Yuansheng Qian

A novel wind power forecasting system integrating time series refining, nonlinear multi-objective optimized deep learning and linear error correction

Jianzhou Wang, Yuansheng Qian, Linyue Zhang et al. · Energy Conversion and Management · 2023 · 76 citations

Engineering, Wind Power Generation, Data Science +10

Point and interval wind speed forecasting of multivariate time series based on dual-layer LSTM

Haipeng Zhang, Jianzhou Wang, Yuansheng Qian et al. · Energy · 2024 · 38 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +7

Ultra-short-term wind power forecasting jointly driven by anomaly detection, clustering and graph convolutional recurrent neural networks

Jianzhou Wang, Menggang Kou, Runze Li et al. · Advanced Engineering Informatics · 2025 · 24 citations

Anomaly Detection, Machine Learning, Data Science +8

An integrated system to significant wave height prediction: Combining feature engineering, multi-criteria decision making, and hybrid kernel density estimation

Kang Wang, Yanru Liu, Qianyi Xing et al. · Expert Systems with Applications · 2023 · 16 citations

Engineering, Data Science, Pattern Recognition +11

Research of a combination system based on fuzzy sets and multi-objective marine predator algorithm for point and interval prediction of wind speed

Yuansheng Qian, Jianzhou Wang, Haipeng Zhang et al. · Environmental Science and Pollution Research · 2022 · 12 citations

Fuzzy Multi-criteria Decision-making, Fuzzy Logic, Engineering +11