Jianzhong Zhou - Publications, H-index & Citations

Jianzhong Zhou

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36H指数

159论文数

5.4K被引数

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发表时间

Probabilistic spatiotemporal forecasting of wind speed based on multi-network deep ensembles method*基于多网络深度集成方法的风速概率时空预测 *

RENEWABLE ENERGY

IF9.1

2023-06-01

PREAI

Liu, Guanjun; Wang, Yun; Qin, Hui; Shen, Keyan; Liu, Shuai; Shen, Qin; Qu, Yuhua; Zhou, Jianzhong

A feature-level degradation measurement method for composite health index construction and trend prediction modeling

MEASUREMENT

IF5.6

2023-01-01

PREAI

Jiang, Wei; Xu, Yanhe; Chen, Zhong; Zhang, Nan; Xue, Xiaoming; Liu, Jie; Zhou, Jianzhong

Multi-Variables-Driven Model Based on Random Forest and Gaussian Process Regression for Monthly Streamflow Forecasting 基于随机森林和高斯过程回归的多变量驱动月度流量预测模型

WATER

IF3

2022-06-06

OAAI

Sun, Na; Zhang, Shuai; Peng, Tian; Zhang, Nan; Zhou, Jianzhong; Zhang, Hairong

Probabilistic spatiotemporal solar irradiation forecasting using deep ensembles convolutional shared weight long short-term memory network

APPLIED ENERGY

IF11

2021-10-01

PREAI

Liu, Guanjun; Qin, Hui; Shen, Qin; Lyv, Hao; Qu, Yuhua; Fu, Jialong; Liu, Yongqi; Zhou, Jianzhong

An integrated framework of Bi-directional long-short term memory (BiLSTM) based on sine cosine algorithm for hourly solar radiation forecasting

ENERGY

IF9.4

2021-04-01

197

PREAI

Peng, Tian; Zhang, Chu; Zhou, Jianzhong; Nazir, Muhammad Shahzad

A Procedure for Combining Improved Correlated Sampling Methods and a Resampling Strategy to Generate a Multi-Site Conditioned Streamflow Process

WATER RESOURCES MANAGEMENT

IF4.7

2021-02-07

OAAI

Wang, Quansen; Zhou, Jianzhong; Huang, Kangdi; Dai, Ling; Jia, Benjun; Chen, Lu; Qin, Hui

Temporal convolutional networks interval prediction model for wind speed forecasting 用于风速预测的时间卷积网络区间预测模型

ELECTRIC POWER SYSTEMS RESEARCH

IF4.2

2021-02-01

111

PREAI

Gan, Zhenhao; Li, Chaoshun; Zhou, Jianzhong; Tang, Geng

Comprehensive stochastic optimal scheduling in residential micro energy grid considering pumped-storage unit and demand response 考虑抽水蓄能机组和需求响应的住宅微能网综合随机优化调度

JOURNAL OF ENERGY STORAGE

IF9.8

2020-12-01

PREAI

Ma, Yizhuo; Li, Chaoshun; Zhou, Jianzhong; Zhang, Yongchuan

Negative correlation learning-based RELM ensemble model integrated with OVMD for multi-step ahead wind speed forecasting 基于负相关学习的RELM集成模型与OVMD集成，用于多步前进风速预测

RENEWABLE ENERGY

IF9.1

2020-08-01

PREAI

Peng, Tian; Zhang, Chu; Zhou, Jianzhong; Nazir, Muhammad Shahzad

Short-term optimal operation of wind-solar-hydro hybrid system considering uncertainties

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2020-02-01

PREAI

Zhang, Zhendong; Qin, Hui; Li, Jie; Liu, Yongqi; Yao, Liqiang; Wang, Yongqiang; Wang, Chao; Pei, Shaoqian; Zhou, Jianzhong

Robust T-S Fuzzy Model Identification Approach Based on FCRM Algorithm and L1-Norm Loss Function

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Zhang, Nan; Xue, Xiaoming; Xia, Xin; Jiang, Wei; Zhang, Chu; Peng, Tian; Shi, Liping; Li, Chaoshun; Zhou, Jianzhong

A Composite Uncertainty Forecasting Model for Unstable Time Series: Application of Wind Speed and Streamflow Forecasting 不稳定时间序列的复合不确定性预测模型: 风速和流量预测的应用

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Sun, Na; Zhang, Shuai; Peng, Tian; Zhou, Jianzhong; Sun, Xinguo

Multi-Objective Optimization for Flood Interval Prediction Based on Orthogonal Chaotic NSGA-II and Kernel Extreme Learning Machine

WATER RESOURCES MANAGEMENT

IF4.7

2019-11-30

PREAI

Peng, Tian; Zhang, Chu; Zhou, Jianzhong; Xia, Xin; Xue, Xiaoming

Intra- and Inter-Annual Variability of Hydrometeorological Variables in the Jinsha River Basin, Southwest China

SUSTAINABILITY

IF3.3

2019-09-20

OAAI

Peng, Tian; Zhang, Chu; Zhou, Jianzhong

Wind speed prediction method based on Empirical Wavelet Transform and New Cell Update Long Short-Term Memory network 基于经验小波变换和新单元更新长短期记忆网络的风速预测方法

ENERGY CONVERSION AND MANAGEMENT

IF10.9

2019-09-01

PREAI

Pei, Shaoqian; Qin, Hui; Zhang, Zhendong; Yao, Liqiang; Wang, Yongqiang; Wang, Chao; Liu, Yongqi; Jiang, Zhiqiang; Zhou, Jianzhong; Yi, Tailai

A multi-step progressive fault diagnosis method for rolling element bearing based on energy entropy theory and hybrid ensemble auto-encoder 基于能量熵理论和混合集成自编码器的滚动轴承多步渐进故障诊断方法

ISA TRANSACTIONS

IF6.5

2019-04-01

PREAI

Jiang, Wei; Zhou, Jianzhong; Liu, Han; Shan, Yahui

Advance short-term wind energy quality assessment based on instantaneous standard deviation and variogram of wind speed by a hybrid method

APPLIED ENERGY

IF11

2019-03-01

PREAI

Liu, Guangbiao; Zhou, Jianzhong; Jia, Benjun; He, Feifei; Yang, Yuqi; Sun, Na

An Adaptive Takagi-Sugeno Fuzzy Model-Based Generalized Predictive Controller for Pumped-Storage Unit

IEEE ACCESS

IF3.6

2019-01-01

OAAI

Zhou, Jianzhong; Zhang, Nan; Li, Chaoshun; Zhang, Yongchuan; Lai, Xinjie

An adaptive dynamic short-term wind speed forecasting model using secondary decomposition and an improved regularized extreme learning machine 基于二次分解和改进正则化极限学习机的自适应动态短期风速预测模型

ENERGY

IF9.4

2018-12-01

PREAI

Sun, Na; Zhou, Jianzhong; Chen, Lu; Jia, Benjun; Tayyab, Muhammad; Peng, Tian

Unsupervised fault diagnosis of rolling bearings using a deep neural network based on generative adversarial networks

NEUROCOMPUTING

IF6.5

2018-11-01

191

PREAI

Liu, Han; Zhou, Jianzhong; Xu, Yanhe; Zheng, Yang; Peng, Xuanlin; Jiang, Wei

研究方向