Research and Application of a Novel Hybrid Model Based on a Deep Neural Network for Electricity Load Forecasting: A Case Study in Australia

Short-Term Electricity Load Forecasting Model Based on EMD-GRU with Feature Selection

(2019) Xin Gao et al.   Energies

Hybrid Empirical Mode Decomposition with Support Vector Regression Model for Short Term Load Forecasting

(2019) Wei-Chiang Hong et al.   Energies

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

A New Hybrid Approach for Short-Term Electric Load Forecasting Applying Support Vector Machine with Ensemble Empirical Mode Decomposition and Whale Optimization

(2019) Liu et al.   Energies

Coal production and consumption analysis, and forecasting of related carbon emission: evidence from China

(2019) Ping Jiang et al.   Carbon Management

Short term load forecasting based on phase space reconstruction algorithm and bi-square kernel regression model

(2018) Guo-Feng Fan et al.   APPLIED ENERGY

Model forecasting based on two-stage feature selection procedure using orthogonal greedy algorithm

(2018) He Jiang   APPLIED SOFT COMPUTING

Multiobjective evolutionary optimization of traffic flow and pollution in Montevideo, Uruguay

(2018) Matias Péres et al.   APPLIED SOFT COMPUTING

A Hybrid Seasonal Mechanism with a Chaotic Cuckoo Search Algorithm with a Support Vector Regression Model for Electric Load Forecasting

(2018) Yongquan Dong et al.   Energies

Short term electricity load forecasting using a hybrid model

(2018) Jinliang Zhang et al.   ENERGY

A regional hybrid GOA-SVM model based on similar day approach for short-term load forecasting in Assam, India

(2018) Mayur Barman et al.   ENERGY

Research and application of a hybrid forecasting framework based on multi-objective optimization for electrical power system

(2018) Jianzhou Wang et al.   ENERGY

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

Short-run electricity load forecasting with combinations of stationary wavelet transforms

(2018) Marie Bessec et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Deep learning with long short-term memory networks for financial market predictions

(2018) Thomas Fischer et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

The early-warning system based on hybrid optimization algorithm and fuzzy synthetic evaluation model

(2018) Ranran Li et al.   INFORMATION SCIENCES

Sparse estimation based on square root nonconvex optimization in high-dimensional data

(2018) He Jiang   NEUROCOMPUTING

A combination forecasting approach applied in multistep wind speed forecasting based on a data processing strategy and an optimized artificial intelligence algorithm

(2018) Zhongshan Yang et al.   APPLIED ENERGY

Application of a novel early warning system based on fuzzy time series in urban air quality forecasting in China

(2018) Jianzhou Wang et al.   APPLIED SOFT COMPUTING

Hybridizing Chaotic and Quantum Mechanisms and Fruit Fly Optimization Algorithm with Least Squares Support Vector Regression Model in Electric Load Forecasting

(2018) Ming-Wei Li et al.   Energies

A combination model with variable weight optimization for short-term electrical load forecasting

(2018) Wei-Qin Li et al.   ENERGY

A Short-Term Wind Speed Forecasting Model by Using Artificial Neural Networks with Stochastic Optimization for Renewable Energy Systems

(2018) Chiou-Jye Huang et al.   Energies

Research and application based on the swarm intelligence algorithm and artificial intelligence for wind farm decision system

(2018) Xuejing Zhao et al.   RENEWABLE ENERGY

Hybrid Chaotic Quantum Bat Algorithm with SVR in Electric Load Forecasting

(2017) Ming-Wei Li et al.   Energies

A Novel Hybrid Model Based on Extreme Learning Machine, k-Nearest Neighbor Regression and Wavelet Denoising Applied to Short-Term Electric Load Forecasting

(2017) 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

Medical image analysis using wavelet transform and deep belief networks

(2017) Amin Khatami et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of the NSGA-II algorithm to a multi-period inventory-redundancy allocation problem in a series-parallel system

(2017) Najmeh Alikar et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

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

(2016) Song Li et al.   APPLIED ENERGY

Pattern-based local linear regression models for short-term load forecasting

(2016) Grzegorz Dudek   ELECTRIC POWER SYSTEMS RESEARCH

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

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

Daily peak electricity demand forecasting based on an adaptive hybrid two-stage methodology

(2016) Abderrezak Laouafi et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Forecasting electricity load with advanced wavelet neural networks

(2016) Mashud Rana et al.   NEUROCOMPUTING

Short-term load forecasting by wavelet transform and evolutionary extreme learning machine

(2015) Song Li et al.   ELECTRIC POWER SYSTEMS RESEARCH

A hybrid short-term load forecasting with a new data preprocessing framework

(2015) M. Ghayekhloo et al.   ELECTRIC POWER SYSTEMS RESEARCH

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

(2015) Liye Xiao et al.   ENERGY

Grey Wolf Optimizer

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

A new hybrid Modified Firefly Algorithm and Support Vector Regression model for accurate Short Term Load Forecasting

(2014) Abdollah Kavousi-Fard et al.   EXPERT SYSTEMS WITH APPLICATIONS

Optimization of micro-grid system using MOPSO

(2014) Hanieh Borhanazad et al.   RENEWABLE ENERGY

Using multi-output feedforward neural network with empirical mode decomposition based signal filtering for electricity demand forecasting

(2012) Ning An et al.   ENERGY

Data analysis and short term load forecasting in Iran electricity market using singular spectral analysis (SSA)

(2011) K. Afshar et al.   ENERGY

A research on short term load forecasting problem applying improved grey dynamic model

(2011) Guo-Dong Li et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A new ARMAX model based on evolutionary algorithm and particle swarm optimization for short-term load forecasting

(2008) Bo Wang et al.   ELECTRIC POWER SYSTEMS RESEARCH

Bayesian neural network approach to short time load forecasting

(2007) Philippe Lauret et al.   ENERGY CONVERSION AND MANAGEMENT

Using adaptive network based fuzzy inference system to forecast regional electricity loads

(2007) Li-Chih Ying et al.   ENERGY CONVERSION AND MANAGEMENT