Using enhanced crow search algorithm optimization-extreme learning machine model to forecast short-term wind power

An Improved Elephant Herding Optimization using Sine-Cosine Mechanism and Opposition based Learning for Global Optimization Problems

(2021) Hariharan Muthusamy et al.   EXPERT SYSTEMS WITH APPLICATIONS

Big Data Analytics for Default Prediction using Graph Theory

(2021) Mustafa Yıldırım et al.   EXPERT SYSTEMS WITH APPLICATIONS

A stock selection algorithm hybridizing grey wolf optimizer and support vector regression

(2021) Meng Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Medium-term wind power forecasting based on multi-resolution multi-learner ensemble and adaptive model selection

(2020) Chao Chen et al.   ENERGY CONVERSION AND MANAGEMENT

A comprehensive survey of Crow Search Algorithm and its applications

(2020) Yassine Meraihi et al.   ARTIFICIAL INTELLIGENCE REVIEW

Wind power prediction using a novel model on wavelet decomposition-support vector machines-improved atomic search algorithm

(2020) Ling-Ling Li et al.   JOURNAL OF CLEANER PRODUCTION

Short Term Wind Power Prediction Based on Data Regression and Enhanced Support Vector Machine

(2020) Chia-Sheng Tu et al.   Energies

Short-term wind power forecasting using the hybrid model of improved variational mode decomposition and Correntropy Long Short -term memory neural network

(2020) Jiandong Duan et al.   ENERGY

A clustering based ensemble of weighted kernelized extreme learning machine for class imbalance learning

(2020) Roshani Choudhary et al.   EXPERT SYSTEMS WITH APPLICATIONS

Short-term prediction of wind power and its ramp events based on semi-supervised generative adversarial network

(2020) Bin Zhou et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Short-term forecasting and uncertainty analysis of wind power based on long short-term memory, cloud model and non-parametric kernel density estimation

(2020) Bo Gu et al.   RENEWABLE ENERGY

Short-Term Wind Power Prediction Based on Improved Chicken Algorithm Optimization Support Vector Machine

(2019) Chao Fu et al.   Sustainability

Wind power generation: A review and a research agenda

(2019) Soraida Aguilar Vargas et al.   JOURNAL OF CLEANER PRODUCTION

Feature selection strategy based on hybrid crow search optimization algorithm integrated with chaos theory and fuzzy c-means algorithm for medical diagnosis problems

(2019) Ahmed M. Anter et al.   SOFT COMPUTING

A gated recurrent unit neural networks based wind speed error correction model for short-term wind power forecasting

(2019) Min Ding et al.   NEUROCOMPUTING

Robust short-term prediction of wind power generation under uncertainty via statistical interpretation of multiple forecasting models

(2019) Natapol Korprasertsak et al.   ENERGY

Development and applications of an intelligent crow search algorithm based on opposition based learning

(2019) Shalini Shekhawat et al.   ISA TRANSACTIONS

Application of a new information priority accumulated grey model with time power to predict short-term wind turbine capacity

(2019) Jie Xia et al.   JOURNAL OF CLEANER PRODUCTION

Regional differences study of renewable energy performance: A case of wind power in China

(2019) Fugui Dong et al.   JOURNAL OF CLEANER PRODUCTION

Prediction short-term photovoltaic power using improved chicken swarm optimizer - Extreme learning machine model

(2019) Zhi-Feng Liu et al.   JOURNAL OF CLEANER PRODUCTION

Forecasting model for wind power integrating least squares support vector machine, singular spectrum analysis, deep belief network, and locality‐sensitive hashing

(2019) Arslan Habib et al.   WIND ENERGY

A cascaded deep learning wind power prediction approach based on a two-layer of mode decomposition

(2019) Hao Yin et al.   ENERGY

A new prediction method based on VMD-PRBF-ARMA-E model considering wind speed characteristic

(2019) Yagang Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Short-term wind power forecasting based on support vector machine with improved dragonfly algorithm

(2019) Ling-Ling Li et al.   JOURNAL OF CLEANER PRODUCTION

An integrated fault diagnosis and prognosis approach for predictive maintenance of wind turbine bearing with limited samples

(2019) Jinjiang Wang et al.   RENEWABLE ENERGY

Sub-hourly forecasting of wind speed and wind energy

(2019) Aurore Dupré et al.   RENEWABLE ENERGY

Gaussian Process Regression for numerical wind speed prediction enhancement

(2019) Haoshu Cai et al.   RENEWABLE ENERGY

Renewable energies and storage in small insular systems: Potential, perspectives and a case study

