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

A hybrid model based on modified multi-objective cuckoo search algorithm for short-term load forecasting

(2019) Zhuochun Wu et al.   APPLIED ENERGY

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

Short-term load forecasting by using a combined method of convolutional neural networks and fuzzy time series

(2019) Hossein Javedani Sadaei et al.   ENERGY

A hybrid method based on neural network and improved environmental adaptation method using Controlled Gaussian Mutation with real parameter for short-term load forecasting

(2019) Priyanka Singh et al.   ENERGY

A novel combined model based on hybrid optimization algorithm for electrical load forecasting

(2019) Rui Wang et al.   APPLIED SOFT COMPUTING

A novel hybrid model based on neural network and multi-objective optimization for effective load forecast

(2019) Priyanka Singh et al.   ENERGY

Residential load forecasting using wavelet and collaborative representation transforms

(2019) Maryam Imani et al.   APPLIED ENERGY

Neural network model for short-term and very-short-term load forecasting in district buildings

(2019) Hanane Dagdougui et al.   ENERGY AND BUILDINGS

Optimum control strategies for short term load forecasting in smart grids

(2019) Mansoor Ali et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

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

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

Research and Application of Hybrid Forecasting Model Based on an Optimal Feature Selection System—A Case Study on Electrical Load Forecasting

(2017) Yunxuan Dong et al.   Energies

Research and application of a combined model based on multi-objective optimization for multi-step ahead wind speed forecasting

(2017) Jianzhou Wang et al.   ENERGY

Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting

(2017) Pei Du et al.   ENERGY CONVERSION AND MANAGEMENT

Incorporation of Solvent Effect into Multi-Objective Evolutionary Algorithm for Improved Protein Structure Prediction

(2017) Shangce Gao et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Research and application of a hybrid model based on multi-objective optimization for electrical load forecasting

(2016) Liye Xiao et al.   APPLIED ENERGY

An ensemble approach for short-term load forecasting by extreme learning machine

(2016) Song Li et al.   APPLIED ENERGY

A combined model based on multiple seasonal patterns and modified firefly algorithm for electrical load forecasting

(2016) Liye Xiao et al.   APPLIED ENERGY

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

A novel model: Dynamic choice artificial neural network (DCANN) for an electricity price forecasting system

(2016) Jianzhou Wang et al.   APPLIED SOFT COMPUTING

Research and Application of a Hybrid Forecasting Model Based on Data Decomposition for Electrical Load Forecasting

(2016) Yuqi Dong et al.   Energies

An optimized grey model for annual power load forecasting

(2016) Huiru Zhao et al.   ENERGY

Using the ensemble Kalman filter for electricity load forecasting and analysis

(2016) Hisashi Takeda et al.   ENERGY

Forecasting the natural gas demand in China using a self-adapting intelligent grey model

(2016) Bo Zeng et al.   ENERGY

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

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

Random vector functional link network for short-term electricity load demand forecasting

(2016) Ye Ren et al.   INFORMATION SCIENCES

A combined model based on data pre-analysis and weight coefficients optimization for electrical load forecasting

(2015) Liye Xiao et al.   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

Combined forecasting models for wind energy forecasting: A case study in China

(2015) Ling Xiao et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

(2015) Osamah Basheer Shukur et al.   RENEWABLE ENERGY

Grey Wolf Optimizer

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

Can China realize its carbon emission reduction goal in 2020: From the perspective of thermal power development

(2014) Liwei Liu et al.   APPLIED ENERGY

A short-term load forecasting model of natural gas based on optimized genetic algorithm and improved BP neural network

(2014) Feng Yu et al.   APPLIED ENERGY

Monitoring of wind farms’ power curves using machine learning techniques

(2012) Antonino Marvuglia et al.   APPLIED ENERGY

A Cooperative Ant Colony Optimization-Genetic Algorithm approach for construction of energy demand forecasting knowledge-based expert systems

(2012) Arash Ghanbari et al.   KNOWLEDGE-BASED SYSTEMS

A hybrid annual power load forecasting model based on generalized regression neural network with fruit fly optimization algorithm

(2012) Hong-ze Li et al.   KNOWLEDGE-BASED SYSTEMS

Toward Automatic Time-Series Forecasting Using Neural Networks

(2012) Weizhong Yan   IEEE Transactions on Neural Networks and Learning Systems

Short-term load forecasting using bayesian neural networks learned by Hybrid Monte Carlo algorithm

(2011) Dong-xiao Niu et al.   APPLIED SOFT COMPUTING

A case study on a hybrid wind speed forecasting method using BP neural network

(2011) Zhen-hai Guo et al.   KNOWLEDGE-BASED SYSTEMS

Modeling and prediction of Turkey’s electricity consumption using Support Vector Regression

(2010) Kadir Kavaklioglu   APPLIED ENERGY

Short-term electricity demand and gas price forecasts using wavelet transforms and adaptive models

(2010) Hang T. Nguyen et al.   ENERGY

Turkey’s short-term gross annual electricity demand forecast by fuzzy logic approach

(2010) Serhat Kucukali et al.   ENERGY POLICY

QSAR study of anthranilic acid sulfonamides as inhibitors of methionine aminopeptidase-2 using LS-SVM and GRNN based on principal components

(2010) Mohsen Shahlaei et al.   EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY

Semi-supervised classification of facial expression using a mixture of multivariate t distributions

(2010) Haixian Wang   EXPERT SYSTEMS

Short-term load forecasting using lifting scheme and ARIMA models

(2010) Cheng-Ming Lee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Monthly electricity demand forecasting based on a weighted evolving fuzzy neural network approach

(2010) Pei-Chann Chang et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A trend fixed on firstly and seasonal adjustment model combined with the ε-SVR for short-term forecasting of electricity demand

(2009) Jianzhou Wang et al.   ENERGY POLICY

A simulated-based neural network algorithm for forecasting electrical energy consumption in Iran

(2008) A. Azadeh et al.   ENERGY POLICY