Zhongda Tian

Short-term wind speed prediction based on LMD and improved FA optimized combined kernel function LSSVM

Zhongda Tian · Engineering Applications of Artificial Intelligence · 2020 · 176 citations

Engineering, Machine Learning, Data Science +6

A novel decomposition-ensemble prediction model for ultra-short-term wind speed

Zhongda Tian, Hao Chen · Energy Conversion and Management · 2021 · 117 citations

Meteorology, Numerical Weather Prediction, Engineering +4

A prediction approach using ensemble empirical mode decomposition‐permutation entropy and regularized extreme learning machine for short‐term wind speed

Zhongda Tian, Shujiang Li, Yanhong Wang · Wind Energy · 2019 · 102 citations · Full text

Search Optimization, Engineering, Machine Learning +17

Using the curve moment and the PSO-SVM method to diagnose downhole conditions of a sucker rod pumping unit

Kun Li, Xianwen Gao, Zhongda Tian et al. · Petroleum Science · 2013 · 99 citations · Full text

Engineering, Sucker Rod, Civil Engineering +3

Multi-step short-term wind speed prediction based on integrated multi-model fusion

Zhongda Tian, Hao Chen · Applied Energy · 2021 · 94 citations

Meteorology, Numerical Weather Prediction, Engineering +9