杨少兵｜北京交通大学｜学者主页

2026

面向牵引供电系统在线评估的快速潮流算法

张万起，杨少兵，吴命利

《铁道工程学报》

2026

A hybrid deep learning approach for multi-load forecasting in high-altitude residential buildings

Yuanyuan Chen, Shaobing Yang, Yue Wang, Y ZHAO, Mingli Wu

Electric Power Systems Research

DOI

2026

Multi-objective capacity planning and coordinated control for high-altitude integrated energy system considering uncertainty and seasonal Variability

Yuanyuan Chen, Shaobing Yang, Yibo Wang, Yong Zhao, Mingli Wu

International Journal of Electrical Power & Energy Systems

DOI

2026

Dual-decoupling of deep reinforcement learning reward function for integrated energy system scheduling: A collaborative mechanism of constraint separation and hierarchical decision-making

Xiangyan Yang, Shaobing Yang, Liang Hu, Peng Peng, Mingli Wu

International Journal of Electrical Power & Energy Systems

DOI

2026

Non-Invasive Broad-Timescale Harmonic Impedance Identification for Train-Network Systems Considering Harmonic Lateral Propagation

Yingchen Wang, Shaobing Yang, Junting Zhang, Mingli Wu

IEEE Transactions on Vehicular Technology

DOI

2026

UAV-Based Railway Anomaly Detection Algorithm Based on a Twin Network Cascading UNet++

Kewen Wang, Shaobing Yang, Yalan Qin, Zhipeng Wang, Limin Jia, Mengwei Li, Shengjia Yu, Yujie Chang, Siming Jin

IEEE Access

DOI

2026

Harmonic Contribution Evaluation of Multiple Trains Operating in Train-Network Systems: A Systematic Framework and Validation

Yingchen Wang, Shaobing Yang, Junting Zhang, Ming Wu

IEEE Transactions on Instrumentation and Measurement

DOI

2025

面向综合能源系统调度的分层强化学习奖励解耦方法

杨湘彦，杨少兵，孟令宇

《电网技术》

2025

Kullback-Leibler divergence based distributionally robust optimization for low-carbon integrated multi-energy storage and heat pump system

Yuanyuan Chen, Shaobing Yang, Yibo Wang, Yong Le Zhao, Xiangyan Yang, Mingli Wu

Electric Power Systems Research

DOI

2025

Statistical filtering-based least square method for short-circuit capacity identification of traction power supply system

Shaobing Yang, Liang Hu, Wanqi Zhang, Tingting He, Dylan Dah‐Chuan Lu, Mingli Wu

International Journal of Electrical Power & Energy Systems

DOI

2025

Dual time-scale operation control strategies for high-altitude integrated energy systems considering source-load uncertainty

Yuanyuan Chen, Shaobing Yang, Yibo Wang, Liang Bo Hu, Yong Le Zhao, Zhe Wang, Mingli Wu

International Journal of Electrical Power & Energy Systems

DOI

2025

Multi-Level Technological Advancements in Stability and Energy Efficiency of Railway Traction Power Supply Systems

Mingli Wu, Shaobing Yang, Kejian Song, Mengtong Li, Chi Ma

Energies

DOI

2025

A data-driven power consumption estimation algorithm of catenary for electrified railway

Wanqi Zhang, Shaobing Yang, Tingting He, Dylan Dah‐Chuan Lu, Mingli Wu

International Journal of Electrical Power & Energy Systems

DOI

2025

Capacity optimization of battery and thermal energy storage systems considering system energy efficiency and user comfort

Yuanyuan Chen, Shaobing Yang, Yibo Wang, Jianhong Guo, Wanqi Zhang, XiangYan Yang, Mingli Wu

Electric Power Systems Research

DOI

2024

考虑列车整车接地的牵引电机轴电压和轴电流分析与抑制措施

陈志，赵文娟，杨湘彦，陈志文，杨少兵，宋可荐

《城市轨道交通研究》

2024

A Measurement-based Model for Generating Household Power Load Profiles

Rener Shi, Shaobing Yang, Jianbin Mao

IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)

DOI

2024

Real-time energy management strategy for flexible traction power supply system

Shanshan Zhang, Shaobing Yang, Tingting He, Qiujiang Liu, Mingli Wu

International Journal of Electrical Power & Energy Systems

DOI

2023

牵引供电系统宽频带阻抗测试技术及其应用的分析与思考

刘秋降，吴命利，杨少兵，宋可荐

《电气化铁道》

2023

Economic Load-Reduction Strategy of Central Air Conditioning Based on Convolutional Neural Network and Pre-Cooling

