2023 CONTENTS LIST OF PROCEEDINGS OF THE CSU-EPSA

（VOL.35 No.1～No.12）

NO.1

Theoretical Research

Short-term Bus Load Forecasting of Multi-feature Based on Seq2seq Model ……CHEN Yicong，ZHANG Dahai，YU Hao，et al（1）

Optimization of Human-machine Inspection Plan for Transmission Lines Considering Micrometeorological Warning…………………………………………………………………………………………… OUYANG Sen，CHEN Yisen（7）

Power System Resilience Assessment Considering Cascading Failure under Typhoon Disaster…………………………………………………………………………… LI Jiayu，QIN Wenping，JING Xiang，et al（14）

Weak Line Identification and Power Outage Accident Model of Power System under Typhoon Weather……………………………………………………………………………………… YU Qun，LIN Jingxuan，MA Yanzi（23）

Multi-objective Distribution Network Reconfiguration Method Based on Discrete Monkey Algorithm…………………………………………………………………………… WEI Enwei，YANG Hao，XUE Rong，et al（30）

Research on Synergistical Adaptive Control of Inertia and Damping of VSG……………………………………………………………………… LI Zhijun，YANG Mengwei，ZHANG Jia’an，et al（36）

Design of Rotor Structure Based on Optimization of Vibration and Noise of Electric Vehicle Drive Motor…………………………………………………………………………… WANG Xiaoyuan，LUO Xiaoyu，GAO Peng（44）

Valve Short-circuit Fault Location in HVDC Rectifier Based on Actual Control and Protection Recording Wave…………………………………………………………………………… HUANG Mingwei，WANG Li，ZHOU Shihao（51）

Data-driven Damping Modulation Strategy for AC/DC Hybrid Power Gri d ……QIU Jiawei，YANG Deyou，CAI Guowei，et al（59）

Algorithm of Small Current Grounding Fault Direction Based on Consistency of Phase Current Fault Component and Zero-sequence Current ………………………………………………………………… LI Yudun，XU Xianze，SUN Kongming，et al（68）

Analysis of Voltage Influence of 750 kV Transmission Line for Operating 35 kV Line……………………………………………………………………… LIU Wenfei，YANG Yong，TENG Wentao，et al（78）

Two-stage Selective Ensemble Learning Strategy Enabling Pattern Recognition of Class-imbalanced Load Series………………………………………………………………… WANG Yuanyuan，HAN Ding，WANG Shiqian，et al（86）

DC EAF Reactive Power Ultra-short-term Rolling Prediction and Control ……………ZHOU Wen，SU Can，GAO Min，et al（96）

Optimization Method for Over-frequency Generator Tripping Considering Frequency-related Characteristics of Standby Unit…………………………………………………………………………………… JIANG Huilan，LI Xiyu，XIAO Rui（103）

Calculation of Attenuation Time Constant of DC Component of Unsymmetrical Short-circuit Current by Instantaneous Symmetrical Component ………………………………………………………………………CAO Wei，LI Yun，CHEN Chunyang（111）

Power System Fault Modeling Method Based on Subgraph Isomorphis m…………LI Xin，LIU Jiayu，GONG Zhengyu，et al（120）

Fast Terminal Sliding-mode Control of Permanent Magnet Direct-drive Wind Power System Based on High-order ESO…………………………………………………………………………………………………… WU Ying，GAO Lin（129）

Performance Analysis and Improvement of Current Active Arc-suppression Method…………………………………………………………………………… ZHAO Guojun，CHEN Kunyi，LI Qin，et al（136）

Adaptive Model Predictive Control for NPC-type Three-level Grid-connected Inverter…………………………………………………………………………… LIU Chunxi，TIAN Baoqi，LIU Zhile，et al（143）

Dual-ESN Prediction Model for Unit Load Fused with Time Series Tren d…………FAN Jiansheng，WU Haibin，LIU Zejun（152）

NO.2

Theoretical Research

Energy Management Strategy for Pelagic Island Microgrid Considering Leader-follower Game…………………………………………………………………………… GAO Xiangyu，CHEN Bei，HUANG Shuaibo（1）

Optimal Operation of Building Microgrid Based on Stackelberg Gam e ………WANG Hui，WANG Baoquan，LI Xuyang，et al（10）

Research on MPPT Control of Photovoltaic Power Generation System Based on Improved Whale Optimization Algorithm…………………………………………………………………… CHEN Bin，WANG Junjiang，ZHAO Mingyin，et al（19）

Frequency-domain Network Analysis and Suppression for Oscillations in Grid-connected Wind Farm……………………………………………………………………… ZHU Keping，HE Yingjing，DAN Yangqing，et al（27）

Dynamic Aggregation Model of Wind Farm Based on VSG Wind Turbine s…………JI Yirun，HUAI Qing，YUAN Qian，et al（37）

Analysis of Oscillation Caused by Continuous Saturation of Limit for Positive Damping PMSG System………………………………………………………………………………… XUE Jingwei，LIN Yi，YE Rong，et al（45）

Novel Fault Feeder Selection Method for Distribution Network Based on GAF and Convolution Neural Network……………………………………………………………………………… LEI Jing，LI Chenjing，GUO Liang，et al（53）

DC Voltage Compensation Control Strategy for Improving VSC Reactive Power Support Capability………………………………………………………………………………………… WANG Chang’an，LIU Junyong（63）

