Wind Farm NWP Data Preprocessing Method Based on t-SNE

A combined model based on data preprocessing strategy and multi-objective optimization algorithm for short-term wind speed forecasting

(2019) Xinsong Niu et al.   APPLIED ENERGY

Preprocessing of Multi-Time Instant PV Generation Data

(2018) B Rajanarayan Prusty et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Data-Driven Correction Approach to Refine Power Curve of Wind Farm Under Wind Curtailment

(2018) Yongning Zhao et al.   IEEE Transactions on Sustainable Energy

A novel wind speed forecasting system based on hybrid data preprocessing and multi-objective optimization

(2018) Chengshi Tian et al.   APPLIED ENERGY

Evaluating the economic impact of wind power development on local economies in China

(2017) Fang Xia et al.   ENERGY POLICY

A hybrid forecasting approach applied in the electrical power system based on data preprocessing, optimization and artificial intelligence algorithms

(2016) Ping Jiang et al.   APPLIED MATHEMATICAL MODELLING

Using data-driven approach for wind power prediction: A comparative study

(2016) Ehsan Taslimi Renani et al.   ENERGY CONVERSION AND MANAGEMENT

A hybrid wind power forecasting model based on data mining and wavelets analysis

(2016) R. Azimi et al.   ENERGY CONVERSION AND MANAGEMENT

Identification and Correction of Outliers in Wind Farm Time Series Power Data

(2016) Xi Ye et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A new intelligent method based on combination of VMD and ELM for short term wind power forecasting

(2016) Ali Akbar Abdoos   NEUROCOMPUTING

Hybrid Probabilistic Wind Power Forecasting Using Temporally Local Gaussian Process

(2016) Juan Yan et al.   IEEE Transactions on Sustainable Energy

Wind Energy Potential Assessment and Forecasting Research Based on the Data Pre-Processing Technique and Swarm Intelligent Optimization Algorithms

(2016) Zhilong Wang et al.   Sustainability

Machine Learning based short term wind power prediction using a hybrid learning model

(2015) Najeebullah et al.   COMPUTERS & ELECTRICAL ENGINEERING

Short-term wind power prediction based on LSSVM–GSA model

(2015) Xiaohui Yuan et al.   ENERGY CONVERSION AND MANAGEMENT

Raw Wind Data Preprocessing: A Data-Mining Approach

(2015) Le Zheng et al.   IEEE Transactions on Sustainable Energy

Optimal Prediction Intervals of Wind Power Generation

(2014) Can Wan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Short-Term Wind Power Ensemble Prediction Based on Gaussian Processes and Neural Networks

(2013) Duehee Lee et al.   IEEE Transactions on Smart Grid

An Effort to Optimize Similar Days Parameters for ANN-Based Electricity Price Forecasting

(2009) Paras Mandal et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS