司方远
博士 、高聘副教授 、博士生导师
博士 、高聘副教授 、博士生导师
| 办公电话: | 电子邮件: fysi@bjtu.edu.cn |
| 通讯地址:北京交通大学电气工程楼803 | 邮编:100044 |
2023.09-今 北京交通大学 电气工程学院 高聘副教授
2022.08-2023.02 清华大学 丘成桐数学科学中心 助教
2021.09-2023.09 清华大学 电机系电力系统研究所智慧能源课题组 博士后/助理研究员
本科生教学:
《电力经济学》(双学位课程)
《电力市场与电力监管》(双学位课程)
《电力市场模拟实验》(双学位课程)
《C语言程序设计》
《专业综合设计与实践(电力系统方向)》
研究生教学:
《现代电力系统分析》
《新型电力系统类创新实践》
班主任工作:
担任本科生2402班、研究生2404班、2506班班主任
学生培养:
2024,张xx,北京交通大学优秀毕业生,电气工程学院优秀毕业设计(论文),保研西安交通大学
2026,余xx,北京交通大学知行奖学金,校级优秀毕业设计(论文),保研浙江大学
2026,吴xx,北京交通大学知行奖学金,校级优秀毕业设计(论文),直博香港大学(清华大学联合培养)
2026,刘xx,保研重庆大学
2026年:
[1] Yuge Duan, Xiaojun Wang, Fangyuan Si*, Zhao Liu, Ning Zhang, Peng Wang, Lukun Ge, Zhishuang Wang. Assessing the maximum carbon reduction potential of regional power grids from grid operators' perspective. Applied Energy, 409, 127460, 2026.
[2] Hua Xie, Zhe Liu, Fangyuan Si*, Congmin Liu. Real-Time PV Consumption Control Strategy for ALK-PEM Hybrid Hydrogen Production Systems Integrating Control Model Adaptive Optimization Driven by GAN-PPO. Journal of Modern Power Systems and Clean Energy, early access, 2026.
[3] 王希豪,王小君,董永乐,葛路琨,刘曌,司方远*.基于碳感知调制扩散模型的虚拟电厂低碳调度场景生成方法[J].电力系统自动化,2026,50(04):69-78.
[4] 杨一帆,刘兆燕,司方远*,等.不完全信息下综合能源系统机理-数据融合驱动建模[J/OL].中国电力,1-15[2026-08-01].
[5] 董永乐,王小君,司方远*,等.面向阻塞管理的多聚合商-配电网分布式运行优化策略[J/OL].电力系统自动化,1-20[2026-08-01].
[6] 王小君,盛康玲,司方远,等.极高渗透率分布式光储场景下主配协同系统优化调控:基于复杂系统理论的研究框架[J/OL].中国电机工程学报,1-19[2026-03-18].
[7] Wenjie Qiao, Ge Guo, Ning Zhang, Yinghua Han, Fangyuan Si, Qiang Zhao. Promoting Emission Reduction of Coupled Power-Traffic Networks Based on Energy–Carbon Integrated Prices. IEEE Transactions on Automation Science and Engineering, 2026, 23: 10704-10717.
[8] Qiang Zhao, Yanan Jiang, Ran Chen, Yinghua Han, Ge Guo, Fangyuan Si. Guided Representation-Enhanced Multi-Agent Reinforcement Learning for Low-Carbon EV Routing and Energy Scheduling. IEEE Internet of Things Journal, 2026, early access.
[9] Kangling Sheng, Xiaojun Wang, Fangyuan Si, Zhao Liu, Haoye Zhou, Shiyu Long. A Hypergraph-Based Framework for Exploring Causal Interactions in Photovoltaic-Integrated Distribution Networks. 2026 IEEE PES International Meeting (PES IM).
[10] Jian Li, Yao Man, Jiahong Xu, Fangyuan Si. Voltage Euclidean Distance and Convolutional Neural Network-Based Topology Identification for Distribution Networks. 2026 9th International Conference on Energy, Electrical and Power Engineering (CEEPE).
2025年:
[1] 司方远, 段玉戈, 盛康玲, 王小君, 刘曌, 姜春鹤, 和敬涵, 张宁, 于洋. 绿氢冶金综合能源系统优化: 关键问题与研究框架, 中国电机工程学报, 2025.