Siyue Lu, Baoqun Zhang, Longfei Ma, Hui Fang Xu, Yuantong Li, Shaobing Yang

Energies

DOI

2023

Causes and Solutions for the Mal-operation of Differential Pressure Protection of Substation

Kunpeng Liu, Shaobing Yang

Journal of Physics Conference Series

DOI

2023

A two-phase power flow algorithm of traction power supply system based on traction substation-network decoupling

Wanqi Zhang, Shaobing Yang, Junting Zhang, Jingjing Ye, Mingli Wu

International Journal of Electrical Power & Energy Systems

DOI

2023

Data-driven model for direct-supply traction network loss estimation

Xiaoman Zhao, Shaobing Yang

International Conference on Computer, Artificial Intelligence and Control Engineering (CAICE)

DOI

2023

Railway Signaling System Interference by Unbalanced Traction Harmonic Current: Mechanism, Modeling, and Solutions Based on Engineering Practice

Junting Zhang, Shaobing Yang, Kejian Song, Yingchen Wang, Georgios S. Konstantinou, Mingli Wu

IEEE Transactions on Transportation Electrification

DOI

2023

Sizing and operation co‐optimization strategy for flexible traction power supply system

Shanshan Zhang, Shaobing Yang, Qiujiang Liu, Bin Hu, Junting Zhang, Josep Maria Guerrero

IET Renewable Power Generation

DOI

2023

Bidirectional Converter-Based Decentralized Compensation Solution for Medium Voltage Networks in Urban Railways

Zhe Wang, Shaobing Yang

Lecture notes in electrical engineering

DOI

2023

Research on Mobile Energy Storage Vehicles Planning with Multi-scenario and Multi-objective Requirements

Yuanyuan Chen, Shaobing Yang, Zhuo Chen, Yong Xiang Zhao, Yibo Wang

Lecture notes in electrical engineering

DOI

2022

地铁车辆接地回流性能动态分析与优化

卢庆，綦芳，王哲，陈志文，宋可荐，杨少兵

《机车电传动》

2022

Evaluation of Photovoltaic Consumption Potential of Residential Temperature-Control Load Based on ANP-Fuzzy and Research on Optimal Incentive Strategy

Siyue Lu, Teng Li, Xuefeng Yan, Shaobing Yang

Energies

DOI

2022

Accurate Identification of Harmonic Impedance of Traction Power Supply Systems Considering Harmonic Lateral Propagation

Junting Zhang, Shaobing Yang, Kejian Song, Yingchen Wang, Shanshan Zhang, Georgios S. Konstantinou

IEEE Transactions on Industrial Electronics

DOI

2022

Influence of the Catenary Distributed Parameters on the Resonance Frequencies of Electric Railways Based on Quantitative Calculation and Field Tests

Qiujiang Liu, Wanqi Zhang, Guotao Cao, Jingwei Liu, Jingjing Ye, Mingli Wu, Shaobing Yang

Energies

DOI

2022

Stochastic modeling of traction load of electrified railway

Jingwei Liu, Shaobing Yang

International Conference on Internet of Things and Smart City (IoTSC)

DOI

2022

Influence of electric vehicle distributed energy storage access on safety and stability of distribution network

Shengfeng Wang, Shaobing Yang

Journal of Physics Conference Series

DOI

2021

一种用于钢轨电位评估的回归建模方法

张征，杨少兵，吴命利，叶晶晶

《电工技术学报》

DOI

2021

我国电气化铁路高次谐波谐振问题研究综述

宋可荐，吴命利，杨少兵，潘朝霞，马春莲

《铁道学报》

2021

考虑停站延误随机性的地铁供电节能优化策略

杨少兵，张征，叶晶晶，吴命利，周京华

《铁道工程学报》

2021

基于支持向量机-蚁群算法的电气化铁路牵引负荷参数辨识

应宜辰，吴命利，杨少兵，刘秋降

《铁道学报》

2021

Research on Overvoltage Identification Method of EMUs High Voltage Electrical System Based on Deep Learning

Jiapeng Yang, Shaobing Yang, Kejian Song, Zhuoming Liu

IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)

DOI

2020

基于滑模结构无源控制的车网耦合系统低频振荡抑制方法

王迎晨，杨少兵，宋可荐，吴命利

《电工技术学报》

DOI

2020

基于实测方法的变压器谐波模型建立

郭其灏，吴命利，张晓，杨少兵

《电气技术》

2020

Frequency-Scanning Harmonic Generator for (Inter)Harmonic Impedance Tests and Its Implementation in Actual 2 × 25 kV Railway Systems

