Short-term offshore wind speed forecast by seasonal ARIMA - A comparison against GRU and LSTM

Assessment of Wind Turbine Aero-Hydro-Servo-Elastic Modelling on the Effects of Mooring Line Tension via Deep Learning

(2020) Zi Lin et al.   Energies

A Critical Review of Wind Power Forecasting Methods—Past, Present and Future

(2020) Shahram Hanifi et al.   Energies

Wind power forecasting of an offshore wind turbine based on high-frequency SCADA data and deep learning neural network

(2020) Zi Lin et al.   ENERGY

Wind power prediction based on high-frequency SCADA data along with isolation forest and deep learning neural networks

(2020) Zi Lin et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Wind power forecasting – A data-driven method along with gated recurrent neural network

(2020) Adam Kisvari et al.   RENEWABLE ENERGY

Dynamic Bayesian temporal modeling and forecasting of short-term wind measurements

(2020) Irene García et al.   RENEWABLE ENERGY

Repeated wavelet transform based ARIMA model for very short-term wind speed forecasting

(2019) Aasim et al.   RENEWABLE ENERGY

Multi-step short-term wind speed forecasting approach based on multi-scale dominant ingredient chaotic analysis, improved hybrid GWO-SCA optimization and ELM

(2019) Wenlong Fu et al.   ENERGY CONVERSION AND MANAGEMENT

A SARIMA-RVFL hybrid model assisted by wavelet decomposition for very short-term solar PV power generation forecast

(2019) Vishal Kushwaha et al.   RENEWABLE ENERGY

Time-series prediction of wind speed using machine learning algorithms: A case study Osorio wind farm, Brazil

(2018) A. Khosravi et al.   APPLIED ENERGY

A hybrid model based on synchronous optimisation for multi-step short-term wind speed forecasting

(2018) Chaoshun Li et al.   APPLIED ENERGY

Wind speed forecasting using nonlinear-learning ensemble of deep learning time series prediction and extremal optimization

(2018) Jie Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind speed prediction using an extreme learning machine model with error correction

(2018) Lili Wang et al.   ENERGY CONVERSION AND MANAGEMENT

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

(2018) Yongning Zhao et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Seasonal trend analysis and ARIMA modeling of relative humidity and wind speed time series around Yamula Dam

(2018) Abdurrahman Eymen et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

Multi-layer perceptron hybrid model integrated with the firefly optimizer algorithm for windspeed prediction of target site using a limited set of neighboring reference station data

(2018) Ravinesh C. Deo et al.   RENEWABLE ENERGY

Smart wind speed forecasting approach using various boosting algorithms, big multi-step forecasting strategy

(2018) Yanfei Li et al.   RENEWABLE ENERGY

A new high-dimensional time series approach for wind speed, wind direction and air pressure forecasting

(2017) Daniel Ambach et al.   ENERGY

Short-term wind speed prediction: Hybrid of ensemble empirical mode decomposition, feature selection and error correction

(2017) Yan Jiang et al.   ENERGY CONVERSION AND MANAGEMENT

Non-parametric hybrid models for wind speed forecasting

(2017) Qinkai Han et al.   ENERGY CONVERSION AND MANAGEMENT

An improved Wavelet Transform using Singular Spectrum Analysis for wind speed forecasting based on Elman Neural Network

(2017) Chuanjin Yu et al.   ENERGY CONVERSION AND MANAGEMENT

Comparative study on three new hybrid models using Elman Neural Network and Empirical Mode Decomposition based technologies improved by Singular Spectrum Analysis for hour-ahead wind speed forecasting

(2017) Chuanjin Yu et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind speed and wind power prediction using hybrid empirical mode decomposition and kernel ridge regression

(2017) Jyotirmayee Naik et al.   APPLIED SOFT COMPUTING

Evaluation of a multiple linear regression model and SARIMA model in forecasting heat demand for district heating system

(2016) Tingting Fang et al.   APPLIED ENERGY

A Gaussian process regression based hybrid approach for short-term wind speed prediction

(2016) Chi Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Wind speed forecasting based on wavelet packet decomposition and artificial neural networks trained by crisscross optimization algorithm

(2016) Anbo Meng et al.   ENERGY CONVERSION AND MANAGEMENT

Linear and non-linear autoregressive models for short-term wind speed forecasting

(2016) M. Lydia et al.   ENERGY CONVERSION AND MANAGEMENT

Wind speed forecasting using FEEMD echo state networks with RELM in Hebei, China

(2016) Wei Sun et al.   ENERGY CONVERSION AND MANAGEMENT

Time series prediction using artificial wavelet neural network and multi-resolution analysis: Application to wind speed data

(2016) Boubacar Doucoure et al.   RENEWABLE ENERGY

A multiobjective framework for wind speed prediction interval forecasts

(2016) Nitin Anand Shrivastava et al.   RENEWABLE ENERGY

Wind speed forecasting for wind farms: A method based on support vector regression

(2016) G. Santamaría-Bonfil et al.   RENEWABLE ENERGY

Wind speed forecasting approach using secondary decomposition algorithm and Elman neural networks

(2015) Hui Liu et al.   APPLIED ENERGY

A robust combination approach for short-term wind speed forecasting and analysis – Combination of the ARIMA (Autoregressive Integrated Moving Average), ELM (Extreme Learning Machine), SVM (Support Vector Machine) and LSSVM (Least Square SVM) forecasts using a GPR (Gaussian Process Regression) model

(2015) Jianzhou Wang et al.   ENERGY

A hybrid technique for short-term wind speed prediction

(2015) Jianming Hu et al.   ENERGY

Wind speed prediction using the hybrid model of wavelet decomposition and artificial bee colony algorithm-based relevance vector machine

(2015) Sheng-wei Fei et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Wind speed prediction in the mountainous region of India using an artificial neural network model

(2015) P. Ramasamy et al.   RENEWABLE ENERGY

Daily wind speed forecasting through hybrid KF-ANN model based on ARIMA

(2015) Osamah Basheer Shukur et al.   RENEWABLE ENERGY

Local models-based regression trees for very short-term wind speed prediction

(2015) A. Troncoso et al.   RENEWABLE ENERGY

Predictive model for assessing and optimizing solar still performance using artificial neural network under hyper arid environment

(2015) Ahmed F. Mashaly et al.   SOLAR ENERGY

Scheimpflug Corneal Power Measurements for Intraocular Lens Power Calculation in Cataract Surgery

(2013) Elie Saad et al.   AMERICAN JOURNAL OF OPHTHALMOLOGY

Wind Power Forecasts Using Gaussian Processes and Numerical Weather Prediction

(2013) Niya Chen et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

A corrected hybrid approach for wind speed prediction in Hexi Corridor of China

(2011) Zhenhai Guo et al.   ENERGY

Wind speed forecasting in three different regions of Mexico, using a hybrid ARIMA–ANN model

(2010) Erasmo Cadenas et al.   RENEWABLE ENERGY

Day-ahead wind speed forecasting using f-ARIMA models

(2008) Rajesh G. Kavasseri et al.   RENEWABLE ENERGY