[2] Wenjie Qiao, Yinghua Han, Fangyuan Si, Ning Zhang, Jinkuan Wang, Qiang Zhao. Coordination of integrated energy systems and transportation networks for cost-effective and flexible multi-energy management. Applied Energy, 386, 125555, 2025.
[3] Jie Yan, Xiuyu Li, Han Wang, Fangyuan Si, Wenjie Qiao, Yongqian Liu. The economic value of wind power forecasting: a data-driven method and its application in various scenarios. Energy, 340, 139151, 2025.
[4] 司方远, 洪春梅, 王喜莲. “电力市场与电力监管”课程教学探索. 中国电力教育, 2024, (12): 66-67.
[5] 段玉戈, 王小君, 刘曌, 司方远*, 许寅, 和敬涵, 葛路琨, 王智爽. 基于先验知识修正的社区充电站在线实时优化调度[J/OL]. 电力自动化设备, 1-19[2025-08-11].
[6] 李天明, 王小君, 窦嘉铭, 刘曌, 司方远. 基于约束强化学习的综合能源系统优化调度研究[J]. 电力系统保护与控制, 2025, 53(06): 1-14.
[7] 窦嘉铭, 王小君, 司方远*, 等. 基于深度强化学习的区域综合能源系统主动调节灵活性规则提取及可解释优化调度[J]. 电力系统保护与控制, 2025, 53(23):139-151.
[8] 窦嘉铭,王小君,刘曌,司方远,韩译.面向综合能源系统调度多场景泛化提升的扩散策略学习[J].电力系统自动化,2026,50(03):145-155.
[9] Yongle Dong, Xiaojun Wang, Fangyuan Si, Lukun Ge, Zhishuang Wang, Xihao Wang. Adaptive Multi-path Parallel Optimization Method for Distributed Energy Management. 2025 10th International Conference on Power and Renewable Energy (ICPRE).
[10] Shiyu Long, Xiaojun Wang, Fangyuan Si, Jinming Hou, Xunyan Lv, Haiyang Jiang. Reliability planning of high-penetration renewable power systems considering extreme stagnant meteorological scenarios. 40th Annual Conference on Chinese University Society for Electric Power System and Automation (CUS-EPSA 2025).
[11] Mengjie Xue, Xiaojun Wang, Fangyuan Si, Yuge Duan, Zhao Liu, Ji Qiao, Fan Yang. Low-Carbon Dispatch of Electric-Hydrogen-Carbon Integrated Energy Systems via Improved PSO. 2025 IEEE 8th International Electrical and Energy Conference (CIEEC).
2024年:
[1] Kangling Sheng, Xiaojun Wang, Fangyuan Si*, Yue Zhou, Zhao Liu, Haochen Hua, Xihao Wang, Yuge Duan. Rational capacity investment for renewable hydrogen-based steelmaking systems: A multi-stage expansion planning strategy. Applied Energy, 372, 123746, 2024.
[2] 司方远, 张宁, 韩英华, 窦真兰, 董启环, 康重庆. 面向多元灵活资源聚合的区域综合能源系统主动调节能力评估与优化: 关键问题与研究架构, 中国电机工程学报, 2024, 44(06):2097-2119.
[3] Hantong Feng, Yinghua Han, Fangyuan Si, Qiang Zhao. Detection of False Data Injection Attacks in Cyber-Physical Power Systems: An Adaptive Adversarial Dual Autoencoder with Graph Representation Learning Approach. IEEE Transactions on Instrumentation & Measurement, 73: 1-11, 2024.
[4] Hantong Feng, Yinghua Han, Keke Li, Fangyuan Si, Qiang Zhao. Locational Detection of the False Data Injection Attacks via Semi-Supervised Multi-Label Adversarial Network. International Journal of Electrical Power and Energy Systems, 155, Part B, 109682, 2024.
[5] Wenjie Qiao, Yinghua Han, Fangyuan Si, Jinkuan Wang, Qiang Zhao. A Carbon-Tax-based Pricing Scheme for Vehicle Scheduling in Coupled Power-Traffic Networks. IEEE Transactions on Transportation Electrification, 10(02):4029-4041, 2024.
