Jianzhou Wang

Research.com Recognitions

• 2026 - Research.com Engineering and Technology in China Leader Award
• 2025 - Research.com Engineering and Technology in China Leader Award

Overview

Best Publications

• Multi-step forecasting for wind speed using a modified EMD-based artificial neural network model

  Zhenhai Guo;Weigang Zhao;Haiyan Lu;Jianzhou Wang

  591
  Citations

• Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting

  Chao Ren;Ning An;Jianzhou Wang;Lian Li

  583
  Citations

• Stock index forecasting based on a hybrid model

  Ju-Jie Wang;Jian-Zhou Wang;Zhe-George Zhang;Zhe-George Zhang;Shu-Po Guo

  436
  Citations

• Air Pollution Forecasts: An Overview

  Lu Bai;Jianzhou Wang;Xuejiao Ma;Haiyan Lu

  393
  Citations

• A case study on a hybrid wind speed forecasting method using BP neural network

  Zhen-hai Guo;Jie Wu;Hai-yan Lu;Jian-zhou Wang

  392
  Citations

• A robust combination approach for short-term wind speed forecasting and analysis – Combination of the ARIMA (Autoregressive Integrated Moving Average), ELM (Extreme Learning Machine), SVM (Support Vector Machine) and LSSVM (Least Square SVM) forecasts using a GPR (Gaussian Process Regression) model

  Jianzhou Wang;Jianming Hu

  358
  Citations

• Short-term electric load forecasting based on singular spectrum analysis and support vector machine optimized by Cuckoo search algorithm

  Xiaobo Zhang;Jianzhou Wang;Kequan Zhang

  314
  Citations

• A novel hybrid system based on a new proposed algorithm-Multi-Objective Whale Optimization Algorithm for wind speed forecasting

  Jianzhou Wang;Pei Du;Tong Niu;Wendong Yang

  303
  Citations

• Short-term wind speed prediction using empirical wavelet transform and Gaussian process regression

  Jianming Hu;Jianzhou Wang

  278
  Citations

• A novel hybrid model for short-term wind power forecasting

  Pei Du;Jianzhou Wang;Wendong Yang;Tong Niu

  273
  Citations

• Analysis and application of forecasting models in wind power integration: A review of multi-step-ahead wind speed forecasting models

  Jianzhou Wang;Yiliao Song;Yiliao Song;Feng Liu;Feng Liu;Ru Hou

  266
  Citations

• A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

  Jingjing Song;Jianzhou Wang;Haiyan Lu

  253
  Citations

• Wind speed probability distribution estimation and wind energy assessment

  Jianzhou Wang;Jianming Hu;Kailiang Ma

  246
  Citations

• A novel hybrid forecasting system of wind speed based on a newly developed multi-objective sine cosine algorithm

  Jianzhou Wang;Wendong Yang;Pei Du;Tong Niu

  227
  Citations

• The Study and Application of a Novel Hybrid Forecasting Model — A Case Study of Wind Speed Forecasting in China

  Jian-Zhou Wang;Yun Wang;Ping Jiang

  206
  Citations

• Can China realize its carbon emission reduction goal in 2020: From the perspective of thermal power development

  Unknown

  204
  Citations

• A novel hybrid system based on multi-objective optimization for wind speed forecasting

  Chunying Wu;Jianzhou Wang;Xuejun Chen;Pei Du

  203
  Citations

• Combined forecasting models for wind energy forecasting: A case study in China

  Ling Xiao;Jianzhou Wang;Yao Dong;Jie Wu

  198
  Citations

• Air quality early-warning system for cities in China

  Yunzhen Xu;Wendong Yang;Jianzhou Wang

  181
  Citations

• Research and application based on the swarm intelligence algorithm and artificial intelligence for wind farm decision system

  Xuejing Zhao;Chen Wang;Jinxia Su;Jianzhou Wang

  180
  Citations

• An improved grey model optimized by multi-objective ant lion optimization algorithm for annual electricity consumption forecasting

  Jianzhou Wang;Pei Du;Haiyan Lu;Wendong Yang

  171
  Citations

• Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting

  Pei Du;Jianzhou Wang;Jianzhou Wang;Zhenhai Guo;Wendong Yang

  162
  Citations

• A hybrid forecasting system based on a dual decomposition strategy and multi-objective optimization for electricity price forecasting

  Wendong Yang;Jianzhou Wang;Tong Niu;Pei Du

  156
  Citations