Page 4 - 《中国电力》2026年第5期

Vol. 59 No. 5 May 2026

Electricity Price Market Reform and Regulation to Support Energy Transition Under "Dual
Carbon" Goals
An improved Transformer day-ahead electricity price forecasting model based on Patch mechanism and channel-
independent structure
……… CHEN Zihong, HUANG Ningxin, LAI Zhihang, LAI Xiaowen, CHEN Xiaoting, CHEN Shuonan, GAO Feng (1)
Identification of loss-risk zones of coal-fired power projects under the capacity price mechanism
……………………………………………………… YUAN Shuguang, ZHAO Xiaoxi, WANG Huaqing, LIU Jianye (9)

Key Technologies for Safe and Efficient Operation and Collaborative Control of Active
Distribution Networks
Coordinated control strategy of electric-hydrogen coupled energy storage DC microgrid considering hydrogen storage
state and DC bus voltage stability
……………………………… XU Hengshan, CHAI Sen, WU Yangyang, LI Chenyang, ZHANG Yajian, MO Ruqiao (20)
Short-term load forecasting method for distribution networks based on transformer and ensemble learning
………………… ZHANG Huaitian, JIA Dongli, WANG Shuai, HE Kaiyuan, REN Zhaoying, LIU Jiajing, HU Xuekai (33)
Probabilistic load prediction based on gated spiking neural P system model
……………………………………………………… SUI Zeyuan, WANG Jun, PENG Hong, WANG Delin, SONG Ge (46)
Consider the fault recovery strategy of active distribution network for UAV recovery of temporary communication
………………………………………………………… TANG Jiajie, YUAN Song, LI Dian, ZHOU Rong, MEI Jiabao (57)
Abnormal data detection method for distribution networks in data scarcity scenarios
………………………………………………………… ZENG Ruijiang, LI Zhiyong, HUANG Shu, WANG Weiguang (67)
Power Market Mechanisms and Key Operation Technologies of Virtual Power Plants Supporting
New Urban Power Grids
Adaptive secondary frequency regulation strategy with coordinated virtual power plants
………………………………… WANG Zesen, WANG Xuanyuan, KONG Shuaihao, SUN Bohao, JI Zhen, SUN Wei,
ZHANG Yajian, ZHANG Jiafang, PENG Chen (76)
Coordinated optimization operation model of virtual power plant and distribution network in the electricity-carbon
coupled market………………………………………………………… LI Na, ZHANG Qiang, HAO Yi, WU Guannan (86)

New-Type Power Grid
Design of global relay protection clock desynchronization intelligent verification system based on waveform recording
data…………………………… SHI Hengchu, CHEN Xiaofan, YOU Hao, HU Xiao, XU Shoudong, GUAN Yuanpeng (97)
Capacitor voltage ripple suppression mechanism and control strategy for hexverter
……………… SHU Jun, YI Yang, CHEN Zhengfeng, LU Zhongpeng, HUANG Yiwei, LIU Darui, ZHANG Yiming (109)
Ultra-short-term power load forecasting based on dynamic weighting mixture of experts
………………………………………………… ZHOU Zhuan, WANG Jie, BIAN Jiayu, YU Zhiyong, YUAN Tiejiang (118)
Study on stress distribution of distribution network arresters under complex operating conditions based on electro-
thermal-mechanical coupling………………… WANG Zhenyu, SHI Junhao, WANG Wei, BAI Yinhao, AI Xueyong (133)
New Energy and Energy Storage
Online incremental power forecasting method for centralized photovoltaic power plants based on deep learning
……………………………………………………………………………… YANG Chaoying, LI Huipeng, ZHAO Jun (142)
A robust coordinated planning method for transmission system and storage considering analytical frequency dynamics
constraints…………………………………… CHEN Honglin, LUO Shuxin, XU Wei, WU Guangda, WANG Shichao (150)
A grid-forming energy storage primary frequency regulation method considering SOC constraints and active frequency
modulation coefficients……………………………… LI Yongbin, GESANG Jinmei, WU Jie, ZHU Ling, XU Guang (164)
Wind farm power forecasting by physical data fusion……………………… ZHAO Jun, ZHANG Shifeng, SONG Jinge (176)

ELECTRIC POWER (Monthly) Vol.59 No.5 (Ser.690) May 2026

State Grid Smart Grid Research Institute Co., Ltd.
SHAN Baoguo