[6] 许泽凯, 刘曌, 和敬涵, 司方远, 王小君. 新型配电网多虚拟电厂分布式资源聚合与聚合体优化运行方法, 高电压技术, 2024, 50(01): 105-116.
[7] Yinghua Han, Jingrun Wu, Haoqi Chen, Fangyuan Si, Zhiao Cao, Qiang Zhao. Enhancing Grid-Interactive Buildings Demand Response: Sequential Update-Based Multi-Agent Deep Reinforcement Learning Approach. IEEE Internet of Things Journal, 11(14):24439-24451, 2024.
[8] 焦治杰, 许寅, 刘曌, 王小君, 和敬涵, 司方远. 寒潮天气下考虑电动汽车参与灵活调节的电网优化调度方法. 电力系统自动化, 1-16[2024-12-16].
[9] 尚亚彬, 王小君, 刘曌, 马伟, 许泽凯, 司方远. 考虑海量异质资源分区聚类的输配电网协同调度策略. 电力系统保护与控制, 2024, 52(22):82-92.
[10] 焦治杰, 王小君, 刘曌, 和敬涵, 司方远. 考虑分布式新能源出力不确定性的虚拟电厂概率可行域构建方法. 电力系统自动化, 2024, 48(18):129-138.
[11] Yi Han, Xiaojun Wang, Jiaming Dou, Zhao Liu, Fangyuan Si, Yuge Duan. Low-Carbon-Oriented Physical Information Graph Representation for Deep Reinforcement Learning in Power System Real-time Dispatch. 2024 IEEE Power & Energy Society General Meeting (PESGM), Seattle, WA, USA.
[12] Yuge Duan, Xiaojun Wang, Fangyuan Si, Zhao Liu, Mengjie Xue, Aiqiang Pan, Yufan Zhang. Urban Energy System Antifragile Management: A Carbon Trading and Demand Response Prospective. 2024 IEEE International Conference on Energy Internet (ICEI).
2023年:
[1] Fangyuan Si, Ershun Du, Ning Zhang, Yi Wang, Yinghua Han. China's urban energy system transition towards carbon neutrality: challenges and experience of Beijing and Suzhou. Renewable and Sustainable Energy Reviews, 2023, 183: 113468.
[2] Ning Zhang, Yuxiao Liu, Fangyuan Si, Qingchun Hou, Audun Botterud, Chongqing Kang. Topology and Admittance Estimation: Precision Limits and Algorithms. iEnergy, 2(4): 297-307, 2023.
[3] 黄武靖, 司方远*, 张宁, 窦真兰, 康重庆. 面向韧性的城市能源系统安全规则提取及优化运行, 电力系统自动化, 2023, 47(12): 1-8.
[4] Yinghua Han, Keke Li, Chen Wang, Fangyuan Si, Qiang Zhao. Unknown Appliances Detection for Non-Intrusive Load Monitoring based on Conditional Generative Adversarial Networks. IEEE Transactions on Smart Grid, 14(6): 4553-4564, 2023.
[5] 盛康玲, 王小君, 张义志, 刘曌, 司方远. 考虑脱网风险的区域电-氢能源系统两阶段规划方法, 电力自动化设备, 2023, 43(12): 84-92.
[6] Wenjie Qiao, Yinghua Han, Fangyuan Si, Kangping Li, Jinkuan Wang, Qiang Zhao. Optimal Economic-Emission Scheduling of Coupled Transportation and Power Distribution Networks with Multi-Objective Optimization. IEEE Transactions on Industry Applications, 2023, 59(4): 4808-4820.
[7] Yinghua Han, Qinqin Xu, Qiang Zhao, Fangyuan Si. Queue-aware Computation Offloading for UAV-assisted Edge Computing in Wind Farm Routine Inspection. Journal of Renewable and Sustainable Energy, 15:063301, 2023.
[8] Jing Cao, Xin Song, Fangyuan Si. Energy Efficiency Resource Allocation for Cell-edge Users with Social-aware based Grouping D2D. ICT Express, 9(5): 915-920, 2023.
[9] Fangyuan Si, Ning Zhang, Yi Wang, Peng-Yong Kong, Wenjie Qiao. Distributed Optimization for Integrated Energy Systems with Secure Multi-Party Computation. IEEE Internet of Things Journal, 2023, 10(9): 7655-7666.
