Multilayer perceptron for short-term load forecasting: from global to local approach

Probabilistic Load Forecasting using an Improved Wavelet Neural Network Trained by Generalized Extreme Learning Machine

(2018) Mehdi Rafiei et al.   IEEE Transactions on Smart Grid

Hybrid method for short-term photovoltaic power forecasting based on deep convolutional neural network

(2018) Haixiang Zang et al.   IET Generation Transmission & Distribution

Artificial Immune System With Local Feature Selection for Short-Term Load Forecasting

(2017) Grzegorz Dudek   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Short-Term Electricity Price Forecasting With Stacked Denoising Autoencoders

(2017) Long Wang et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Deep Learning for Household Load Forecasting – A Novel Pooling Deep RNN

(2017) Heng Shi et al.   IEEE Transactions on Smart Grid

Short-Term Residential Load Forecasting based on LSTM Recurrent Neural Network

(2017) Weicong Kong et al.   IEEE Transactions on Smart Grid

Short-Term Load-Forecasting Method Based on Wavelet Decomposition With Second-Order Gray Neural Network Model Combined With ADF Test

(2017) Bowen Li et al.   IEEE Access

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

(2016) Grzegorz Dudek   ELECTRIC POWER SYSTEMS RESEARCH

Neural Network-Based Model Design for Short-Term Load Forecast in Distribution Systems

(2016) Ni Ding et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

An Efficient Approach to Short-Term Load Forecasting at the Distribution Level

(2016) Xiaorong Sun et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Neural networks for pattern-based short-term load forecasting: A comparative study

(2016) Grzegorz Dudek   NEUROCOMPUTING

Pattern similarity-based methods for short-term load forecasting – Part 2: Models

(2015) Grzegorz Dudek   APPLIED SOFT COMPUTING

Pattern similarity-based methods for short-term load forecasting – Part 1: Principles

(2015) Grzegorz Dudek   APPLIED SOFT COMPUTING

A Novel RBF Training Algorithm for Short-Term Electric Load Forecasting and Comparative Studies

(2015) Carlo Cecati et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Artificial neural networks for short-term load forecasting in microgrids environment

(2014) Luis Hernández et al.   ENERGY

A spiking neural network (SNN) forecast engine for short-term electrical load forecasting

(2013) Santosh Kulkarni et al.   APPLIED SOFT COMPUTING

Short-term electric load and temperature forecasting using wavelet echo state networks with neural reconstruction

(2013) Ali Deihimi et al.   ENERGY

Multiregion Short-Term Load Forecasting in Consideration of HI and Load/Weather Diversity

(2010) Wen-Chen Chu et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Load Forecasting Using Hybrid Models

(2010) Madasu Hanmandlu et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Short-Term Load Forecasting Using Comprehensive Combination Based on Multimeteorological Information

(2009) Shu Fan et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

Short-Term Load Forecasting: Similar Day-Based Wavelet Neural Networks

(2009) Ying Chen et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Short-term load forecasting of power systems by combination of wavelet transform and neuro-evolutionary algorithm

(2008) N AMJADY et al.   ENERGY