Review of meta-heuristic algorithms for wind power prediction: Methodologies, applications and challenges

Peng Lu, Lin Ye, Yongning Zhao, +3

Applied Energy

Meta-heuristic AlgorithmsEngineeringWind Power GenerationData ScienceEnergy Management +6

A combined model for short-term wind power forecasting based on the analysis of numerical weather prediction data

Boyu He, Lin Ye, Ming Pei, +4

Energy Reports

Short-term wind power forecasting based on meteorological feature extraction and optimization strategy

Peng Lu, Lin Ye, Ming Pei, +3

Renewable Energy

MeteorologyOptimization StrategyEngineeringWind Power GenerationEnergy Forecasting +6

A Spatiotemporal Directed Graph Convolution Network for Ultra-Short-Term Wind Power Prediction

Zhuo Li, Lin Ye, Yongning Zhao, +4

IEEE Transactions on Sustainable Energy

Graph Representation LearningMachine LearningEngineeringNetwork AnalysisGraph Signal Processing +15

An ensemble method for short-term wind power prediction considering error correction strategy

Lin Ye, Binhua Dai, Zhuo Li, +3

Applied Energy

EngineeringWind Power GenerationData SciencePredictive AnalyticsError Correction Strategy +7

Combined Approach for Short-Term Wind Power Forecasting Based on Wave Division and Seq2Seq Model Using Deep Learning

Lin Ye, Binhua Dai, Ming Pei, +4

IEEE Transactions on Industry Applications

Search OptimizationForecasting MethodologyEngineeringMachine LearningWave-oriented Forecasting +16

Feature extraction of meteorological factors for wind power prediction based on variable weight combined method

Peng Lu, Lin Ye, Yongning Zhao, +3

Renewable Energy

MeteorologyEngineeringWind Power GenerationWind Turbine BladesEnergy Forecasting +7

A novel integrated method for short-term wind power forecasting based on fluctuation clustering and history matching

Lin Ye, Yilin Li, Ming Pei, +3

Applied Energy

MeteorologyFluctuation ClusteringForecasting MethodologyEngineeringWind Power Generation +9

Short-term regional wind power forecasting based on spatial–temporal correlation and dynamic clustering model

Ming Pei, Lin Ye, Yilin Li, +4

Energy Reports

Heterogeneous Spatiotemporal Graph Convolution Network for Multi-Modal Wind-PV Power Collaborative Prediction

Z. H. Li, Lin Ye, Xuri Song, +5

IEEE Transactions on Power Systems