电力系统分析、运行与控制

新能源与综合能源系统

大数据与人工智能在电力系统中的应用

2000-2004  西安交通大学电气工程学院   本科

2004-2006  西安交通大学电气工程学院   硕士研究生

2006-2011  西安交通大学电气工程学院   博士研究生

2008-2010  美国Texas A&M University    国家公派访问学者

2012-2015  西安交通大学电气工程学院电力工程系讲师

2016-2021   西安交通大学电气工程学院电力工程系 副教授，博导

2022至今   西安交通大学电气工程学院电力工程系 教授，博导

主持/参与国家重点研发计划项目2项，国家自然科学基金项目3项，国家博士后基金项目1项，陕西省重点研发计划项目1项，校企合作科技项目40余项。开发了多项电力系统稳态及暂态分析、新能源发电预测等软件包已应用于实际工程项目：

1、响应驱动的大电网稳定性智能增强分析与控制技术——国家重点研发计划项目

2、面向新型城镇的能源互联网关键技术及应用——国家重点研发计划项目

3、基于模型-数据融合的交直流混联系统在线暂态稳定性评估方法研究——国家自然科学基金面上项目

4、智能电网中针对“互动”用电信息的假数据注入攻击危害分析及防御策略研究——国家自然科学基金面上项目

5、基于全电磁暂态数学模型的大规模交直流混联电力系统暂态稳定性仿真方法研究——国家自然科学基金青年项目

6、分布式光伏并网特性及广域动态监测技术研究——陕西电科院

7、高比例新能源多直流群送出电网综合送出能力分析及提升控制技术研究——国家电网有限公司西北分部

8、基于深度学习神经网络和PEST大数据的电量科学预测方法研究——国网陕西省电力公司

9、多直流弱送端电网新能源紧急功率控制技术研究及示范——国网甘肃省电力公司

10、超高压电网可控移相器关键技术与示范工程可行性研究——华东电力研究院

11、可控高抗、串补等新型元件对西北电网稳定运行的影响——西北电网有限公司

12、大规模交直流电力系统全电磁暂态仿真技术理论和方法研究——中国电力科学研究院。

近年来发表论文100余篇，其中SCI检索30余篇，EI检索50余篇；合作申请国家发明专利30余项，已授权20余项；并获陕西省科学技术奖二等奖1项（第2完成人），陕西省高等学校科学技术奖一等奖1项（第2完成人），中国仪器仪表学会科技二等奖1项（第2完成人），中国可再生能源学会科技进步二等奖1项（第5完成人），国家电网公司科学技术奖二等奖2项（第2完成人）。

Xiaoming Liu, Jun Liu*, Tao Ding, Yu Zhao. "A Bayesian Deep Learning Based Probabilistic Risk Assessment and Early Warning Model for Power System Considering Meteorological Conditions," IEEE Transactions on Industrial Informatics. 2023.

Xiaoming Liu, Jun Liu*, Yu Zhao, Tao Ding. "A Deep Reinforcement Learning-Based Resilience Enhancement Framework for Distribution Networks Under Extreme Weather Events," CSEE Journal of Power and Energy Systems. 2023.

Kezheng Ren, Jun Liu*, Xinglei Liu, Yongxin Nie. "Reinforcement Learning-Based Bi-Level Strategic Bidding Model of Gas-fired Unit in Integrated Electricity and Natural Gas Markets Preventing Market Manipulation," Applied Energy. 2023, 336: 120813.

Xinglei Liu, Jun Liu*, Kezheng Ren, Jiacheng Liu, Xiaoming Liu. "An Integrated Fuzzy Multi-Energy Transaction Evaluation Approach for Energy Internet Markets Considering Judgement Credibility and Variable Rough Precision," Energy. 2022.

Zhang Chen, Jun Liu*, Xinglei Liu. "GPU accelerated power flow calculation of integrated electricity and heat system with component-oriented modeling of district heating network," Applied Energy. 2022, 305: 117832.

Jun Liu, Hang Song, Huiwen Sun, Hongyan Zhao. "High-precision Identification of Power Quality Disturbances under Strong Noise Environment based on FastICA and Random Forest," IEEE Transactions on Industrial Informatics. 2021, 17(1): 377-387.

Jun Liu, Yefu Chen, Chao Duan, Lin Jiang*, Jia Lyu. "Distributionally Robust Optimal Reactive Power Dispatch with Wasserstein Distance in Distribution Network," Journal of Modern Power Systems and Clean Energy. 2020, 8(3): 426-436.