Qiujiang Liu, Mingli Wu, Jing Li, Shaobing Yang

IEEE Transactions on Industrial Electronics

DOI

2020

Measurement of Impedance-Frequency Property of Traction Network Using Cascaded H-Bridge Converters: Device Design and On-Site Test

Mingli Wu, Jing Li, Qiujiang Liu, Shaobing Yang, Marta Molinas

IEEE Transactions on Energy Conversion

DOI

2020

Stability and Suppression Study for Low-Frequency Oscillations in Network-Train System

Shaobing Yang, Yingchen Wang, Kejian Song, Mingli Wu, Georgios S. Konstantinou

IEEE Access

DOI

2020

Stochastic Simulation of Traction Load for Urban Rail Transport Based on Dynamic Train Headway

Zhenhai Sun, Hui Liu, Jinping Fang, Shaobing Yang

Lecture notes in electrical engineering

DOI

2019

高次谐波下动车组车顶避雷器故障机制研究

李天册，孙继星，吴命利，杨少兵，宋可荐，李瑾

《中国安全科学学报》

DOI

2019

动车组电子开关过分相电磁暂态研究

韩乐佳，杨少兵，吴命利

《机车电传动》

DOI

2019

Transient Study on Passing Neutral Section of Electronic Switch Considering Devices Delay Time

Lejia Han, Shaobing Yang

Journal of Physics, Conference Series

DOI

2019

Design of 6.6kV Shore Power Supply based on Virtual Synchronous Generator Technology

Yifan You, Shaobing Yang, Kejian Song

IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)

DOI

2019

Transformer Health Assessment Method Based on Loss Parameter Identification by Multivariate Linear Regression

Zhang Xiao, Shaobing Yang, Qihao Guo

IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)

DOI

2019

Optimal Capacity Configuration of Railway Power Conditioner Based on Probability Method

Guangli Zhu, Shaobing Yang, Chao Li, Zhenhai Sun, Yehui Zhao

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2019

Error Analysis and Correction of the Fluctuation Quantity-Based Method in Harmonic Impedance Identification for Traction Power Supply System

Chao Li, Shaobing Yang, Guangli Zhu, Jingjing Ye, Kejian Song

IEEE International Electrical and Energy Conference (CIEEC)

DOI

2019

High-Order Harmonic Resonances in Traction Power Supplies: A Review Based on Railway Operational Data, Measurements, and Experience

Kejian Song, Mingli Wu, Shaobing Yang, Qiujiang Liu, Vassilios Georgios Agelidis, Georgios S. Konstantinou

IEEE Transactions on Power Electronics

DOI

2019

Stochastic Process and Simulation of Traction Load for High Speed Railways

Shaobing Yang, Kejian Song, Guangli Zhu

IEEE Access

DOI

2019

A Novel Online Scheduling Algorithm and Hierarchical Protocol for Large-Scale EV Charging Coordination

Shaobing Yang, Shanshan Zhang, Jingjing Ye

IEEE Access

DOI

2018

A novel modeling approach of negative-sequence current for electrified railway traction substation

Shaobing Yang, Xue Li, Kejian Song, Mingli Wu

International Journal of Electrical Power & Energy Systems

DOI

2018

Price-responsive early charging control based on data mining for electric vehicle online scheduling

Shaobing Yang

Electric Power Systems Research

DOI

2018

Voltage Online Monitoring and Overvoltage Identification Based on Train-mounted Device

Changlin Ji, Shaobing Yang, Wenzhe Su

International Conference on Power System Technology (POWERCON)

DOI

2018

Big Data Analysis Model of Power Customer Satisfaction Based on ANP

Xue Li, Shaobing Yang

IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)

DOI

2018

Analysis of Complaints in Power Services based on Grey Relational Analysis and Boston Matrix

Meng Chen, Shaobing Yang

IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)

DOI

2018

Simulation of Short-Circuit Fault Occurring on Subway Train

Lei Sun, Mingli Wu, Jixing Sun, Shaobing Yang

Lecture notes in electrical engineering

DOI

2017

动车所车网谐振分析及治理措施研究

袁帅凯，杨少兵，宋可荐

《铁道机车车辆》

2017

Lifetime Test Design for Second-Use Electric Vehicle Batteries in Residential Applications