[10] Fangyuan Si, Yinghua Han, Qinqin Xu, Jinkuan Wang, Qiang Zhao. Cloud-Edge-Based We-Market: Autonomous Bidding and Peer-to-Peer Energy Sharing Among Prosumers. Journal of Modern Power Systems and Clean Energy, 2023, 11(4): 1282-1293.
[11] Wenjie Qiao, Yinghua Han, Fangyuan Si*, Ning Zhang, Jinkuan Wang, Qiang Zhao. An economic scheduling method for coordinated integrated energy systems and transportation networks. 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), Chongqing, China, 2023.07.07-09.
[12] Kangling Sheng, Xiaojun Wang, Fangyuan Si*, Zhao Liu, Jinghan He, Yizhi Zhang. Capacity configuration optimization of hydrogen-based steelmaking system with high renewable energy penetration. Energy Proceedings. The 15th International Conference on Applied Energy (ICAE2023), Doha, Qatar, 2023.12.03-07.
[13] Yinghua Han, Huaiyuan Qi, Fangyuan Si, Kangping Li, Qiang Zhao. A Multi-Discriminator Weighted Adversarial Network for Cross-Domain Unknown Wind Turbine Fault Diagnosis. 2023 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), Chongqing, China, 2023.07.07-09.
2022年:
[1] Fangyuan Si, Jinkuan Wang, Yinghua Han, Qiang Zhao. Risk-Averse Multiobjective Optimization for Integrated Electricity and Heating System: An Augment Epsilon-Constraint Approach. IEEE Systems Journal, 2022, 16(4): 5142-5153.
[2] 司方远, 韩英华, 袁怀通, 汪晋宽, 赵强. 计及混合潮流约束的热-电互联综合能源系统多目标优化调度. 控制与决策, 2022, 37(01): 97-107.
[3] Wenjie Qiao, Yinghua Han, Qiang Zhao, Fangyuan Si, Jinkuan Wang. A Distributed Coordination Method for Coupled Traffic-Power Network Equilibrium Incorporating Behavioral Theory. IEEE Transactions on Vehicular Technology, 2022, 71(12): 12588-12601.
[4] Jing Cao, Xin Song, Zhigang Xie, Suyuan Li, Fangyuan Si. Social-aware relay selection and energy-efficient resource allocation for relay-aided D2D communication. Physical Communication, 2022, 52:101665.
[5] Wenjie Qiao, Yinghua Han, Fangyuan Si*, Jinkuan Wang, Kangping Li, Qiang Zhao. An Economic and Low-Carbon Co-optimization Method for Coupled Transportation and Power Distribution Networks. 2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), Shanghai, China, 2022.07.08-11.
2021年及以前:
[1] Fangyuan Si, Yinghua Han, Jinkuan Wang, Qiang Zhao. Connectivity Verification in Distribution Systems Using Smart Meter Voltage Analytics: A Cloud-Edge Collaboration Approach. IEEE Transactions on Industrial Informatics, 2021, 17(6): 3929-3939.
[2] Fangyuan Si, Yinghua Han, Qiang Zhao, Jinkuan Wang. Cost-effective operation of the urban energy system with variable supply and demand via coordination of multi-energy flows. Energy, 2020, 203:117827.
[3] 司方远, 韩英华, 赵强, 汪晋宽. 基于AP-LOF离群组检测的配电网连接验证. 东北大学学报(自然科学版), 2020, 41(08): 1070-1074.
[4] Fangyuan Si, Jinkuan Wang, Yinghua Han, Qiang Zhao, Peng Han, Yan Li. Cost-efficient multi-energy management with flexible complementarity strategy for energy internet. Applied Energy, 2018, 231:803-815.
[5] 司方远, 汪晋宽, 韩英华, 赵强. 信息物理融合的智慧能源系统多级对等协同优化. 自动化学报, 2019, 45(01): 84-97.
[6] Fangyuan Si, Jinkuan Wang, Qiang Zhao, Yinghua Han. A multi-objective optimization strategy for combined heat and power systems of the energy internet. 2017 29th Chinese Control And Decision Conference (CCDC), Chongqing, China, 2017.05.28-30.
