Zheng Qian

Wind Power Forecasts Using Gaussian Processes and Numerical Weather Prediction

Niya Chen, Zheng Qian, Ian T. Nabney et al. · IEEE Transactions on Power Systems · 2013 · 441 citations

Engineering, Weather Forecasting, Probabilistic Wave Modelling +18

Day-ahead hourly photovoltaic power forecasting using attention-based CNN-LSTM neural network embedded with multiple relevant and target variables prediction pattern

Jiaqi Qu, Zheng Qian, Yan Pei · Energy · 2021 · 285 citations

Electrical Engineering, Engineering, Solar Power +11

Effects of carboxymethyl chitosan on the gelling properties, microstructure, and molecular forces of Pleurotus eryngii protein gels

Zheng Qian, Sizhe Dong, Lei Zhong et al. · Food Hydrocolloids · 2023 · 102 citations

Biopolymer Gel, Engineering, Polymer Science +8

Wind Turbine Pitch System Condition Monitoring and Fault Detection Based on Optimized Relevance Vector Machine Regression

Lu Wei, Zheng Qian, Hamidreza Zareipour · IEEE Transactions on Sustainable Energy · 2019 · 78 citations

Fault Diagnosis, Engineering, Diagnosis +16

An Off-Policy Trust Region Policy Optimization Method With Monotonic Improvement Guarantee for Deep Reinforcement Learning

Wenjia Meng, Zheng Qian, Yue Shi et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 56 citations

Artificial Intelligence, Model Optimization, Engineering +13