Research on Energy Storage Control Strategy During Whole Black Start Process of Wind-PV-Energy Storage Microgrid and Thermal Power Unit …………………………………………………………XIE Nan，YANG Peihao，HE Ping，et al（75）

Comprehensive Optimal Scheduling of VPP with EV Cluster Participating in Main and Auxiliary Joint Markets…………………………………………………………………… DENG Zhenli，FENG Xinyu，WANG Shiqian，et al（83）

Optimal Allocation of Distributed Renewable Generations Considering Flexible Regulation of Demand-side Response………………………………………………………………… CHENG Shan，ZHANG Ruijia，ZHONG Shiling，et al（94）

Peer-to-Peer Trade Strategy for Multi-microgrid System Based on Stackelberg Game………………………………………………………………… ZHOU Buxiang，PENG Haoyu，ZANG Tianlei，et al（103）

Pricing Strategy for Wind-PV-Storage Package Based on Matching Degree of Supply and Demand……………………………………………………………………………… XIE Lin，FENG Tianbo，LI Liang，et al（112）

Calculation of Maximum Allowable Access Capacity of Distributed Photovoltaic in Electricity-gas Integrated Energy System Considering Spatio-temporal Adjustability of Energy Consumption by Data Centers………………………………………………………… WANG Danyang，ZHANG Shenxi，CHENG Haozhong，et al（121）

Flexible Switching of Shunt Capacitors in Highly Renewable and Highly Power Electronics Distribution Network…………………………………………………………………………… LI Jianwen，YANG Ruiqing，LI Rong，et al（132）

Research on VMD-WPE and MPA-LSTM Diagnostic Methods for Parametric Faults of Photovoltaic Grid-connected Inverters……………………………………………………………………… ZHANG Bide，YU Haining，LUO Rongqiu，et al（140）

DC Short-circuit Fault Analysis and Isolation Strategy for Offshore Wind Power Hybrid Cascaded DC Power Transmission System……………………………………………………………………… HU Junxuan，PENG Guorong，DI Shimin，et al（148）

NO.3

Theoretical Research

Less Submodule SOP Topology for Flexible Distribution Network ………………………ZHU Bo，WU Jiaqi，ZHU Jinlei，et al（1）

Concise Power-sharing Control of DC Microgrid Based on Consistency Algorithm…………………………………………………………………… TONG Zhanying，ZHANG Wen，CHANG Shuaibing（14）

Leakage Protection for Low-voltage Distribution Network Based on Load Current Locking…………………………………………………………………… SUN Rongke，SHAN Yukai，XUE Yongduan，et al（21）

Lossy Compression Algorithm for PMU Data Based on Multi-gate Mixture-of-experts Model and Gate Recurrent Unit………………………………………………………………… WANG Shouxiang，ZHANG Sheng，GUO Luyang，et al（29）

Soft Opening Point Based Power Control of Interconnected District Energy System s …HU Yajing，LIU Longfei，XU Xiandong（38）

Flexible Fault Selection Method of Grounding System Bbased on Zero-sequence Power Ratio………………………………………………………………………… YAN Sen，HUANG Chun，LIU Yingtong，et al（46）

Research on Short-term Load Forecasting Based on Multi-reservoir Relevance Vector Echo-state Machine with Error Compensation…………………………………………………………………………… QIU Shan，HAN Aoyang，ZHANG Zhisheng（53）

Assessment Method for Power System Transient Stability with Missing Data……………………………………………………………………… ZHANG Yating，LIU Songkai，ZHANG Lei，et al（59）

Visualization of Secondary Circuit of Smart Substation Based on SCD Fil e……………………………XU Yan，SHAN Yichao（69）

Coalition Game Optimization Method for Multiple Virtual Power Plants Considering Carbon Trading………………………………………………………………………………… HOU Haoyu，GE Xiaolin，CAO Xudan（77）

Study on Effects of Winding Deformation of Power Transformer on Voltage Distribution in Windings Under Impact of Lightning Invasion Wav e………………………………………………………………LIU Xiaohang，GAO Yu，XUE Feng，et al（86）

Stochastic Optimal Power Flow in Transmission Grid with Renewable Energy Based on Steady-state Security Region………………………………………………………………………………… LIU Shichuan，LEI Ke，LIU Ziyu，et al（94）

Optimal Scheduling of CHPV Combination Considering the Characteristics of Distributed PV Power Generation………………………………………………………………………………… SUN Dawei, TIAN Bei, LIU Gang，et al（102）

Decoupling Control Method for Sequence Admittance Model of Grid-connected Converter…………………………………………………………………………… TANG Xin，LI Yong，WANG Liyang，et al（108）

Research on Emergency Repair of Distribution Network Considering Cooperative Dispatching of Power Supply Vehicles……………………………………………………………… SHEN Guicheng，HE Shuhua，ZHENG Lingfeng，et al（118）

Output Prediction of Distributed Photovoltaic Power Generation Based on Spatial-temporal Graph Neural Network……………………………………………………………………… GAO Bo，MAO Chao，ZHANG Chongbiao，et al（125）

Electromagnetic Parameters Modeling of High-frequency Transformer Based on FPC Windings………………………………………………………………………… YAO Jiang，ZHANG Xi，LIAN Jianyang，et al（134）

