Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm

A novel composite electricity demand forecasting framework by data processing and optimized support vector machine

(2020) Ping Jiang et al.   APPLIED ENERGY

A mayfly optimization algorithm

(2020) Konstantinos Zervoudakis et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A novel hybrid forecasting scheme for electricity demand time series

(2020) Ranran Li et al.   Sustainable Cities and Society

Transient search optimization: a new meta-heuristic optimization algorithm

(2020) Mohammed H. Qais et al.   APPLIED INTELLIGENCE

Design of a combined wind speed forecasting system based on decomposition-ensemble and multi-objective optimization approach

(2020) Liangqing Luo et al.   APPLIED MATHEMATICAL MODELLING

A new combined model based on multi-objective salp swarm optimization for wind speed forecasting

(2020) Zishu Cheng et al.   APPLIED SOFT COMPUTING

Dynamic differential annealed optimization: New metaheuristic optimization algorithm for engineering applications

(2020) Hazim Nasir Ghafil et al.   APPLIED SOFT COMPUTING

A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting

(2020) Pei Du et al.   APPLIED SOFT COMPUTING

A new hybrid ensemble deep reinforcement learning model for wind speed short term forecasting

(2020) Hui Liu et al.   ENERGY

Chimp optimization algorithm

(2020) M. Khishe et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel hybrid air quality early-warning system based on phase-space reconstruction and multi-objective optimization: A case study in China

(2020) Ying Wang et al.   JOURNAL OF CLEANER PRODUCTION

Negative correlation learning-based RELM ensemble model integrated with OVMD for multi-step ahead wind speed forecasting

(2020) Tian Peng et al.   RENEWABLE ENERGY

Coronavirus Optimization Algorithm: A Bioinspired Metaheuristic Based on the COVID-19 Propagation Model

(2020) F. Martínez-Álvarez et al.   Big Data

Ensemble probabilistic prediction approach for modeling uncertainty in crude oil price

(2020) Jianzhou Wang et al.   APPLIED SOFT COMPUTING

Analysis of the influence of international benchmark oil price on China’s real exchange rate forecasting

(2020) Jianzhou Wang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An intelligent hybrid model of neuro Wavelet, time series and Recurrent Kalman Filter for wind speed forecasting

(2020) Hamed H.H. Aly   Sustainable Energy Technologies and Assessments

Wind speed big data forecasting using time-variant multi-resolution ensemble model with clustering auto-encoder

(2020) Hui Liu et al.   APPLIED ENERGY

A novel hybrid model based on combined preprocessing method and advanced optimization algorithm for power load forecasting

(2020) Ying Nie et al.   APPLIED SOFT COMPUTING

Multi-step wind speed prediction by combining a WRF simulation and an error correction strategy

(2020) Weifeng Xu et al.   RENEWABLE ENERGY

Heterogeneous Domain Adaptation: An Unsupervised Approach

(2020) Feng Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

A combined forecasting system based on statistical method, artificial neural networks, and deep learning methods for short-term wind speed forecasting

(2020) Ping Jiang et al.   ENERGY

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

(2019) Aasim et al.   RENEWABLE ENERGY

Hybrid wind energy forecasting and analysis system based on divide and conquer scheme: A case study in China

(2019) Wendong Yang et al.   JOURNAL OF CLEANER PRODUCTION

Hybrid forecasting system based on an optimal model selection strategy for different wind speed forecasting problems

(2019) Qingguo Zhou et al.   APPLIED ENERGY

Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting

(2019) Ping Jiang et al.   APPLIED SOFT COMPUTING

Improving WRF model turbine-height wind-speed forecasting using a surrogate- based automatic optimization method

(2019) Zhenhua Di et al.   ATMOSPHERIC RESEARCH

A combined forecasting model for time series: Application to short-term wind speed forecasting

(2019) Zhenkun Liu et al.   APPLIED ENERGY

Point and interval forecasting for carbon price based on an improved analysis-forecast system

(2019) Chengshi Tian et al.   APPLIED MATHEMATICAL MODELLING

A novel optimization booster algorithm

(2019) S.H. Pakzad-Moghaddam et al.   COMPUTERS & INDUSTRIAL ENGINEERING

An evolution-dependent multi-objective ensemble model of vanishing moment with adversarial auto-encoder for short-term wind speed forecasting in Xinjiang wind farm, China

(2019) Zhu Duan et al.   ENERGY CONVERSION AND MANAGEMENT

A Multi-Scale Model based on the Long Short-Term Memory for day ahead hourly wind speed forecasting

(2019) Ignacio A. Araya et al.   PATTERN RECOGNITION LETTERS

A novel combined forecasting system for air pollutants concentration based on fuzzy theory and optimization of aggregation weight

(2019) Hufang Yang et al.   APPLIED SOFT COMPUTING

Computer-aided diagnosis system combining FCN and Bi-LSTM model for efficient breast cancer detection from histopathological images

(2019) Ümit Budak et al.   APPLIED SOFT COMPUTING

An innovative hybrid model based on outlier detection and correction algorithm and heuristic intelligent optimization algorithm for daily air quality index forecasting

(2019) Jianzhou Wang et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Wind speed forecasting models based on data decomposition, feature selection and group method of data handling network

(2019) Hui Liu et al.   MEASUREMENT

Tackling global optimization problems with a novel algorithm – Mouth Brooding Fish algorithm

(2018) Ehsan Jahani et al.   APPLIED SOFT COMPUTING

A novel hybrid forecasting system of wind speed based on a newly developed multi-objective sine cosine algorithm

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

Big multi-step wind speed forecasting model based on secondary decomposition, ensemble method and error correction algorithm

(2018) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Web spam classification method based on deep belief networks

(2018) Yuancheng Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Wind speed forecasting approach based on Singular Spectrum Analysis and Adaptive Neuro Fuzzy Inference System

(2018) Sinvaldo Rodrigues Moreno et al.   RENEWABLE ENERGY

An experimental investigation of three new hybrid wind speed forecasting models using multi-decomposing strategy and ELM algorithm

(2018) Hui Liu et al.   RENEWABLE ENERGY

Multi-step ahead forecasting in electrical power system using a hybrid forecasting system

(2018) Pei Du et al.   RENEWABLE ENERGY

Deep belief network based k-means cluster approach for short-term wind power forecasting

(2018) Kejun Wang et al.   ENERGY

A novel combined model based on echo state network for multi-step ahead wind speed forecasting: A case study of NREL

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

A novel multi-objective optimization algorithm based on Lightning Attachment Procedure Optimization algorithm

(2018) A. Foroughi Nematollahi et al.   APPLIED SOFT COMPUTING

Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization

(2016) Seyedali Mirjalili et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

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

Dragonfly algorithm: a new meta-heuristic optimization technique for solving single-objective, discrete, and multi-objective problems

(2015) Seyedali Mirjalili   NEURAL COMPUTING & APPLICATIONS

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Optimal parameters selection for BP neural network based on particle swarm optimization: A case study of wind speed forecasting

(2013) Chao Ren et al.   KNOWLEDGE-BASED SYSTEMS

Verification of the MM5 model using radiosonde data from Madrid–Barajas Airport

(2012) R. Posada et al.   ATMOSPHERIC RESEARCH

Improvements in wind speed forecasts for wind power prediction purposes using Kalman filtering

(2008) P. Louka et al.   JOURNAL OF WIND ENGINEERING AND INDUSTRIAL AERODYNAMICS