Correlation-Constrained and Sparsity-Controlled Vector Autoregressive Model for Spatio-Temporal Wind Power Forecasting

Yongning Zhao, Lin Ye, Pierre Pinson, +2

IEEE Transactions on Power Systems

Hierarchical Model Predictive Control Strategy Based on Dynamic Active Power Dispatch for Wind Power Cluster Integration

Lin Ye, Cihang Zhang, Yong Tang, +6

IEEE Transactions on Power Systems

Energy ControlEngineeringWind Power GenerationSmart GridEnergy Management +13

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 novel spatio-temporal wind power forecasting framework based on multi-output support vector machine and optimization strategy

Peng Lu, Lin Ye, Wuzhi Zhong, +4

Journal of Cleaner Production

Forecasting MethodologyOptimization StrategyEngineeringSmart GridData Science +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

A New Hybrid Prediction Method of Ultra-Short-Term Wind Power Forecasting Based on EEMD-PE and LSSVM Optimized by the GSA

Peng Lu, Lin Ye, Bohao Sun, +3

Energies

Forecasting MethodologyElectrical EngineeringEngineeringGravitational Search AlgorithmSmart Grid +11

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

Ultra-short-term combined prediction approach based on kernel function switch mechanism

Peng Lu, Lin Ye, Yong Tang, +4

Renewable Energy

EngineeringMachine LearningData SciencePrediction ApproachPredictive Analytics +9