Static Stability Assessment on New Energy Elastic Power Grid Considering Energy Storage……………………………………………………………………… LU Jinling，LUO Chihui，ZHANG Haibin，et al（145）

Reactive Power Optimal Configuration of Substation Based on Curve Clustering-covering Method…………………………………………………………………… SONG Xinxin，ZHAO Jixiang，PAN Zhiyuan，et al（151）

NO.4

Theoretical Research

Optimization of Differentiated Operation and Maintenance Strategy for Power Distribution Equipment Considering Risk Loss…………………………………………………………………… LUO Fengzhang，WANG Zhirui，YANG Yang，et al（1）

Novel Feedforward and Feedback Circulating Current Control Strategy for Rectifier……………………………………………………………………………… ZHOU Xuesong，ZHAO Xing，MA Youjie（9）

Optimal Scheduling of Park-level Integrated Energy System with Coupling of P2G and CCS…………………………………………………………………………………… LI Xin，LIU Li，HUANG Jingqi，et al（18）

Power Oscillation Analysis and Transient Process Verification of Hydropower Unit Paralleling……………………………………………………………………… XIONG Hongtao，LIN Jintian，LOU Boliang，et al（26）

Fault Diagnosis Method for Massive Distribution Network Measurement Terminals with Unbalanced Data Set……………………………………………………………………………… YU Haiping，WU Xueqiong，DU Tianshuo（32）

Power System Transient Stability Assessment Based on AW-BLS …………………TAN Rui，LIU Songkai，ZHANG Lei，et al（41）

Research on Two-stage Source-load Coordinated Optimal Scheduling of Data Centers…………………………………………………………………… TANG Wei，SHAN Baoguo，ZHENG Haifeng，et al（49）

Fault Location for Low-voltage DC Microgrid Based on Multi-capacitor Grounding Schem e………………………LI Yingchao（59）

Simulation Script Optimization and Order Stream Generation Strategy for FRTD S………………XU Ying，YAO Li，JIN Zhao（68）

Comprehensive Power Quality Compensation Strategy for Energy-storage-based DSTATCOM………………………………………………………………… SUN Chaoxia，ZHANG Mingmin，ZHANG Hui，et al（75）

Comprehensive Evaluation Method for Steady-State Power Quality Based on Quantum Clustering…………………………………………………………………… ZHONG Qing，LIANG Jiahao，XIONG Neng，et al（85）

Optimal Scheduling of Comprehensive Energy in Island Considering Step-by-step Carbon Trading Mechanism………………………………………………………………… HUANG Dongmei，WU Hanwen，SUN Jinzhong，et al（93）

Line Fault Identification Scheme for Multi-terminal DC Grid Independent of Boundary Component……………………………………………………………………… ZHOU Zelei，WU Zhengping，FU Yihang，et al（100）

Analytical Method for Calculating the Current of Single-phase Boost APFC Converter in CC M ………………………XUE Fei（109）

ITD-ELM-based Fault Diagnosis of Minor Turn-to-turn Short-circuit in Generator Rotor Windings………………………………………………………………… ZHANG Jianfeng，YUE Wenting，LI Yonggang，et al（116）

Fault Protection of Flexible Grounding System Based on Voltage-current Partition………………………………………………………………………… LIU Xiao，XUE Yongduan，LIU Cuicui，et al（124）

Frequency-domain Passivity Based Feed-forward Phase Compensation Strategy for Grid-connected Inverter………………………………………………………………………… LI Zhijun，LIU Hongji，ZHANG Jia’an，et al（132）

Optimal Scheduling of Thermal Electric System with Concentrating Solar Power Plant During Heating Period……………………………………………………………………… LIU Minghang，TIAN Shu，LIANG Yingda，et al（140）

Operation Optimization of Coal Mine Integrated Energy System Integrating Flexible Load and Carbon Trading Mechanism……………………………………………………………………… ZHANG Yong，FAN Sida，GAO Hairong，et al（148）

NO.5

Theoretical Research

Direct-driven Permanent Magnet Wind Power Generation System Based on MPCC-PIγDμControl……………………………………………………………………………………… LI Zhulin，LI Hui，LIU Sijia，et al（1）

Simplified MPC-DSVM Strategy for NPC Three-level Inverter ……………LUO Xin，SHAO Hongjun，DUAN Hongjun，et al（11）

Risk Assessment and Optimal Dispatching Considering Source-network Uncertainties…………………………………………………………………………… CHEN Rui，LIU Shuo，HE Xianqiang，et al（19）

Charging Pile Load Prediction Using Temporal Convolutional Network with Consideration of Key Meteorological Factors…………………………………………………………………… ZHOU Zhe，HUANG Jingjie，ZHOU Renjun，et al（28）

Protection of Flexible DC Transmission Line Based on Double-end Current Jaccard Similarity Coefficient Comparison……………………………………………………………………………… LI Zhenxing，CUI Xiaolin，XU Hao，et al（37）

Natural-log-type Adaptive Control Strategy for VSG with Optimal Energy Storage Capacity Configuration…………………………………………………………………………… ZHU Jun，DENG Yinxi，DU Shaotong，et al（48）

PI and Sliding Mode Switching Control Strategy of STATCOM for LCC-HVDC Receiving End…………………………………………………………………………………… LI Dongdong，AN Shenghui，GAO Yi（56）