He Li, Mohammed Alsolami, Shaobing Yang, Yazan M. Alsmadi, Jin Wang

IEEE Transactions on Sustainable Energy

DOI

2016

电气化铁道牵引负荷概率分布特性与数学模型研究

杨少兵

《北京交通大学》

2016

电气化铁路接入电网谐波预评估有关问题分析及谐波国家标准修订建议

吴命利，杨少兵，翟铁久

《铁道学报》

2015

Events identification based load modeling for residential microgrid

He Li, Chengcheng Yao, Jin Wang, Linyu Zhu, Shaobing Yang

IEEE Energy Conversion Congress and Exposition (ECCE)

DOI

2015

The Application of FFT Analysis on the Feeder Current Based on the Smooth Function in MATLAB

Yujie Chang, Huawei Li, Songwei Huang, Jinghan He, Shaobing Yang, Qiang Wang

Advances in engineering research/Advances in Engineering Research

DOI

2014

Load Modeling and Identification Based on Ant Colony Algorithms for EV Charging Stations

Shaobing Yang, Mingli Wu, Xiu Yao, Jiuchun Jiang

IEEE Transactions on Power Systems

DOI

2014

Usage profile optimization of the retired PHEV battery in residential microgrid

He Li, Feng Guo, Shaobing Yang, Lingyu Zhu, Chengcheng Yao, Jin Wang

DOI

2011

电气化铁道牵引馈线负荷概率模型

杨少兵，吴命利

《铁道学报》

2010

电气化铁道牵引变电所负荷概率模型

杨少兵，吴命利

《电力系统自动化》

2010

基于实测数据的高速动车组谐波分布特性与概率模型研究

杨少兵，吴命利

《铁道学报》

2010

A Load Probability Model for Electrified Railway Traction Substations

Shaobing Yang, Mingli Wu

Dianli xitong zidonghua

2007

负荷建模中的负荷调查统计分类

黄梅，杨少兵

《电网技术》

2005

励磁系统测试曲线数据处理系统

黄梅，杨少兵，苏为民

《华北电力技术》

2003

电力系统多媒体辅助教学软件的开发与应用

骆平，杨少兵，王艳，李守成

《电气电子教学学报》

2001

电力系统CAI程序包(PSATSP)的实现

骆平，杨少兵

《电力系统及其自动化学报》

2001

电力系统稳定性教学软件的开发

骆平，杨少兵

《华北电力技术》

2000

电力系统分析教学软件开发——电力系统潮流分析

骆平，杨少兵

《华北电力技术》

2000

电力系统分析的教学软件开发——电力系统短路

杨少兵，骆平

《华北电力技术》

精选作品

期刊论文

面向牵引供电系统在线评估的快速潮流算法

A hybrid deep learning approach for multi-load forecasting in high-altitude residential buildings

Multi-objective capacity planning and coordinated control for high-altitude integrated energy system considering uncertainty and seasonal Variability

Dual-decoupling of deep reinforcement learning reward function for integrated energy system scheduling: A collaborative mechanism of constraint separation and hierarchical decision-making

Non-Invasive Broad-Timescale Harmonic Impedance Identification for Train-Network Systems Considering Harmonic Lateral Propagation

UAV-Based Railway Anomaly Detection Algorithm Based on a Twin Network Cascading UNet++

Harmonic Contribution Evaluation of Multiple Trains Operating in Train-Network Systems: A Systematic Framework and Validation

面向综合能源系统调度的分层强化学习奖励解耦方法

Kullback-Leibler divergence based distributionally robust optimization for low-carbon integrated multi-energy storage and heat pump system

Statistical filtering-based least square method for short-circuit capacity identification of traction power supply system

Dual time-scale operation control strategies for high-altitude integrated energy systems considering source-load uncertainty

Multi-Level Technological Advancements in Stability and Energy Efficiency of Railway Traction Power Supply Systems

A data-driven power consumption estimation algorithm of catenary for electrified railway

Capacity optimization of battery and thermal energy storage systems considering system energy efficiency and user comfort

考虑列车整车接地的牵引电机轴电压和轴电流分析与抑制措施

A Measurement-based Model for Generating Household Power Load Profiles

Real-time energy management strategy for flexible traction power supply system

牵引供电系统宽频带阻抗测试技术及其应用的分析与思考

Economic Load-Reduction Strategy of Central Air Conditioning Based on Convolutional Neural Network and Pre-Cooling

Causes and Solutions for the Mal-operation of Differential Pressure Protection of Substation

A two-phase power flow algorithm of traction power supply system based on traction substation-network decoupling