(2019) Agis M. Papadopoulos   RENEWABLE ENERGY

Ultra-Short-Term Probabilistic Wind Turbine Power Forecast Based on Empirical Dynamic Modeling

(2019) Jiayi Ma et al.   IEEE Transactions on Sustainable Energy

A novel combined model based on advanced optimization algorithm for short-term wind speed forecasting

(2018) Jingjing Song et al.   APPLIED ENERGY

Improved diagnosis of Parkinson's disease using optimized crow search algorithm

(2018) Deepak Gupta et al.   COMPUTERS & ELECTRICAL ENGINEERING

Exploring the Electro-Thermal Parameters of Reliable Power Modules: Insulated Gate Bipolar Transistor Junction and Case Temperature

(2018) Bo-Ying Liu et al.   Energies

Multi-step ahead forecasting of daily global and direct solar radiation: A review and case study of Ghardaia region

(2018) Mawloud Guermoui et al.   JOURNAL OF CLEANER PRODUCTION

Short-term wind power prediction based on data mining technology and improved support vector machine method: A case study in Northwest China

(2018) Cunbin Li et al.   JOURNAL OF CLEANER PRODUCTION

Wind power prediction based on variational mode decomposition multi-frequency combinations

(2018) Gang ZHANG et al.   Journal of Modern Power Systems and Clean Energy

Cross entropy based thresholding for magnetic resonance brain images using Crow Search Algorithm

(2017) Diego Oliva et al.   EXPERT SYSTEMS WITH APPLICATIONS

One-day ahead wind speed/power prediction based on polynomial autoregressive model

(2017) Oktay Karakuş et al.   IET Renewable Power Generation

Feature selection via a novel chaotic crow search algorithm

(2017) Gehad Ismail Sayed et al.   NEURAL COMPUTING & APPLICATIONS

A novel metaheuristic method for solving constrained engineering optimization problems: Crow search algorithm

(2016) Alireza Askarzadeh   COMPUTERS & STRUCTURES

Extreme Learning Machine for Multilayer Perceptron

(2016) Jiexiong Tang et al.   IEEE Transactions on Neural Networks and Learning Systems

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

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

Seasonal Analysis and Prediction of Wind Energy Using Random Forests and ARX Model Structures

(2015) Yujie Lin et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Moth-flame optimization algorithm: A novel nature-inspired heuristic paradigm

(2015) Seyedali Mirjalili   KNOWLEDGE-BASED SYSTEMS

Short-term wind power forecasting using hybrid method based on enhanced boosting algorithm

(2015) Yu JIANG et al.   Journal of Modern Power Systems and Clean Energy

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Current status and future advances for wind speed and power forecasting

(2014) Jaesung Jung et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Sparse online warped Gaussian process for wind power probabilistic forecasting

(2013) Peng Kou et al.   APPLIED ENERGY

Wind Power Forecasts Using Gaussian Processes and Numerical Weather Prediction

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

Wind speed and wind energy forecast through Kalman filtering of Numerical Weather Prediction model output

(2012) Federico Cassola et al.   APPLIED ENERGY

Evaluation of hybrid forecasting approaches for wind speed and power generation time series

(2012) Jing Shi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Hybrid intelligent approach for short-term wind power forecasting in Portugal

(2011) J.P.S. Catalão et al.   IET Renewable Power Generation

Current methods and advances in forecasting of wind power generation

(2011) Aoife M. Foley et al.   RENEWABLE ENERGY

Extreme learning machines: a survey

(2011) Guang-Bin Huang et al.   International Journal of Machine Learning and Cybernetics

Providing all global energy with wind, water, and solar power, Part I: Technologies, energy resources, quantities and areas of infrastructure, and materials

(2010) Mark Z. Jacobson et al.   ENERGY POLICY

Performance enhancement of extreme learning machine for multi-category sparse data classification problems

(2010) S. Suresh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Short term wind speed prediction based on evolutionary support vector regression algorithms

(2010) Sancho Salcedo-Sanz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Power Utility Nontechnical Loss Analysis With Extreme Learning Machine Method

(2008) A. H. Nizar et al.   IEEE TRANSACTIONS ON POWER SYSTEMS