Heuristic Annealing Evolutionary Algorithm for Optimization Model of Grid-connected Photovoltaic…………………………………………………………………… JIN Xinru，YANG Huanhong，ZHANG Jiajie，et al（65）

Identification of Arc Extinguishing Time Under Single-phase Grounding Fault in Transmission Line Considering Commutation Failure ………………………………………………………… WU Shuo，HE Baina，LI Shuang，et al（73）

Hierarchical Classification Method for Power Consumption Behavior of Power Users Based on Combination Model………………………………………………………………………… XIAO Qingzhui，LI Jie，CHEN Hefeng，et al（82）

Extraction of Galloping Characteristics of Overhead Line in Distribution Network by Using Deep Learning Method……………………………………………………………………… LIU He，YANG Daiyong，ZHAO Chunming，et al（89）

Optimization Method for Park Integrated Energy System Based on Multi-agent Game……………………………………………………………………… LIANG Gang，HUANG Jiakai，MA Shiqian，et al（95）

Differential Flatness Control of Single-inductor Dual-output Buck Converte r……………………LI Huihui，HUANG Jinfeng（104）

Experimental Analysis of Disc Insulator Surface Charge Suppression Based on Zoning Coating……………………………………………………………………… WANG Wenqu，ZHAO Huicun，GAO Yu，et al（111）

Optimal Operation of Photovoltaic-energy Storage Considering Penetration Rate of Photovoltaic and Division of Time Periods…………………………………………………………………… DONG Qing，DONG Liangyue，BU Jinyong，et al（120）

Reliability and Sensitivity Analysis of Bipolar MMC-HVDC Considering Sub-modules……………………………………………………………………………… LI Shenghu，LI Lulu，TAO Diwen，et al（129）

Asymmetric Parameter Design of CLLC Resonant Converter in Photovoltaic Energy-storage System…………………………………………………………………………………… YANG Zhen，BU Han，LI Xin，et al（138）

Construction of Analytical Injected Current Transient Stability Region in Weak Grid-connected VSC Based on PLL Synchronization Under Severe Grid Faults ………………………………………… HAO Xiaoguang，LI Jianfeng，WANG Zhi，et al（145）

Maximum Torque per Ampere Vector Control of Permanent Magnet Toroidal Motor……………………………………………………………………… LIU Xin，WANG Zhengyang，WANG Xiaoyuan（152）

NO.6

Theoretical Research

Long-term and Multi-stage Economic Planning for Park-level Integrated Energy System Under Carbon Peaking and Carbon Neutrality Goals ………………………………………………………………ZHAO Xin，CHEN Yanqi，YANG Zhengjun，et al（1）

Multi-objective Robust Optimal Scheduling of Virtual Power Plant Considering Source-load Uncertainty……………………………………………………………………… QIN Zikai，HUANG Jingjie，ZHOU Renjun，et al（13）

Dynamic Frequency Control Strategy for Wind Turbine Considering Weight Coefficient…………………………………………………………………………… LI Shichun，SHEN Ao，XUE Zhenyao，et al（22）

Fractional-order PCI Control Technology for Three-phase Grid-connected Inverter …………HE Yu，YU Yongkang，LUO Qi（30）

Analysis of Characteristics of Non-solidly Grounding Fault in Double-circuit Distribution Lines on the Same Tower and Applicability of Line Selection ……………………………………………GONG Huichang，XUE Yongduan，ZHAO Ruifeng，et al（38）

Intelligent Operation and Maintenance System for Relay Protection Setting Based on Power Internet-of-things……………………………………………………………………… DAI Zhihui，YANG Xin，GENG Hongxian，et al（50）

Short-term Power Load Forecasting Based on VMD-ARIMA-DB N…………………FANG Na，CHEN Hao，DENG Xin，et al（59）

Multi-parameter Identification of Permanent Magnet Synchronous Motor Based on Improved Ant Lion Optimizer……………………………………………………………………………………………… XIE Guomin，ZHAO Dejian（66）

Harmonic Detection Method Based on Modified Ensemble Empirical Mode Decomposition and Hilbert Transform……………………………………………………………………………… ZHOU Jun，LI Yongxiang，REN Jiapeng（73）

Multivariate Load Forecasting of Integrated Energy System Based on MTL-GRU-Attention Mechanism………………………………………………………………… YUE Weimin，LIU Qingrong，RUAN Yingjun，et al（83）

Research on Cascaded SVG Sequence Impedance Modeling and Grid Adaptability………………………………………………………………………… ZHU Mingxing，WANG Zhe，ZHANG Huaying（90）

Analysis of Fault Current Limiting in 66/10 kV Substation with Magneto-biased Superconducting Fault Current Limiter……………………………………………………………………………… HE Miao，ZHENG Nan，ZHU Jiahui，et al（99）

Small-signal Stability Analysis of Grid-tied VSC Considering AC/DC Couplings…………………………………………………………………… ZHU Keping，HE Yingjing，DAN Yangqing，et al（106）

Analysis of Explosion Behavior in Transformer Room of Underground Substation…………………………………………………………………………… XIE Fengwei，WU Haoyu，LÜ Dong，et al（116）

