Forecasting household electric appliances consumption and peak demand based on hybrid machine learning approach

Smart Load Node for Nonsmart Load Under Smart Grid Paradigm: A New Home Energy Management System

(2019) Shashank Singh et al.   IEEE Consumer Electronics Magazine

A Smart Forecasting Approach to District Energy Management

(2017) Baris Yuce et al.   Energies

Household monthly electricity consumption pattern mining: A fuzzy clustering-based model and a case study

(2017) Kaile Zhou et al.   JOURNAL OF CLEANER PRODUCTION

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

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

Applied machine learning: Forecasting heat load in district heating system

(2016) Samuel Idowu et al.   ENERGY AND BUILDINGS

A review of residential demand response of smart grid

(2016) Haider Tarish Haider et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

An Algorithm for Intelligent Home Energy Management and Demand Response Analysis

(2012) Manisa Pipattanasomporn et al.   IEEE Transactions on Smart Grid

Demand side management—A simulation of household behavior under variable prices

(2011) Sebastian Gottwalt et al.   ENERGY POLICY

A simple and fast algorithm for K-medoids clustering

(2008) Hae-Sang Park et al.   EXPERT SYSTEMS WITH APPLICATIONS