司方远｜北京交通大学｜学者主页

2026

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

王小君，盛康玲，司方远，刘曌，陈敏，裴玮，肖浩，刘志仁，和敬涵

《中国电机工程学报》

2026

不完全信息下综合能源系统机理-数据融合驱动建模

杨一帆，刘兆燕，司方远，席嫣娜，许寅，李潇，王小君

《中国电力》

2026

面向阻塞管理的多聚合商-配电网分布式运行优化策略

董永乐，王小君，司方远，王希豪，葛路琨，王智爽

《电力系统自动化》

2026

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

王希豪，王小君，董永乐，葛路琨，刘曌，司方远

《电力系统自动化》

2026

面向综合能源系统调度多场景泛化提升的扩散策略学习

窦嘉铭，王小君，刘曌，司方远，韩译

《电力系统自动化》

2026

基于先验知识修正的社区充电站在线实时优化调度

段玉戈，王小君，刘曌，司方远，许寅，和敬涵，葛路琨，王智爽

《电力自动化设备》

DOI

2026

基于碳流理论的交通-电力融合系统能-碳综合定价方法

乔文杰，司方远，张宁，韩英华，赵强，李佳

《电力需求侧管理》

2026

Ultra-Short-Term Wind Power Prediction via Adaptive Feature Enhancement and Attention-Assisted Hybrid Residual Network

Jianan Zhao, Xiaojun Wang, Fangyuan Si, Jiwei Zhou, Han Wang

IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)

DOI

2026

Two-Stage Capacity Sizing Optimization for Microgrids Based on Time-Series Interaction and Rolling Validation

Ning Xiong, Yuting Li, Zhaoping Zhou, Wenzhe Rui, Xiaojun Wang, Fangyuan Si

IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)

DOI

2026

Reliability planning of high-penetration renewable power systems considering extreme stagnant meteorological scenarios

Shiyu Long, Xiaojun Wang, Fangyuan Si, Jinming Hou, Xunyan Lv, Haiyang Jiang

IET conference proceedings.

DOI

2026

Voltage Euclidean Distance and Convolutional Neural Network-Based Topology Identification for Distribution Networks

J T Li, Yao Man, Jiahong Xu, Fangyuan Si

International Conference on Energy, Electrical and Power Engineering (CEEPE)

DOI

2026

Assessing the maximum carbon reduction potential of regional power grids from grid operators' perspective

Yuge Duan, Xiaojun Wang, Fangyuan Si, Zhao Liu, Ning Zhang, Peng Wang, Lukun Ge, Zhishuang Wang

Applied Energy

DOI

2026

A Hypergraph-Based Framework for Exploring Causal Interactions in Photovoltaic-Integrated Distribution Networks

Kangling Sheng, X. Sean Wang, Fangyuan Si, Z. A. Liu, Haoye Zhou, Shiyu Long

DOI

2026

Promoting Emission Reduction of Coupled Power-Traffic Networks Based on Energy–Carbon Integrated Prices

Wenjie Qiao, Ge Guo, Ning Zhang, Yinghua Han, Fangyuan Si, Qiang Zhao

IEEE Transactions on Automation Science and Engineering

DOI

2026

Trajectory-Based Residual Deep Reinforcement Learning for Electric Vehicle Charging Scheduling With Grid Stability Constraints

Yinghua Han, Ruibo Zhang, Ziheng Fan, Qiang Zhao, Ge Guo, Fangyuan Si

IEEE Transactions on Automation Science and Engineering

DOI

2025

The economic value of wind power forecasting: a data-driven method and its application in various scenarios

Jie Yan, Xiuyu Li, Han Wang, Fangyuan Si, Wenjie Qiao, Yongqian Liu

Energy

DOI

2025

Adaptive Multi-path Parallel Optimization Method for Distributed Energy Management

Yongle Dong, Xiaojun Wang, Fangyuan Si, Lukun Ge, Zhishuang Wang, Xiao Hua Wang

International Conference on Power and Renewable Energy (ICPRE)