Grounding Fault Protection Based on Amplitude and Phase Comparison for Low-resistance Grounding Active Distribution Network……………………………………………………………………… OU Weichao，LIAO Feng，CHEN Jinrong，et al（124）

Control Strategy for Current Equalization of Energy Storage Systems and Voltage Stability of DC Bus in Isolated Microgrid……………………………………………………………………………………………… WANG Qiang，RAN Peng（132）

Multi-source Data-driven Based Electric Vehicle User Identification Metho d………………………LIU Yanli，WANG Junyi（141）

High-dimensional Model and Risk Assessment of Cascading Failures Considering Randomness of Source and Load…………………………………………………………………………………………… BIN Junji，LIAO Kai，LI Bo（148）

NO.7

Theoretical Research

Voltage Stability Analysis of DC Regional Distribution networ k………………………ZHANG Mi，MU Longhua，LIU Hanyu（1）

Low-carbon Optimization of Integrated Energy System with Hydrogen Energy Utilization and Demand Response…………………………………………………………………………………… LÜ Zhilin，YI Jiaqi，LIU Quan，et al（10）

Method for Detecting Three-phase Series Arc Fault Based on Deep Belief Network ………………………LI Bin，SHU Yang（20）

Noise Separation from Vibration Signal of GIS Isolation Switc h……………FAN Zhantao，WU Xiaogang，LÜ Yaotang，et al（29）

Transient Stability Assessment of Power System Based on TCN-CCRELMS ……LIU Cong，LIU Songkai，LIU Lihuang，et al（36）

Configuration Optimization of Photovoltaic and Energy Storage Capacity for Rural Households in Qinghai Province Based on Inter-user Dispatching ………………………………………………………ZHAO Anjun，LI Wang，YU Junqi，et al（45）

Performance Analysis and Optimization of High-voltage Energy-taking Current Transformer…………………………………………………………………………………… ZHOU Jun，MA Xifeng，QIAO Jian（57）

Research on Cable Fault Location Method for Complex Mechatronic Products Based on IAGA-BP……………………………………………………………………… WANG Falin，YUAN Gang，GONG Jianhua，et al（65）

Hybrid Risk Assessment of Entropy Weight Allocation for Substation Flood Control………………………………………………………………………… WANG Jinyu，LAN Guangyu，LU Ming，et al（74）

Comprehensive Assessment Method for Regional Steady-state Power Quality Based on Ranking Principal Curve…………………………………………………………………… XIE Hong，ZHANG Huaying，LIANG Jiahao，et al（83）

Ultra-low Frequency Oscillation Engaged with Governor Dead Zone and Limit in Thermal Power Unit and Its Approximation Analysis………………………………………………………………………… WANG Longfei，YANG Ying，HUA Wen，et al（89）

Assessment of Distribution Network Scheduling Level Based on Combined Weight-TOPSIS…………………………………………………………………… LIN Wenshuo，ZHOU Rongsheng，TIAN Huili，et al（95）

Kalman Filtering Energy Consumption Prediction Model and Its Applicatio n…………………LIU Liang，CHEN Xianliang（102）

Fault Location Method for Low-voltage DC Distribution Network Based on Fault Let-through Energy………………………………………………………………………………… MENG Lijie，YUAN Sheng，YAO Tao（109）

Low Carbon Economic Dispatching for Power-to-gas Virtual Power Plant Based on Stepped Carbon Trading……………………………………………………………………………… XU Yun，XU Yaojie，YANG Jiayu，et al（118）

State Prediction of Transmission Lines Based on Semi-supervised Learning …WANG Yanqin，XU Ning，DONG Zhen，et al（129）

Characteristic Analysis of Tree-contact Single-phase-to-ground Fault in Power Distribution Lines…………………………………………………………………………… NING Xin，HU Xinyue，ZHANG Hua，et al（137）

Research on Abrupt Fault Diagnosis Technology for All-fiber Optic Current Sensor………………………………………………………………………… WU Jianhua，ZHANG Xiaofeng，CHEN Liang（144）

Diagnosis of Distribution Network Problems Driven by Rule Engin e……………LIU Baolin，MO Haifeng，FENG Lei，et al（151）

NO.8

Theoretical Research

Clustering Analysis Method for Large-scale Photovoltaic with LVRT Characteristics…………………………………………………………………………… LI Jian，HE Guowei，SUN Guangyou，et al（1）

New Energy Interprovincial Trading Model Considering Carbon-green Certificate Trading Mechanism………………………………………………………………………… LIU Kezhen，DAI Yinghao，ZHAO Qingli，et al（9）

Multi-port Converter for PV Storage Water Pumping Syste m ……………………SONG Gen，SUN Zhang，CHEN Xiang，et al（20）

Estimation Method for Weakening of Power Grid Inertia Caused by Integration of Wind Farms During Normal Operation…………………………………………………………………………… LI Shichun，XUE Zhenyao，SHEN Ao，et al（29）

Research on Improving Transient Characteristics of Voltage and Power-angle of Energy Storage Converter……………………………………………………………………………… LU Jun，YANG Peihao，HE Kailin，et al（36）

Optimization Method of Multi-stage Coordinated Planning for Distributed Photovoltaic in Distribution Network Considering Evolutionary Driving Factor s………………………………………………YE Linhao，XU Min，GUO Zuogang，et al（44）

