A Deep Neural Network Model for Short-Term Load Forecast Based on Long Short-Term Memory Network and Convolutional Neural Network

Integration of new evolutionary approach with artificial neural network for solving short term load forecast problem

(2018) Priyanka Singh et al.   APPLIED ENERGY

Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †

(2018) Salah Bouktif et al.   Energies

Short-Term Load Forecasting with Multi-Source Data Using Gated Recurrent Unit Neural Networks

(2018) Yixing Wang et al.   Energies

A High Precision Artificial Neural Networks Model for Short-Term Energy Load Forecasting

(2018) Ping-Huan Kuo et al.   Energies

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

Recurrent Neural Networks for Multivariate Time Series with Missing Values

(2018) Zhengping Che et al.   Scientific Reports

Short-Term Load Forecasting of Natural Gas with Deep Neural Network Regression †

(2018) Gregory Merkel et al.   Energies

Demand Response Management in Smart Grid Networks: a Two-Stage Game-Theoretic Learning-Based Approach

(2018) Pavlos Athanasios Apostolopoulos et al.   MOBILE NETWORKS & APPLICATIONS

Short-Term Load Forecasting Using EMD-LSTM Neural Networks with a Xgboost Algorithm for Feature Importance Evaluation

(2017) Huiting Zheng et al.   Energies

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

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

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

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

Forecasting electricity load by a novel recurrent extreme learning machines approach

(2016) Ömer Faruk Ertugrul   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Short-term load forecasting using fuzzy logic and ANFIS

(2015) Hasan Hüseyin Çevik et al.   NEURAL COMPUTING & APPLICATIONS

Demand Response Management With Multiple Utility Companies: A Two-Level Game Approach

(2014) Bo Chai et al.   IEEE Transactions on Smart Grid

Short-term load forecasting using lifting scheme and ARIMA models

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

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

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