Jun Liu, Huiwen Sun, Yitong Li, Wanliang Fang*, Shuanbao Niu. "An Improved Power System Transient Stability Prediction Model Based on mRMR Feature Selection and WTA Ensemble Learning," Applied Sciences. 2020, 10(7), 2255.

Jun Liu, Jinchun Chen, Chao Wang*, Zhang Chen, Xinglei Liu. "Market Trading Model of Urban Energy Internet Based on Tripartite Game Theory," Energies. 2020, 13(7), 1834.

Jun Liu, Xudong Hao, Xu Wang, Yefu Chen, Wanliang Fang*, Shuanbao Niu. "Application of thyristor controlled phase shifting transformer excitation impedance switching control to suppress short-circuit fault current level," Journal of Modern Power Systems and Clean Energy, Feb. 07, 2018, 6(4): 821-832.

Jun Liu, Xudong Hao, Peifen Cheng, Wanliang Fang*, Shuanbao Niu. "A Parallel Probabilistic Load Flow Method Considering Nodal Correlations," Energies, 2016, 9(12), 1041-1056.

Jun Liu, Zhanhong Wei, Wanliang Fang, Chao Duan, Junxian Hou and Zutao Xiang. "Modified Quasi-Steady State Model of DC System for Transient Stability Simulation Under Asymmetric Faults," Mathematical Problems in Engineering. vol. 2015, 103649: 1-12.

Chao Duan, L. Jiang, Wanliang Fang, and Jun Liu. "Data-driven Distributionally Robust Energy-Reserve-Storage Dispatch," IEEE Transactions on Industrial Informatics, 2018, 14(7): 2826-2836.

Chao Duan, Wanliang Fang, L. Jiang, L. Yao, and Jun Liu. "Distributionally Robust Chance-Constrained Approximate AC-OPF with Wasserstein Metric," IEEE Transactions on Power Systems, 2018, 33(5): 4924-4936.

Chao Duan, L. Jiang, Wanliang Fang, and Jun Liu. "Data-driven Affinely Adjustable Distributionally Robust Unit Commitment," IEEE Transactions on Power Systems, 2018, 33(2): 1385-1398.

Chao Duan, L. Jiang, Wanliang Fang, and Jun Liu. "Moment-SOS Approach to Interval Power Flow," IEEE Transactions on Power Systems, 2017, 32(1): 522-530.

Jun Liu, Wanliang Fang, Xudong Zhang, Chunxiang Yang. "An Improved Photovoltaic Power Forecasting Model With the Assistance of Aerosol Index Data," IEEE Transactions on Sustainable Energy. 2015, 6(2): 434-442.

Jun Liu, G. M. Huang, Zhiying Ma, Yingsan Geng. "A Novel Smart High-Voltage Circuit Breaker for Smart Grid Applications," IEEE Transactions on Smart Grid. 2011, 2(2): 254-264.

刘嘉诚，刘俊*, 赵宏炎，吴泽阳，刘晓明，吴柳. 基于DKDE与改进mRMR特征选择的短期光伏出力预测. 电力系统自动化, 2021, 45(14): 13-21.

刘俊, 王超, 陈津莼, 刘晓明, 刘跃文. 基于博弈论的能源互联网多市场主体收益模型. 电力系统自动化, 2019, 43(14): 90-96.

刘俊, 赵宏炎, 刘嘉诚, 潘良军, 王楷. 基于协整-格兰杰因果检验和季节分解的中期负荷电量预测. 电力系统自动化, 2019, 43(1): 73-80.

刘俊，孙惠文，吴柳，张振宇，牛拴保，柯贤波，霍超. 电力系统暂态稳定性评估综述. 智慧电力, 2019, 47(7): 1-7.

刘俊，王旭，孙惠文，赵宏炎，牛拴保，霍超. 采用FJPD互信息的电力系统暂态稳定性预测特征选择分析. 智慧电力, 2018, 46(10): 78-85, 95.

刘俊, 郝旭东, 程佩芬, 王超, 宋行. "结合M-Copula理论与半不变量的随机潮流方法," 电网技术. 2018, 42(2): 588-594.

刘俊, 郭瑾程, 魏占宏, 方万良*, 侯俊贤, 项祖涛. "频变输电线路模型中的低阶拟合方法," 电网技术. 2017, 41(4): 1197-1203.

刘俊, 王旭, 郝旭东, 陈业夫*, 丁坤, 汪宁渤, 牛拴保. "基于多维气象数据和PCA-BP神经网络的光伏发电功率预测," 电网与清洁能源, 2017, 33(1): 122-129.