Distribution Network Fault Diagnosis Method Based on Fault Degree Fusion of Multi-source Information……………………………………………………………………………… WU Na，LI Wenshuo，FAN Shuxian，et al（52）

Coordinated Control Strategy for Flexible DC System and Wind Turbine for Offshore Wind Power…………………………………………………………………………… ZHAO Ping，NI Shijie，HUANG Yuxin，et al（62）

Three-stage Scheduling of Integrated Energy System Considering Hydrogen Storage and Energy Supply Timing…………………………………………………………………………………… LI Xin，HUANG Jingqi，LIU Li，et al（71）

Energy Storage Planning for Integrated PV-Energy Storage Electric Vehicle Charging Station……………………………………………………………………… LI Ke，HUANGFU Xiaowen，LI Mengchao，et al（82）

Coordinated and Optimized Operation of Multiple Energy Storage Sharing in Microgrid Market Based on Blockchain Technology……………………………………………………………………………………………… XIE Lianfang，ZHANG Yue（94）

Flexible Resource Response Potential Evaluation Method for Regional Grid…………………………………………………………………… SONG Yi，LUO Fengzhang，FENG Shaoting，et al（103）

Research on Distributionally Robust Planning Method for Coordination and Optimization of New Energy，Electric Vehicle Charging Station and Energy Storage ……………………………………ZHANG Weiqi，WANG Yansheng，YANG Zhao，et al（114）

Optimal Operation Method for Multiple Virtual Power Plants Considering Risk and Carbon Flow…………………………………………………………………………… GE Xiaolin，CAO Xudan，LI Yiling，et al（126）

RNN-LSTM Prediction and Nash Game Behavior Optimization for Multi-agent Microgrids……………………………………………………………………… SONG Feng，WANG Lin，ZHANG Xiaoqi，et al（136）

Frequency Security Scheduling of Power Grid with Electric Vehicles Considering Privacy Protection……………………………………………………………… WANG Jianzhong，JIAO Zhenhua，YE Weiqiang，et al（143）

Locating and Sizing of Distributed Photovoltaic Generation Based on Improved Butterfly Optimization Algorithm…………………………………………………………………………………… LIU Liu，ZHAO Junyong，MA Liang（152）

NO.9

Theoretical Research

Transient High-frequency Impedance Pilot Protection for Flexible DC Distribution Networ k ……ZHANG Xiao，FANG Xinyan（1）

Novel Line Distance Protection Method with UPFC as Line Boundar y…………DONG Zhengxin，LI Bin，HU Zepeng，et al（10）

Simulation and Optimization of Three-dimensional Electric Field in High-voltage Apparatus Box Considering Electric-thermal Coupling Effect ………………………………………………………………ZHANG Hongyu，GAO Yu，LI Tao，et al（20）

Synchronous Phasor Measurements Based Distribution Network State Estimation Method……………………………………………………………………………… WEI Xinchi，XU Qin，LIU Jinsong，et al（30）

Layout and Planning of Electric Vehicle Charging Stations Under Background of Coupled Expressway and Power Grid……………………………………………………………… FAN Yunsong，TIAN Junshan，ZHENG Chuanzhao，et al（40）

Feeder Load Balancing Method for Flexible Distribution Network with Large-scale Electric Vehicles……………………………………………………………………… LI Juan，ZHANG Liang，QIAN Guangchao，et al（53）

Short-term Load Forecasting Model for Power System Based on Fusion of QWDAE and HWMHGRU……………………………………………………………………… LI Wensheng，SUN Donglei，ZHENG Zhijie，et al（62）

Sub-synchronous Oscillation Suppression Method Based on MFAC Sub-synchronous Damping Controller…………………………………………………………………… YANG Pengwei，REN Zheng，WANG Xinyu，et al（68）

False Data Detection Strategy for Unified Control of AC/DC Hybrid Microgri d ……HAN Jinglin，ZHAO Hui，HU Ping，et al（79）

Fault Location Method for Distribution Network Based on Combined Neural Network………………………………………………………………………… ZHANG Lei，LI Xiaoying，ZHANG Pei，et al（87）

Identification Method for Topology in Distribution Station Area Based on Euclidean Morphological Distance and AP Clustering Analysis ………………………………………………………………YIN Peng，LIANG Haishen，GU Zhicheng，et al（95）

Location Method for Small Current Grounding Fault Segment Based on Multi-feature Fusion and Optimized Support Vector Machine………………………………………………………………… DU Zhengqi，WANG Jinghua，ZHANG Xinhui，et al（103）

Anomaly Detection and Classification Algorithm for Unbalanced Data Sets………………………………………………………………… FAN Rui，CHEN Xiangyuan，WANG Guannan，et al（112）

Single-ended Intelligent Fault Location Method for HVDC Transmission Lines……………………………………………………………………… YANG Yuping，WU Hao，TIAN Haipeng，et al（120）

Dynamics Characteristics of Dual-buck Inverter Under Improved Sliding Mode Control ………………TAO Hui，AI Pengwei（130）

Transformer Fault Diagnosis Based on Bayesian Method and Deep Learnin g ……HUO Hao，MA Tianlong，LI Ningrui，et al（137）

Voltage-driven Power Flow Sample Generation Method Considering Transmission Section Active Power Flow Constraints…………………………………………………………………… WU Qianhong，ZHOU Erzhuan，WU Zhigang，et al（145）