[1] Chongqing Kang, Fangyuan Si, Yaohua Cheng, e. Method and apparatus for measuring carbon emission of district heating system, electronic, device, and medium. US Chinese Patent of Invention, 18/092,526, 2023/01/03
[2] Fangyuan Si, Yuge Duan, Kangling Sheng, Ning Zhang, Xiaojun Wang, Zhao Liu, Mengjie Xue. MULTI-SCALE COORDINATED CONTORL METHOD OF INTEGRATED ENERGY SYSTEM FOR GREEN HYDROGEN METALLURGY:US19/332045[P].2025-09-18.
[3] 康重庆; 司方远; 程耀华; 张宁; 杜尔顺; 王鹏; 李姚旺; 张世旭.天然气系统碳排放计量方法、装置、电子设备及存储介质:202210015745.X[P].2026-02-03.
[4] 康重庆; 司方远; 程耀华; 张宁; 杜尔顺; 李姚旺; 王鹏; 刘昱良.区域供热系统碳排放计量方法、装置、电子设备及介质:202210016549.4[P].2026-02-03.
[5] 刘曌; 王小君; 尚亚彬; 司方远; 和敬涵; 马伟; 许泽凯.一种针对异质资源分区聚类的输配电网协同调度方法:202410828156.2[P].2025-11-18.
[6] 司方远; 黄武靖; 康重庆; 杜尔顺; 窦真兰; 李姚旺; 王鹏; 张春雁; 孙沛.用于城市能源系统韧性提升的安全规则提取及优化方法:202211474351.7[P].2025-09-16.
[7] 王小君; 刘畅宇; 刘曌; 张大海; 司方远; 罗国敏; 尚博阳.配电网高阻故障检测及可解释性分析方法:202510451431.8[P].2025-09-12.
[8] 王小君; 窦嘉铭; 刘曌; 司方远; 和敬涵.用于异质能源系统智能调度决策的可信解释方法及系统:202410408471.X[P].2025-09-05.
[9] 司方远; 段玉戈; 盛康玲; 王小君; 刘曌; 薛梦洁.一种绿氢冶金综合能源系统的多尺度协同调控方法:202411402643.9[P].2025-08-22.
[10] 司方远; 段玉戈; 盛康玲; 王小君; 刘曌.绿氢冶金综合能源系统的多能质流一体化精准建模方法:202411402636.9[P].2025-08-05.
[11] 王小君; 焦治杰; 刘曌; 和敬涵; 司方远; 马伟; 董永乐; 安媛清; 郑鑫鑫.一种应对电力缺额的调度方法、系统、电子设备及介质:202411811423.1[P].2025-08-01.
[12] 王小君; 刘畅宇; 刘曌; 张大海; 罗国敏; 司方远; 尚博阳.融合时空图信息的配网故障区段定位及可解释性分析方法:202411913055.1[P].2025-07-11.
[13] 司方远; 段玉戈; 盛康玲; 王小君; 刘曌; 龙施雨.一种绿氢冶金综合能源系统的高效运行方法:202411402645.8[P].2025-07-08.
[14] 司方远; 段玉戈; 盛康玲; 王小君; 刘曌; 薛梦洁.一种绿氢冶金综合能源系统的优化方法:202411402651.3[P].2025-07-08.
[15] 刘曌; 焦治杰; 和敬涵; 王小君; 许寅; 司方远.一种严寒天气下电动汽车参与电网灵活性支撑的建模方法:202411093096.0[P].2025-05-30.
[16] 司方远; 张宁; 康重庆; 杜尔顺; 李姚旺; 王鹏; 张春雁; 窦真兰; 孙沛.综合能源系统的分布式优化方法、装置、设备及存储介质:202210670011.5[P].2025-05-02.
[17] 司方远; 韩英华; 汪晋宽; 赵强.一种基于云边协同的家庭微网自主竞价系统及方法:202011285413.0[P].2024-02-02.
[18] 李佳; 杨晓斌; 何伟; 张宁; 司方远; 杜尔顺; 李姚旺; 王鹏; 康重庆.一种电力系统的间接碳排放精细化核算方法及系统:202210701991.0[P].2022-10-11.
[1] 基于云-边协同的配电网拓扑连接验证软件V1.0
[2] 配电网海量灵活性资源可行域聚合与集群调控软件V1.0
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