职  称

助理研究员

电 话

17639018049

电子邮件

zhihao.shang@zzuli.edu.cn

通信地址

郑州市高新区科学大道136号

研究方向

时间序列预测

工作简历

2020年6月——2023年6月，郑州大学，博士后

2023年7月——至今，郑州轻工业大学，教师

科研项目

基于时间序列分析的舰载机发动机故障预测技术

基于时间序列预测的舰载机人机协同故障预测技术

学术及科研成果

Shang, Zhihao; He, Zhaoshuang; Chen, Yao; Chen, Yanhua; Xu, MingLiang; ,Short-term wind speed forecasting system based on multivariate time series and multi-objective optimization,Energy,2022

Shang, Zhihao; Li, Min; Chen, Yanhua; Li, Caihong; Yang, Yi; Li, Lian; ,A novel model based on multiple input factors and variance reciprocal: application on wind speed forecasting,Soft Computing,2022

Shang, Zhihao; Wen, Quan; Chen, Yanhua; Zhou, Bing; Xu, Mingliang; ,Wind speed forecasting using attention-based causal convolutional network and wind energy conversion,Energies,2022

Shang, Zhihao; Chen, Yao; Chen, Yanhua; Guo, Zhiyu; Yang, Yi; ,Decomposition-based wind speed forecasting model using causal convolutional network and attention mechanism,Expert Systems with Applications,2023

Shang, Zhihao; Chen, Yanhua; Lai, Daokai; Li, Min; Yang, Yi; ,A novel interpretability machine learning model for wind speed forecasting based on feature and sub-model selection,Expert Systems with Applications,2024

Shang, Zhihao; Chen, Yanhua; Wen, Quan; Ruan, Xiaolong; ,Multi-step ahead wind speed forecasting approach coupling PSR, NNCT-based multi-model fusion and a new optimization algorithm,Renewable Energy,2025