Evaluation of Maximum Power Generation Capacity of New Energy Based on Polynomial Surface Fitting………………………………………………………………………………… ZHANG Yan，GU Pan，YAO Danyang（151）

NO.10

Theoretical Research

Single-ended Protection Scheme for Flexible DC Based on Sequential Overlapping Derivative Transformation……………………………………………………………………… SONG Biao，TANG Yafang，YUAN Xufeng，et al（1）

Adaptive Inverse-time Protection Based on Output from Distributed Generation…………………………………………………………………………… FANG Yuchen，WANG Bin，ZHANG Liangli（9）

Identification of Equivalent Inertia of SG with Governor and Excitation Systems ……LI Shenghu ZHU Zhenggao，QI Nan，et al（18）

Current Instruction Value Compensation Strategy for Suppressing Continuous Commutation Failure………………………………………………………………………… CHEN Tie，YAN Wenwei，LI Xianshan，et al（26）

Influences of Distributed Energy Resources Off-grid and Their Attribute Change on Line Time Limited Current Protection and Corresponding Countermeasure s………………………………………WENG Hanli，FAN Rong，RAO Danqing，et al（33）

Compensation Control Method for Wind Farm Based on Frequency Safety Constraint-Inertia Weakening Sharing…………………………………………………………………………… LI Shichun，CHAI Junjie，ZHOU Qin，et al（41）

Short-term Load Prediction of GRU Neural Network Based on Temporal Pattern Attention Mechanism……………………………………………………………………… QIAO Shi，WANG Lei，ZHANG Pengchao，et al（49）

Duty-cycle Predictive Current Control of Permanent Magnet Synchronous Motor Under Three-phase Vector………………………………………………………………………………………………… SUN Jian，WANG Yihe（59）

Optimal Dispatching of Virtual Power Plants Considering P2G-VPSA Combined Oxygen Supply and Elastic Shared Electricity Price………………………………………………………………………… CUI Shiting，CHEN Yuzhi，ZHU Ruijin ，et al（67）

Analytical Algorithm for Induction Motor Load Model Considering Influence of Asymmetrical Faults………………………………………………………………………… GUO Ning，LI Chenghao，FAN Yanhe，et al（79）

Fault Location Method Equipped with Current-limiting Reactor for Multi-terminal DC Distribution Network…………………………………………………………………………… WANG Guoyu，FAN Chunju，HUANG Yue（87）

Inverter Voltage Control Based on Improved RISE-MC-LADRC ……………QIU Chaoying，HUANG Yuan，YU Yiwei，et al（97）

Intelligent Identification Method for Series Arc Fault in Electric Vehicle Charging System…………………………………………………………………………… PAN Guangxu，PEI Liwei，LI Xingyu，et al（107）

Large-signal Stability Analysis for DC System with Multiple Voltage Levels ……… WU Yanwei，OU Jiajun，SU Tao，et al（115）

Active Distribution Network Reconfiguration Based on Improved Social Spider Algorithm……………………………………………………………………… LIAO Feng，CHEN Jinrong，OU Weichao，et al（125）

Multidimensional Characteristic Analysis of Grounding Current Harmonics for Thermal Aging Evaluation of XLPE Power Cable………………………………………………………………………… GUO Wei，PAN Zehua，REN Zhigang，et al（134）

Mathematical Modeling and Analysis of Effect of Three-phase Unbalance on Distribution Transformer Efficiency………………………………………………………………………………… YAO Wei，LIU Yanyan，YU Zhenjiang（140）

Non-invasive Identification Method for Industrial Harmonic Source Based on Impedance Separation…………………………………………………………………………… QI Yi，CHEN Shuchang，LIN Caihua，et a（l148）

NO.11

Theoretical Research

Flywheel and Lithium Battery Energy Storage Combined with Photovoltaic Power Generation Participating in Primary Frequency Regulation Contro l………………………………………………………GUO Qiang，CHEN Chongde，HU Yang，et al（1）

Low-carbon Economic Dispatch Strategy for Multi-agent Integrated Energy System Based on Adjustable Thermoelectric Ratio and Two-stage Stepped Carbon Trading ……………………………………ZHOU Xin，HAN Xiaoqing，LI Yizhulin，et al（10）

Optimal Power-Gas Flow of Integrated Electricity-Natural Gas System Based on Credibility Theory……………………………………………………………………… DUAN Jiahao，CHEN Jiajia，YANG Zijuan，et al（22）

Improved Current-type LC Parallel Resonant Converter for Energy Storag e………YANG Peng，LI Qian，ZHAO Junyu，et al（33）

Real-time Evaluation Method for AGC Frequency Modulation Capacity of Regional New Energy Power System………………………………………………………………………… CUI Tongfei，LI Xiaoming，WANG Shuo，et al（43）

Control Strategy for Expanding the Operating Range of Cascaded H-bridge Photovoltaic Grid-connected Inverter………………………………………………………………………………… YUAN Yisheng，ZHU Qihang，LIU Wei（50）

Evaluation on Maximum Addable Capacity of Distributed Generation in Distribution Network Based on Information Gap Decision Theory and Chance Constraint s…………………………………………LI Wensheng，WANG Chunyi，QI Lujie，et al（58）

