Honglu Zhu - Publications, H-index & Citations

Honglu Zhu

north china electric power university

26H指数

93论文数

2.0K被引数

收录论文 36

发表时间

Physics-constrained adversarial Transformer for abnormal data identification and reconstruction in large-scale photovoltaic power plants 基于物理约束的对抗性Transformer用于大型光伏电站异常数据识别与重构

Energy Conversion and Management

IF10.9

2026-09-04

PREAI

Yongjun Lian; Jianxi Yao; Jiajie Li; Honglu Zhu

Gaussian noise injection and EMD-based feature selection for photovoltaic power prediction: dynamic importance evaluation and multi-dimensional accuracy comparison with pearson correlation methods 高斯噪声注入和基于EMD的特征选择用于光伏功率预测：动态重要性评估与与皮尔逊相关系数方法的维度准确性比较

Energy Conversion and Management-X

IF7.6

2026-06-22

OAAI

Chang Liu; Yunpeng Zhang; Xianhong Yu; Chengjin Zhang; Honglu Zhu; Hai Zhou; Jun Liu; Shuai Yuan

Dynamic baseline-based fault diagnosis method for photovoltaic arrays integrating degradation modeling and CNN-transformer 基于动态基线的光伏阵列故障诊断方法，整合衰减建模和CNN-Transformer

Energy Reports

IF5.1

2026-06-01

PREAI

Tang, Zipeng; Wei, Chao; Zhou, Lu; Cao, Xihua; Kuang, Bo; Ji, Peiran; Zhu, Honglu

Meteorological information calculation and power forecasting for regional distributed photovoltaic power based on information fusion and deep learning 基于信息融合和深度学习的区域分布式光伏发电气象信息计算与功率预测

International Journal of Electrical Power & Energy Systems

IF5

2025-09-29

OAAI

Honglu Zhu; Yuhang Wang; Shumin Sun; Duqing Zhang; Siyu Hu; Weidong Chen

A Regional Distributed Photovoltaic Power Forecasting Method Based on Cluster Division and Selection of Representative Plants 一种基于集群划分和代表性电站选择的区域分布式光伏功率预测方法

Energy Science & Engineering

IF3.4

2025-06-06

OAAI

Honglu Zhu; Xi Zhang; Yuhang Wang; Huang Ding

A New Modeling Method for Meteorological Information of Regional Distributed Photovoltaic Power Generation Based on Multi-Source Information Fusion 基于多源信息融合的区域分布式光伏发电气象信息新建模方法

Energy Science & Engineering

IF3.4

2025-06-03

OAAI

Yuhang Wang; Dengxuan Li; Wenwen Ma; Xi Zhang; Honglu Zhu

A novel solar irradiance calculation method for distributed photovoltaic power plants based on K-dimension tree and combined CNN-LSTM method

COMPUTERS & ELECTRICAL ENGINEERING

IF4.9

2025-03-01

PREAI

Zhu, Honglu; Zhang, Xi; Wu, Ji; Hu, Siyu; Wang, Yuhang

Forecasting and Early Warning of Wind-Farm-Tripping Event under Strong-Wind and Cold-Wave Conditions Based on Combined Nonparametric Estimation Model and K-Value Method

ENERGY TECHNOLOGY

IF3.6

2024-05-24

PREAI

Liu, Yu; Huan, Jiafei; Wang, Wei; Jiang, Shangguang; Sun, Yahui; Zhang, Xi; Zhu, Honglu

A novel soft sensing method using intelligent modeling method for solar irradiance and temperature in distributed PV power plant

ENERGY SCIENCE & ENGINEERING

IF3.4

2024-02-04

OAAI

Zhu, Honglu; Jiang, Tingting; Zhou, Hai; Sun, Yahui; Ma, Wenwen; Zhang, Xi

Classification Method of Photovoltaic Array Operating State Based on Nonparametric Estimation and 3σ Method

SUSTAINABILITY

IF3.3

2023-05-09

OAAI

Tong, Qiang; Li, Donghui; Ren, Xin; Wang, Hua; Wu, Qing; Zhou, Li; Li, Jiaqi; Zhu, Honglu

A Novel Operating State Evaluation Method for Photovoltaic Strings Based on TOPSIS and Its Application

SUSTAINABILITY

IF3.3

2023-04-27

OAAI

Li, Xiaofei; Wang, Zhao; Liu, Yinnan; Wang, Haifeng; Pei, Liusheng; Wu, An; Sun, Shuang; Lian, Yongjun; Zhu, Honglu

Operation reference status selection for photovoltaic arrays and its application in status evaluation

SOLAR ENERGY

IF6.6

2023-01-01

PREAI

Zhu, Honglu; Sun, Shuang; Li, Jiaqi; Pan, Bingrong; Jiang, Tingting; Sun, Yahui

A New Regional Distributed Photovoltaic Power Calculation Method Based on FCM-mRMR and nELM Model

SUSTAINABILITY

IF3.3

2022-10-26

OAAI

Zhu, Honglu; Jiang, Tingting; Sun, Yahui; Sun, Shuang

Quad-kernel deep convolutional neural network for intra-hour photovoltaic power forecasting

APPLIED ENERGY

IF11

2022-10-01

PREAI

Ren, Xiaoying; Zhang, Fei; Zhu, Honglu; Liu, Yongqian

Research on output distribution modeling of photovoltaic modules based on kernel density estimation method and its application in anomaly identification

SOLAR ENERGY

IF6.6

2022-03-01

PREAI

Pan, Jingna; Zou, Zubing; Sun, Shuang; Su, Ying; Zhu, Honglu

Uncertainty analysis based on non-parametric statistical modelling method for photovoltaic array output and its application in fault diagnosis

SOLAR ENERGY

IF6.6

2021-09-01

PREAI

Pan, Jingna; He, Weiguo; Shi, Yucheng; Hou, Ruyin; Zhu, Honglu

Improvement of Colloidal Characteristics in a Precursor Solution by a PbI2-(DMSO)2 Complex for Efficient Nonstoichiometrically Prepared CsPbI2.8Br0.2 Perovskite Solar Cells

ACS APPLIED MATERIALS & INTERFACES

IF8.2

2020-10-19

PREAI

Zhao, Hang; Liu, Xiaolong; Xu, Jia; Li, Zhenzhen; Fu, Yao; Zhu, Honglu; Yan, Luxin; Liu, Zhike; Liu, Shengzhong Frank; Yao, Jianxi

A novel non-iterative correction method for short-term photovoltaic power forecasting 一种新的非迭代修正短期光伏功率预测方法

RENEWABLE ENERGY

IF9.1

2020-10-01

PREAI

Yin, Wansi; Han, Yutong; Zhou, Hai; Ma, Ming; Li, Li; Zhu, Honglu

A dynamic alarm threshold setting method for photovoltaic array and its application

RENEWABLE ENERGY

IF9.1

2020-10-01

PREAI

Yu, Cao; Wang, Haizheng; Yao, Jianxi; Zhao, Jian; Sun, Qian; Zhu, Honglu

Expected output calculation based on inverse distance weighting and its application in anomaly detection of distributed photovoltaic power stations

JOURNAL OF CLEANER PRODUCTION

IF10

2020-04-01

PREAI

Shi, Yucheng; He, Weiguo; Zhao, Jian; Hu, Aoyu; Pan, Jingna; Wang, Haizheng; Zhu, Honglu

研究方向