张晋华｜华北水利水电大学｜学者主页

2026

“四维四融三师”构建电力高校产科教融合新模式

谭联，陈露露，侯鹏飞，张晋华

《中国电力教育》

DOI

2026

基于数据融合的风电机组故障诊断及预测技术研究

张馨月，张晋华

《黑龙江科学》

2026

Multi-objective optimization of distributed energy networks considering electricity-heating-cooling-carbon trading and source-load uncertainty

Fukang Ren, Bo Gu, Yurong Hu, Jinhua Zhang, Xiaoqiang Zhai

Energy

DOI

2026

Enhanced wind power prediction using feature selection: Implications for grid integration of renewable energy and electric vehicles

Xi Wang, Haizheng Wang, Jinhua Zhang, Weishu Wang, Jie Yan

Global Energy Interconnection

DOI

2026

Coordinated flexibility scheduling of hydro–wind–solar–storage systems considering vibration-zone constraints

Jinhua Zhang, Kang Wang

Journal of Energy Storage

DOI

2026

A Novel Two-Stage Optimal Scheduling Strategy for Mitigating Grid-Connected Power Fluctuations in Renewable Energy Microgrids

Shilei Xiao, Jinhua Zhang, Zhongyang Li

Energies

DOI

2026

Joint probability aggregation for regional wind power forecasting via R-vine copula and Kolmogorov-Arnold networks

Jinhua Zhang, Zhenyang Huang, Haizheng Wang, Zhongyang Li, Weishu Wang, Yongqian Liu

Results in Engineering

DOI

2025

“电力系统稳定与控制”课程思政实践与思考

张晋华，谭联，黄慧

《教育教学论坛》

2025

新能源接入下区域电力系统负荷分散调度方法

吴文静，张晋华

《兵工自动化》

2025

基于电磁场仿真技术的微波器件设计与优化

闫世平，张晋华

《信息记录材料》

DOI

2025

Optimal Allocation of Hybrid Energy Storage Capacity for Microgrids Considering Electric Vehicles

Yvhua Bian, Haizheng Wang, Jinhua Zhang, Jie Yan, Xiaoke He

IEEE Access

DOI

2024

《电力系统继电保护》教学改革探讨

黄慧，曹文思，张晋华，王洁方

《中国电力教育》

2024

Hydro–Wind–PV–Integrated Operation Optimization and Ultra-Short-Term HESS Configuration

Jinhua Zhang, Haizheng Wang, Chaohua Fan, Jiahao Hu, Xinyue Zhang

Electronics

DOI

2024

Optimal Energy Storage Allocation for Combined Wind-PV-EVs-ES System Based on Improved Triangulation Topology Aggregation Optimizer

Chaohua Fan, Haizheng Wang, Jinhua Zhang, Peng Cheng, Yuhua Bian

Electronics

DOI

2024

Research on the Short-Term Prediction of Offshore Wind Power Based on Unit Classification

Jinhua Zhang, Xin Liu, Jie Yan

Electronics

DOI

2024

A combined approach for wind power generation prediction based on CNN and double BiLSTM neural network

Lei Zhang, Shaoming Zhu, Bing Zhou, Xianyu Zuo, Jinhua Zhang

Applied and Computational Engineering

DOI

2024

Interpretable Wind Power Short-Term Power Prediction Model Using Deep Graph Attention Network

Jinhua Zhang, Hui Li, Peng Cheng, Jie Yan

Energies

DOI

2023

Optimal Allocation of Hybrid Energy Storage System Based on Smoothing Wind Power Fluctuation and Improved Scenario Clustering Algorithm

Jinhua Zhang, Tianyi Zhang, Peng Cheng, Dongzheng Yang, Jie Yan, Xinpei Tian

Processes

DOI

2023

Optimization of Energy Storage Allocation in Wind Energy Storage Combined System Based on Improved Sand Cat Swarm Optimization Algorithm

Jinhua Zhang, Xinzhi Xue, Dongfeng Li, Jie Yan, Peng Cheng

Processes

DOI

2023

Optimal Scheduling Strategy of Wind Farm Active Power Based on Distributed Model Predictive Control

Jiangyan Zhao, Tianyi Zhang, Siwei Tang, Jinhua Zhang, Yuerong Zhu, Jie Yan

Processes

DOI

2023

Explainable Transformer Model for Short-Term Wind Forecast

Junyong You, Henning Heiberg-Andersen, Yngve Heggelund, Annette F. Stephansen, Jinhua Zhang

IEEE International Conference on Industrial Electronics for Sustainable Energy Systems (IESES)

DOI

2023

Ultra-Short-Term Wind Power Forecasting Based on CGAN-CNN-LSTM Model Supported by Lidar