Evaluation on Optimal Photovoltaic Integration Capacity Based on Operation Margin of Distribution Network………………………………………………………………………… JU Guanzhang，LI Shunxin，ZHAO Min，et al（66）

Frequency Emergency Control Strategy for Receiving Grid with New Energy and Multi-feed-in DC…………………………………………………………………… DING Haoyin，ZHOU Lei，HUANG Zhiguang，et al（74）

Collaborative Optimization Strategy for Generation Alliance Participating in Electricity-Carbon-Green Certificate Markets………………………………………………………………… ZHAN Bochun，FENG Changsen，SHANG Nan，et al（84）

Multi-timescale Optimal Scheduling of Integrated Energy System with Consideration of Green Certificate-Carbon Trading and Hydrogen Energy ……………………………………………………ZHANG Hongtao，ZHOU Yiru，TU Lingying，et al（95）

Frequency Characteristic Estimation of New Energy Station Based on Dynamic Mode Decomposition………………………………………………………………… LI Jianfeng，HAO Xiaoguang，YANG Chunlai，et al（107）

Virtual Inertia Compensation Control Method for Energy Storage Device Based on Calculation of Virtual Inertia………………………………………………………………………… LI Shichun，DENG Rui，XUE Zhenyao，et al（114）

Flexibility Optimization of High-proportion New Energy Power System Considering Demand Uncertainty…………………………………………………………………………… LIN Shunfu，SHI Jiahui，ZHOU Bo，et al（122）

Identification of Wind Power Abnormal Data Based on Multi-model Parallel Integration Framework………………………………………………………………………… CHEN Jiangyu，LI Peiqiang，ZHONG Wujun（133）

Optimization of Electricity，Hydrogen and Carbon Operation in Integrated Energy System Based on Master-slave Game………………………………………………………………… CHEN Wanqing，XIANG Kangli，LIN Xiaofan，et al（143）

Extraction of Harmonic and Oscillation Composite Disturbance Parameters of New Energy Distribution Network Based on Improved Prony Algorith m……………………………………………LI Lei，DU Chenggang，WANG Weibing，et al（152）

NO.12

Theoretical Research

Large-disturbance Stability Analysis of DC Microgrid Based on Improved Droop Control………………………………………………………………………………… WANG Hao，CHEN Jikai，LI Bin，et al（1）

Hybrid Game Model for Optimal Scheduling of Multi-microgrid System and Its Solution…………………………………………………………………………… LI Min，CHENG Shan，CHEN Ziming，et al（12）

Control Strategy for Combined Wind-storage System Based on Bi-LSTM Recurrent Neural Network………………………………………………………………………………… LI Bin，MENG Xuguang，BAI Xiaoqing（20）

Capacity Configuration of Soft Open Point Considering Multi-agent Game ………………ZHU Chao，HUANG Jingjing，LI Zhi（29）

Prediction Method for Distribution Network Line Loss Based on TASSA-Mg LSTM………………………………………………………………………… WU Lizhen，QIN Wenbin，ZHAO Yifan，et al（40）

Lightweight Load Decomposition in Distribution Network Using Edge Computing………………………………………………………………………… CAI Tiantian，YANG Yingjie，CHEN Bo，et al（50）

Frequency Regulation of Doubly-fed Induction Machine Pumped Storage Hydro in Pumping Mode Driven by Deep Reinforcement Learning ………………………………………………………………………LAO Wenjie，SHI Linjun，LI Yang，et al（59）

Research on Travelling Wave Characteristics of Mining Cable Under Single-phase Grounding Fault and the Corresponding Fault Location Method ………………………………………………………………… JIN Lei，YU Jingbin，LI Qiang，et al（71）

Data-physical Hybrid-driven Adaptive Voltage Control of Active Distribution Network……………………………………………………………………… FENG Xinyao，PENG Zewu，CHEN Qiang，et al（80）

Short-term Multivariate Load Forecasting of Integrated Energy System Based on Multiscale Feature Extraction and Nonlinear Fusion……………………………………………………………… FU Wenlong，ZHANG Xuanrui，ZHANG Hairong，et al（89）

Two-layer Power Trading Strategy for Microgrid Based on Two-layer Nash Game ………ZHU Ruijin，WU Jun，CUI Shiting（100）

Reliability Evaluation on Cyber Physical Distribution System Considering Influence of Weather on Wireless Access Networks…………………………………………………………………………… LIU Hong，WANG Qiong，XU Zhengyang（110）

Design and Application of Novel Distribution Network Power Supply Service Command System Based on Big Data Technology……………………………………………………………………………………………………………… MA Rukuo（119）

Multi-harmonic Source Superposition Method Considering Phase Distribution Characteristics………………………………………………………………………… GAO Min，ZHU Mingxing，WANG Qing，et al（127）

Practical Calculation Method for Short-circuit Current of System Considering VSC-HVDC………………………………………………………………………… CHEN Qichao，LI Hui，WANG Zhidong，et al（134）

Research on Line Characteristics and System Realization of DC Carrier Communication System……………………………………………………………………………… ZHOU Jun，DONG Chenglin，QIAO Jian（142）

Fault Detection Method for Microgrid Under Multiple Disturbance s……………YU Zhenkai，WANG Bin，YAN Yong，et al（151）

2023 Contents List of Proceedings of the CSU-EPSA ……………………………………………………………………………（Ⅹ）