Article ID 116027, 2025.
10. Bangji Fan, Xinghua Liu*, Gaoxi Xiao, Yan Xu, Xiang Yang, Peng Wang, A memory-based graph reinforcement learning method for critical load restoration with uncertainties of distributed energy resource, IEEE Transactions on Smart Grid, vol. 16, no. 2, pp. 1706-1718, 2025.
11. Siwei Qiao, Xinghua Liu*, Gaoxi Xiao, Peng Wang, Shuzhi Sam Ge, Reliable control of wind power systems under frequency-based deception attacks: AMD event-triggered strategy, IEEE Transactions on Reliability, vol. 74, no. 1, pp. 2027-2040, 2025.
12. Xiang Gao, Du Jiaxuan, Xinghua Liu, Jinhong Wang, Object detection based on improved YOLOv10 for electrical equipment image classification, Processes, vol. 13, no. 2, pp. 529, 2025.
13. Zhongbao Wei, Haoyong Cui, Xinghua Liu, Yang Li, Rui Wang, Real-time reconfiguration-based all-cell flexibility and capacity maximum utilization of second-life batteries, IEEE Transactions on Transportation Electrification, vol. 11, no. 1, pp. 1035-1047, 2025.
14. Zepei Zhang, Yuan Fan, Jiaqiang Tian, Huyong Kuang, Mince Li, Tianhong Pan, Yujie Wang, Xinghua Liu, Online estimation of model parameters and state of charge for lithium-ion battery using multitimescale recurrent neural networks, IEEE Transactions on Industrial Electronics, 2025. Publish Online
15. Peng Guo, Wentao Ma*, Xinghua Liu*, Badong Chen, Robust model parameter identification and SOC estimation for li-ion batteries considering noisy measurement, IEEE Transactions on Industrial Electronics, 2025. Publish Online
16. Xiang Yang, Xinghua Liu*, Tianyang Zhao*, Gaoxi Xiao, Bangji Fan, Shengwei Liu, Resilient unit commitment for transmission lines hardening under endogenous uncertainties, IEEE Transactions on Power Systems, vol. 40, no. 1, pp. 204-217, 2025.
17. Xiang Yang, Xinghua Liu*, Tianyang Zhao, Zhonggang Yin, Gaoxi Xiao, Bangji Fan, A two-stage robust approach for resilient unit commitment with rail-based mobile energy storage under diffusional uncertainties, IEEE Transactions on Sustainable Energy, 2024. Publish Online
18. Xinghua Liu*, Jun Yan, Gaoxi Xiao, Xiaoyue Zhang, Tianyang Zhao, Peng Wang, Distributed event-triggered fixed-time secondary voltage control and automatic power sharing for MTDC grids, IEEE Systems Journal, vol. 18, no. 4, pp. 2010-2021, 2024.
19. Xinghua Liu*, Zhichao Gao, Jiaqiang Tian, Zhongbao Wei, Changqing Fang, Peng Wang, State of health estimation for lithium-ion batteries using voltage curves reconstruction by conditional generative adversarial network, IEEE Transactions on Transportation Electrification, vol. 10, no. 4, pp. 10557-10567, 2024.
20. Yuan Fan, Zepei Zhang, Guozhi Yang, Tianhong Pan, Jiaqiang Tian, Mince Li, Xinghua Liu, Peng Wang, A comparative study of modeling and parameter identification for lithium-ion batteries energy storage systems, Measurement, Article ID 116263, 2024.
21. Zhuoer An, Xinghua Liu*, Gaoxi Xiao, Guangyu Song, Peng Wang, Tube-based MPC strategy for load frequency control of multi-area interconnected power system with HESS, Journal of Energy Storage, Article ID 113340, 2024.
22. Xinghua Liu*, Longyu Zu, Zhongbao Wei, Yubo Wang, Zhongmei Pan, Gaoxi Xiao, Nicholas Jenkins, Two-layer optimal scheduling of integrated electric-hydrogen energy system with seasonal energy storage, International Journal of Hydrogen Energy, vol. 82, pp. 1131-1145, 2024.
23. Xinghua Liu*, Qianmeng Jiao, Siwei Qiao, Ziming Yan, Shiping Wen, Peng Wang, A hybrid monotonic neural network approach for multi-area power system load frequency control against FGSM attack, IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 71, no. 8, pp. 3780-3784, 2024.
24. Ruoyang Song, Xinghua Liu*, Zhongbao Wei, Fengwen Pan, Yanbo Wang, Hongwen He, Safety and longevity-enhanced energy management of fuel cell hybrid electric vehicle with machine learning approach, IEEE Transactions on Transportation Electrification, vol. 10, no. 2, pp. 2562-2571, 2024.
25. Xinghua Liu*, Yunan Zhao, Shiping Wen, Badong Chen, Shuzhi Sam Ge, Motion segmentation with event camera: N-patches optical flow estimation and Pairwise Markov Random Fields, Expert Systems with Applications, vol. 254, Article ID 124342, 2024.
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学校介绍
西安理工大学研究生教育始于1960年，1978年恢复招收研究生，1981年实施学位条例后，是首批招收研究生和有权授予博士、硕士学位的高等院校之一。先后获得在职人员硕士学位单独考试权和推荐免试攻读硕士学位授权、全国工商管理硕士（MBA）、高级管理人员工商管理硕士（EMBA）学位授予权、工程硕士专业学位授予权、会计硕士、审计硕士专业学位授予权，具有自行审定增列博士生指导教师审批权；目前已形成了博士、硕士、专业学位、同等学力人员申请硕士学位等多层次、多类型、较完整的学位与研究生教育体系。是教育部首批实施“专业学位研究生教育综合改革试点单位”的高校之一。2011年9月经陕西省政府同意，省教育厅批准试办研究生院。2011年12月获“全国学位与研究生教育信息工作先进单位”荣誉称号。现有研究生指导教师500余名，各类在学研究生6000余名。西安理工大学目前已成为一个我国及陕西省研究生培养的重要基地。
西安理工大学现有1个一级国家重点学科（涵盖5个二级学科）和21个陕西省重点学科。具有10个一级学科博士学位授权点，41个二级学科博士学位授权点，23个一级学科硕士学位授权点，91个二级学科硕士学位授权点，覆盖现有研究生学科、专业目录中的13个门类的经济学、 法学、教育学、文学、理学、工学、农学、管理学、艺术学等9个门类，同时也覆盖了学校所有本科专业。
多年来，西安理工大学学位与研究生教育工作多次受到上级表彰，曾获全国硕士研究生招生统一考试规范化考点；陕西省研究生培养工作先进单位；陕西省研究生创新教育先进单位等多项荣誉。近年来，西安理工大学以科学发展观为指导，着力加强内涵建设，办学水平和社会声誉稳步提高。至2011年底，30多年来，先后招收各类研究生16500余名，共有30届研究生毕业，474人被授予博士学位、10475人被授予硕士学位，2001年电气工程学科刘健博士的学位论文荣获全国优秀博士学位论文， 2007年土木工程学科张平博士的学位论文荣获全国优秀博士学位论文提名。2006年被陕西省发展和改革委员会、陕西省人事厅授予“在振兴装备制造业工作中做出重要贡献的先进单位”称号，成为陕西高校中唯一受表彰的先进单位；2011年被中国机械工业联合会授予“优秀会员单位”称号，是全国获此殊荣的40个企事业单位中唯一一所高等学校。为国家和地方经济建设，特别是为国家制造业、水利水电行业的发展做出了重要的贡献。
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