Jinhua Zhang, Zhengyang Zhao, Jie Yan, Peng Cheng

Sensors

DOI

2023

Optimal Configuration of Energy Storage Systems in High PV Penetrating Distribution Network

Jinhua Zhang, Liding Zhu, Shengchao Zhao, Jie Yan, Lingling Lv

Energies

DOI

2023

An Adaptive, Data-Driven Stacking Ensemble Learning Framework for the Short-Term Forecasting of Renewable Energy Generation

Huang Hui, Qiliang Zhu, Xueling Zhu, Jinhua Zhang

Energies

DOI

2022

Optimal Scheduling Strategy for Power Systems Containing Offshore Wind Farms Considering Wind Power Uncertainty

Jinhua Zhang, Yuerong Zhu, Zhengyang Zhao

Journal of Circuits Systems and Computers

DOI

2021

考虑风电不确定性的含海上风电场电力系统优化调度策略研究

张晋华，朱悦榕，李旭强，刘良雨

《分布式能源》

DOI

2021

A VMD and LSTM Based Hybrid Model of Load Forecasting for Power Grid Security

Lingling Lv, Zongyu Wu, Jinhua Zhang, Lei Zhang, Zhiyuan Tan, Zhihong Tian

IEEE Transactions on Industrial Informatics

DOI

2021

Short-Term Forecasting and Uncertainty Analysis of Wind Power

Bo Gu, Luo Keke, Zhang Hongtao, Jinhua Zhang, Huang Hui

Journal of Solar Energy Engineering

DOI

2020

Short-term forecasting and uncertainty analysis of wind power based on long short-term memory, cloud model and non-parametric kernel density estimation

Bo Gu, Tianren Zhang, Hang Meng, Jinhua Zhang

Renewable Energy

DOI

2020

A preliminary numerical study of the wake effects on the fatigue load for wind farm based on elastic actuator line model

Hang Meng, Li Li, Jinhua Zhang

Renewable Energy

DOI

2020

Robust Optimal Dispatch of Power Systems with Wind Farm

Jinhua Zhang, Bo Gu, Hang Meng, Chentao Fu, Xueling Zhu

Journal of Power Technologies

2020

Research on short-term wind power combined forecasting and its Gaussian cloud uncertainty to support the integration of renewables and EVs

Jinhua Zhang, Hang Meng, Bo Gu, Pin Li

Renewable Energy

DOI

2019

信息时代《电力系统自动装置》课程教学改革探索

张晋华，周晓明，朱雪凌

《创新创业理论研究与实践》

2019

Short-term forecasting and uncertainty analysis of wind turbine power based on long short-term memory network and Gaussian mixture model

Jinhua Zhang, Jie Yan, David G. Infield, Yongqian Liu, Fue‐Sang Lien

Applied Energy

DOI

2019

Research on Short-term Forecasting and Uncertainty of Wind Turbine Power Based on Relevance Vector Machine

Jinhua Zhang, Jie Yan, WU Wenjing, LIU Yongqian

Energy Procedia

DOI

2018

基于降低风电场损耗的风电场优化调度研究

张晋华，吴文静，王卓然，刘永前，田德

《太阳能学报》

2018

Study on wake-induced fatigue on wind turbine blade based on elastic actuator line model and two-dimensional finite element model

Hang Meng, Fue‐Sang Lien, Gregory Glinka, Li Li, Jinhua Zhang

Wind Engineering

DOI

2016

基于风力发电机组分类的风电场内优化调度

张晋华，黄慧，刘永前，田德，杨衎，张慧玲

《太阳能学报》

2016

Optimal power dispatch within wind farm based on two approaches to wind turbine classification

Jinhua Zhang, Liu Yongqian, David G. Infield, Yuanchi Ma, Cao Qunshi, De Tian

Renewable Energy

DOI

2015

考虑流动相关性的风电场机组分组功率预测方法

阎洁，刘永前，韩爽，王一妹，张晋华，朱戎

《现代电力》

2015

Optimal power dispatch in wind farm based on reduced blade damage and generator losses

Jinhua Zhang, Yongqian Liu, De Tian, Jie Yan

Renewable and Sustainable Energy Reviews

DOI

2014

水平轴风电机组短时风速模型研究

顾波，刘永前，康顺，张晋华

《太阳能学报》

2013

以风电机组叶片延寿为目标的风电场优化调度

张晋华，刘永前，田德，顾波，汪宁渤

《太阳能学报》

2011

“电力系统自动装置”课程教学研究与探讨

张晋华

《中国电力教育》

2008

数模混合实时仿真系统及其在特高压交直流电网研究中的应用

胡涛，印永华，蒋卫平，张晋华，刘云，陈凌芳，王晶芳，李芳

《电网技术》

2006

使用一台自耦变压器启动多台电机的PLC控制方法

张云鹏，张晋华

《综合智慧能源》

2001

三峡电力系统实时仿真模拟试验研究

蒋卫平，张晋华

《中国电力》

1999

微机高精度调频调幅正弦波脉宽调制实时控制器

高沁翔，张晋华

《电网技术》

1999

高压直流输电工程额定电压的优化选择方法

刘泽洪，张晋华，奚华中

《中国电力》

精选作品

期刊论文

“四维四融三师”构建电力高校产科教融合新模式

基于数据融合的风电机组故障诊断及预测技术研究

Multi-objective optimization of distributed energy networks considering electricity-heating-cooling-carbon trading and source-load uncertainty