DOI

2025

Low-Carbon Dispatch of Electric-Hydrogen-Carbon Integrated Energy Systems via Improved PSO

M.M. Xue, Xiaojun Wang, Fangyuan Si, Yuge Duan, Zhao Liu, Qiao Ji, Fan Yang

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2025

Coordination of integrated energy systems and transportation networks for cost-effective and flexible multi-energy management

Wenjie Qiao, Yinghua Han, Fangyuan Si, Ning Zhang, Jinkuan Wang, Qiang Zhao

Applied Energy

DOI

2024

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

司方远，张宁，韩英华，窦真兰，董启环，康重庆

《中国电机工程学报》

2024

Urban Energy System Antifragile Management: A Carbon Trading and Demand Response Prospective

Yuge Duan, Xiaojun Wang, Fangyuan Si, Zhao Liu, M.M. Xue, Aiqiang Pan, Yufan Zhang

IEEE International Conference on Energy Internet (ICEI)

DOI

2024

Low-Carbon-Oriented Physical Information Graph Representation for Deep Reinforcement Learning in Power System Real-time Dispatch

Yi Han, Xiaojun Wang, Jiaming Dou, Zhao Liu, Fangyuan Si, Yuge Duan

IEEE Power & Energy Society General Meeting (PESGM)

DOI

2024

Enhancing Grid-Interactive Buildings Demand Response: Sequential Update-Based Multiagent Deep Reinforcement Learning Approach

Yinghua Han, Jingrun Wu, Haoqi Chen, Fangyuan Si, Zhiao Cao, Qiang Zhao

IEEE Internet of Things Journal

DOI

2024

Rational capacity investment for renewable hydrogen-based steelmaking systems: A multi-stage expansion planning strategy

Kangling Sheng, Xiaojun Wang, Fangyuan Si, Yue Zhou, Zhao Liu, Haochen Hua, Xihao Wang, Yuge Duan

Applied Energy

DOI

2023

考虑脱网风险的区域电-氢能源系统两阶段规划方法

盛康玲，王小君，张义志，刘曌，司方远

《电力自动化设备》

2023

Cloud-edge-based We-Market: Autonomous Bidding and Peer-to-peer Energy Sharing Among Prosumers

Fangyuan Si, Yinghua Han, Qinqin Xu, Jinkuan Wang, Qiang Zhao

Journal of Modern Power Systems and Clean Energy

2023

Topology and admittance estimation: Precision limits and algorithms

Ning Zhang, Yu-Xiao Liu, Fangyuan Si, Qingchun Hou, Audun Botterud, Chongqing Kang

iEnergy

DOI

2023

Detection of False Data Injection Attacks in Cyber-Physical Power Systems: An Adaptive Adversarial Dual Autoencoder With Graph Representation Learning Approach

Hantong Feng, Yinghua Han, Fangyuan Si, Qiang Zhao

IEEE Transactions on Instrumentation and Measurement

DOI

2023

Queue-aware computation offloading for UAV-assisted edge computing in wind farm routine inspection

Yinghua Han, Qinqin Xu, Qiang Zhao, Fangyuan Si

Journal of Renewable and Sustainable Energy

DOI

2023

A Carbon-Tax-Based Pricing Scheme for Vehicle Scheduling in Coupled Power-Traffic Networks

Wenjie Qiao, Yinghua Han, Fangyuan Si, Jinkuan Wang, Qiang Zhao

IEEE Transactions on Transportation Electrification

DOI

2022

Risk-Averse Multiobjective Optimization for Integrated Electricity and Heating System: An Augment Epsilon-Constraint Approach

