Zhihao Shang

A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL

Yanhua Chen, Zhaoshuang He, Zhihao Shang et al. · Energy Conversion and Management · 2018 · 85 citations

Speed Forecasting, Forecasting Methodology, Echo State Network +8

Short-term wind speed forecasting system based on multivariate time series and multi-objective optimization

Zhihao Shang, Zhaoshuang He, Yao Chen et al. · Energy · 2021 · 62 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +9

A novel wind speed forecasting model based on moving window and multi-objective particle swarm optimization algorithm

Zhaoshuang He, Yanhua Chen, Zhihao Shang et al. · Applied Mathematical Modelling · 2019 · 61 citations

Engineering, Aerospace Engineering, Aerodynamics +3

Decomposition-based wind speed forecasting model using causal convolutional network and attention mechanism

Zhihao Shang, Yao Chen · Expert Systems with Applications · 2023 · 60 citations

Forecasting Methodology, Engineering, Wind Power Generation +9

Performance Prediction for the Apache Kafka Messaging System

Han Wu, Zhihao Shang, Katinka Wolter · 2019 · 46 citations

Cluster Computing, Engineering, Edge Computing +15