Enhanced wind power prediction using feature selection: Implications for grid integration of renewable energy and electric vehicles

Coordinated flexibility scheduling of hydro–wind–solar–storage systems considering vibration-zone constraints

A Novel Two-Stage Optimal Scheduling Strategy for Mitigating Grid-Connected Power Fluctuations in Renewable Energy Microgrids

Joint probability aggregation for regional wind power forecasting via R-vine copula and Kolmogorov-Arnold networks

“电力系统稳定与控制”课程思政实践与思考

新能源接入下区域电力系统负荷分散调度方法

基于电磁场仿真技术的微波器件设计与优化

Optimal Allocation of Hybrid Energy Storage Capacity for Microgrids Considering Electric Vehicles

《电力系统继电保护》教学改革探讨

Hydro–Wind–PV–Integrated Operation Optimization and Ultra-Short-Term HESS Configuration

Optimal Energy Storage Allocation for Combined Wind-PV-EVs-ES System Based on Improved Triangulation Topology Aggregation Optimizer

Research on the Short-Term Prediction of Offshore Wind Power Based on Unit Classification

A combined approach for wind power generation prediction based on CNN and double BiLSTM neural network

Interpretable Wind Power Short-Term Power Prediction Model Using Deep Graph Attention Network

Optimal Allocation of Hybrid Energy Storage System Based on Smoothing Wind Power Fluctuation and Improved Scenario Clustering Algorithm

Optimization of Energy Storage Allocation in Wind Energy Storage Combined System Based on Improved Sand Cat Swarm Optimization Algorithm

Optimal Scheduling Strategy of Wind Farm Active Power Based on Distributed Model Predictive Control

Explainable Transformer Model for Short-Term Wind Forecast

Ultra-Short-Term Wind Power Forecasting Based on CGAN-CNN-LSTM Model Supported by Lidar

Optimal Configuration of Energy Storage Systems in High PV Penetrating Distribution Network

An Adaptive, Data-Driven Stacking Ensemble Learning Framework for the Short-Term Forecasting of Renewable Energy Generation

Optimal Scheduling Strategy for Power Systems Containing Offshore Wind Farms Considering Wind Power Uncertainty

考虑风电不确定性的含海上风电场电力系统优化调度策略研究

A VMD and LSTM Based Hybrid Model of Load Forecasting for Power Grid Security

Short-Term Forecasting and Uncertainty Analysis of Wind Power

Short-term forecasting and uncertainty analysis of wind power based on long short-term memory, cloud model and non-parametric kernel density estimation

A preliminary numerical study of the wake effects on the fatigue load for wind farm based on elastic actuator line model

Robust Optimal Dispatch of Power Systems with Wind Farm

Research on short-term wind power combined forecasting and its Gaussian cloud uncertainty to support the integration of renewables and EVs

信息时代《电力系统自动装置》课程教学改革探索

Short-term forecasting and uncertainty analysis of wind turbine power based on long short-term memory network and Gaussian mixture model

Research on Short-term Forecasting and Uncertainty of Wind Turbine Power Based on Relevance Vector Machine

基于降低风电场损耗的风电场优化调度研究

Study on wake-induced fatigue on wind turbine blade based on elastic actuator line model and two-dimensional finite element model

基于风力发电机组分类的风电场内优化调度

Optimal power dispatch within wind farm based on two approaches to wind turbine classification

考虑流动相关性的风电场机组分组功率预测方法

Optimal power dispatch in wind farm based on reduced blade damage and generator losses

水平轴风电机组短时风速模型研究

以风电机组叶片延寿为目标的风电场优化调度

“电力系统自动装置”课程教学研究与探讨

数模混合实时仿真系统及其在特高压交直流电网研究中的应用

使用一台自耦变压器启动多台电机的PLC控制方法

三峡电力系统实时仿真模拟试验研究

微机高精度调频调幅正弦波脉宽调制实时控制器

高压直流输电工程额定电压的优化选择方法

会议论文

电气工程及其自动化(专升本)专业培养方案的探索

换流站集中控制中心研究

预印本

Research on Optimal Operation of Wind Turbines Based on Robust Model Predictive Control

Wind Turbine Control Strategy Based on Robust Model Predictive Control