Electrical load-temperature CNN for residential load forecasting

Empirical Mode Decomposition based Multi-objective Deep Belief Network for short-term power load forecasting

(2020) Chaodong Fan et al.   NEUROCOMPUTING

A novel ensemble method for hourly residential electricity consumption forecasting by imaging time series

(2020) Guoqiang Zhang et al.   ENERGY

Ultra-Short-Term Industrial Power Demand Forecasting Using LSTM Based Hybrid Ensemble Learning

(2020) Mao Tan et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Residential load forecasting using wavelet and collaborative representation transforms

(2019) Maryam Imani et al.   APPLIED ENERGY

Residential Power Forecasting Using Load Identification and Graph Spectral Clustering

(2019) Chinthaka Dinesh et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Short-term electricity demand forecasting with MARS, SVR and ARIMA models using aggregated demand data in Queensland, Australia

(2018) Mohanad S. Al-Musaylh et al.   ADVANCED ENGINEERING INFORMATICS

Residential probabilistic load forecasting: A method using Gaussian process designed for electric load data

(2018) Mahmoud Shepero et al.   APPLIED ENERGY

Parallel and reliable probabilistic load forecasting via quantile regression forest and quantile determination

(2018) Wenjie Zhang et al.   ENERGY

Short-Term Residential Load Forecasting Based on Resident Behaviour Learning

(2018) Weicong Kong et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Short-term Load Forecasting with Deep Residual Networks

(2018) Kunjin Chen et al.   IEEE Transactions on Smart Grid

A Practical Pricing Approach to Smart Grid Demand Response Based on Load Classification

(2018) Hongming Yang et al.   IEEE Transactions on Smart Grid

Subsampled support vector regression ensemble for short term electric load forecasting

(2018) Yanying Li et al.   ENERGY

Causal Markov Elman Network for Load Forecasting in Multi Network Systems

(2018) Lalitha Madhavi Konila Sriram et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep Learning-based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets

(2018) Jean-Francois Toubeau et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery

(2018) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A review and analysis of regression and machine learning models on commercial building electricity load forecasting

(2017) B. Yildiz et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

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

The Factors Affecting Electricity Consumption and the Consumption Characteristics in the Residential Sector—A Case Example of Taiwan

(2017) Yi-Tui Chen   Sustainability

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

Short-term residential electric load forecasting: A compressive spatio-temporal approach

(2016) Akin Tascikaraoglu et al.   ENERGY AND BUILDINGS

Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks

(2016) Zhen Zuo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A review on artificial intelligence based load demand forecasting techniques for smart grid and buildings

(2015) Muhammad Qamar Raza et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

The socio-economic, dwelling and appliance related factors affecting electricity consumption in domestic buildings

(2015) Rory V. Jones et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Using Smart Meter Data to Improve the Accuracy of Intraday Load Forecasting Considering Customer Behavior Similarities

(2015) Franklin L. Quilumba et al.   IEEE Transactions on Smart Grid

Combining Artificial Bee Colony With Ordinal Optimization for Stochastic Economic Lot Scheduling Problem

(2015) Shih-Cheng Horng   IEEE Transactions on Systems Man Cybernetics-Systems

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

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