Fangyuan Si, Jinkuan Wang, Yinghua Han, Qiang Zhao

Ieee Systems Journal，Vol. 160, No. 40

DOI

2022

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

司方远，韩英华，袁怀通，汪晋宽，赵强

《控制与决策》

DOI

2021

面向能源互联网的源-网-荷协调优化策略研究

司方远

《东北大学》

2020

基于AP-LOF离群组检测的配电网连接验证

司方远，韩英华，赵强，汪晋宽

《东北大学学报(自然科学版)》

2019

信息物理融合的智慧能源系统多级对等协同优化

司方远，汪晋宽，韩英华，赵强

《自动化学报》

DOI

2017

基于能量枢纽的能源互联网荷源协调优化策略研究

司方远

《东北大学》

精选作品

期刊论文

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

不完全信息下综合能源系统机理-数据融合驱动建模

面向阻塞管理的多聚合商-配电网分布式运行优化策略

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

面向综合能源系统调度多场景泛化提升的扩散策略学习

基于先验知识修正的社区充电站在线实时优化调度

基于碳流理论的交通-电力融合系统能-碳综合定价方法

Ultra-Short-Term Wind Power Prediction via Adaptive Feature Enhancement and Attention-Assisted Hybrid Residual Network

Two-Stage Capacity Sizing Optimization for Microgrids Based on Time-Series Interaction and Rolling Validation

Reliability planning of high-penetration renewable power systems considering extreme stagnant meteorological scenarios

Voltage Euclidean Distance and Convolutional Neural Network-Based Topology Identification for Distribution Networks

Assessing the maximum carbon reduction potential of regional power grids from grid operators' perspective

A Hypergraph-Based Framework for Exploring Causal Interactions in Photovoltaic-Integrated Distribution Networks

Promoting Emission Reduction of Coupled Power-Traffic Networks Based on Energy–Carbon Integrated Prices

Trajectory-Based Residual Deep Reinforcement Learning for Electric Vehicle Charging Scheduling With Grid Stability Constraints

The economic value of wind power forecasting: a data-driven method and its application in various scenarios

Adaptive Multi-path Parallel Optimization Method for Distributed Energy Management

Low-Carbon Dispatch of Electric-Hydrogen-Carbon Integrated Energy Systems via Improved PSO

Coordination of integrated energy systems and transportation networks for cost-effective and flexible multi-energy management

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

Urban Energy System Antifragile Management: A Carbon Trading and Demand Response Prospective

Low-Carbon-Oriented Physical Information Graph Representation for Deep Reinforcement Learning in Power System Real-time Dispatch

Enhancing Grid-Interactive Buildings Demand Response: Sequential Update-Based Multiagent Deep Reinforcement Learning Approach

Rational capacity investment for renewable hydrogen-based steelmaking systems: A multi-stage expansion planning strategy

考虑脱网风险的区域电-氢能源系统两阶段规划方法

Cloud-edge-based We-Market: Autonomous Bidding and Peer-to-peer Energy Sharing Among Prosumers

Topology and admittance estimation: Precision limits and algorithms

Detection of False Data Injection Attacks in Cyber-Physical Power Systems: An Adaptive Adversarial Dual Autoencoder With Graph Representation Learning Approach

Queue-aware computation offloading for UAV-assisted edge computing in wind farm routine inspection

A Carbon-Tax-Based Pricing Scheme for Vehicle Scheduling in Coupled Power-Traffic Networks

Risk-Averse Multiobjective Optimization for Integrated Electricity and Heating System: An Augment Epsilon-Constraint Approach

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

面向能源互联网的源-网-荷协调优化策略研究

基于AP-LOF离群组检测的配电网连接验证

信息物理融合的智慧能源系统多级对等协同优化

基于能量枢纽的能源互联网荷源协调优化策略研究

会议论文

A Multi-Objective Optimization Strategy for Combined Heat and Power Systems of the Energy Internet

预印本

A Multi-Agent Game Approach Based on Sequential Decision Variables for DSOs-TSO Flexibility Supply-Demand Trading Under Uncertainties

Multi-Period Optimization of Hydrogen-Based Steelmaking System: A Rolling-Horizon Approach

研究方向