Data-driven model for direct-supply traction network loss estimation

Railway Signaling System Interference by Unbalanced Traction Harmonic Current: Mechanism, Modeling, and Solutions Based on Engineering Practice

Sizing and operation co‐optimization strategy for flexible traction power supply system

Bidirectional Converter-Based Decentralized Compensation Solution for Medium Voltage Networks in Urban Railways

Research on Mobile Energy Storage Vehicles Planning with Multi-scenario and Multi-objective Requirements

地铁车辆接地回流性能动态分析与优化

Evaluation of Photovoltaic Consumption Potential of Residential Temperature-Control Load Based on ANP-Fuzzy and Research on Optimal Incentive Strategy

Accurate Identification of Harmonic Impedance of Traction Power Supply Systems Considering Harmonic Lateral Propagation

Influence of the Catenary Distributed Parameters on the Resonance Frequencies of Electric Railways Based on Quantitative Calculation and Field Tests

Stochastic modeling of traction load of electrified railway

Influence of electric vehicle distributed energy storage access on safety and stability of distribution network

一种用于钢轨电位评估的回归建模方法

我国电气化铁路高次谐波谐振问题研究综述

考虑停站延误随机性的地铁供电节能优化策略

基于支持向量机-蚁群算法的电气化铁路牵引负荷参数辨识

Research on Overvoltage Identification Method of EMUs High Voltage Electrical System Based on Deep Learning

基于滑模结构无源控制的车网耦合系统低频振荡抑制方法

基于实测方法的变压器谐波模型建立

Frequency-Scanning Harmonic Generator for (Inter)Harmonic Impedance Tests and Its Implementation in Actual 2 × 25 kV Railway Systems

Measurement of Impedance-Frequency Property of Traction Network Using Cascaded H-Bridge Converters: Device Design and On-Site Test

Stability and Suppression Study for Low-Frequency Oscillations in Network-Train System

Stochastic Simulation of Traction Load for Urban Rail Transport Based on Dynamic Train Headway

高次谐波下动车组车顶避雷器故障机制研究

动车组电子开关过分相电磁暂态研究

Transient Study on Passing Neutral Section of Electronic Switch Considering Devices Delay Time

Design of 6.6kV Shore Power Supply based on Virtual Synchronous Generator Technology

Transformer Health Assessment Method Based on Loss Parameter Identification by Multivariate Linear Regression

Optimal Capacity Configuration of Railway Power Conditioner Based on Probability Method

Error Analysis and Correction of the Fluctuation Quantity-Based Method in Harmonic Impedance Identification for Traction Power Supply System

High-Order Harmonic Resonances in Traction Power Supplies: A Review Based on Railway Operational Data, Measurements, and Experience

Stochastic Process and Simulation of Traction Load for High Speed Railways

A Novel Online Scheduling Algorithm and Hierarchical Protocol for Large-Scale EV Charging Coordination

A novel modeling approach of negative-sequence current for electrified railway traction substation

Price-responsive early charging control based on data mining for electric vehicle online scheduling

Voltage Online Monitoring and Overvoltage Identification Based on Train-mounted Device

Big Data Analysis Model of Power Customer Satisfaction Based on ANP

Analysis of Complaints in Power Services based on Grey Relational Analysis and Boston Matrix

Simulation of Short-Circuit Fault Occurring on Subway Train

动车所车网谐振分析及治理措施研究

Lifetime Test Design for Second-Use Electric Vehicle Batteries in Residential Applications

电气化铁道牵引负荷概率分布特性与数学模型研究

电气化铁路接入电网谐波预评估有关问题分析及谐波国家标准修订建议

Events identification based load modeling for residential microgrid

The Application of FFT Analysis on the Feeder Current Based on the Smooth Function in MATLAB

Load Modeling and Identification Based on Ant Colony Algorithms for EV Charging Stations

Usage profile optimization of the retired PHEV battery in residential microgrid

电气化铁道牵引馈线负荷概率模型

电气化铁道牵引变电所负荷概率模型

基于实测数据的高速动车组谐波分布特性与概率模型研究

A Load Probability Model for Electrified Railway Traction Substations

负荷建模中的负荷调查统计分类

励磁系统测试曲线数据处理系统

电力系统多媒体辅助教学软件的开发与应用

电力系统CAI程序包(PSATSP)的实现

电力系统稳定性教学软件的开发

电力系统分析教学软件开发——电力系统潮流分析

电力系统分析的教学软件开发——电力系统短路