A hybrid energy management approach for home appliances using climatic forecasting

Automatic selection of fittest energy demand predictors based on cyber swarm optimization and reinforcement learning

(2018) Peng-Yeng Yin et al.   APPLIED SOFT COMPUTING

Stacking Ensemble Learning for Short-Term Electricity Consumption Forecasting

(2018) Federico Divina et al.   Energies

Random Forest based hourly building energy prediction

(2018) Zeyu Wang et al.   ENERGY AND BUILDINGS

A novel ensemble learning approach to support building energy use prediction

(2018) Zeyu Wang et al.   ENERGY AND BUILDINGS

A Hybrid clustering and classification technique for forecasting short-term energy consumption

(2018) Mehrnoosh Torabi et al.   Environmental Progress & Sustainable Energy

Neural network based optimization approach for energy demand prediction in smart grid

(2018) K. Muralitharan et al.   NEUROCOMPUTING

A review of data-driven approaches for prediction and classification of building energy consumption

(2018) Yixuan Wei et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Multi-Objective Optimization for Energy Performance Improvement of Residential Buildings: A Comparative Study

(2017) Kangji Li et al.   Energies

Optimal energy management of a small-size building via hybrid model predictive control

(2017) Albina Khakimova et al.   ENERGY AND BUILDINGS

Data driven prediction models of energy use of appliances in a low-energy house

(2017) Luis M. Candanedo et al.   ENERGY AND BUILDINGS

Intelligent heart disease prediction in cloud environment through ensembling

(2017) Nishant Gupta et al.   EXPERT SYSTEMS

Energy Demand Model for Residential Sector: A First Principles Approach

(2017) Rajesh Subbiah et al.   IEEE Transactions on Sustainable Energy

Mining Energy Consumption Behavior Patterns for Households in Smart Grid

(2017) Shailendra Singh et al.   IEEE Transactions on Emerging Topics in Computing

Electricity forecasting on the individual household level enhanced based on activity patterns

(2017) Krzysztof Gajowniczek et al.   PLoS One

Realistic Scheduling Mechanism for Smart Homes

(2016) Danish Mahmood et al.   Energies

Energy Optimization in Smart Homes Using Customer Preference and Dynamic Pricing

(2016) Muhammad Rasheed et al.   Energies

Prediction of residential building energy consumption: A neural network approach

(2016) M.A. Rafe Biswas et al.   ENERGY

A hybrid model approach for forecasting future residential electricity consumption

(2016) Bing Dong et al.   ENERGY AND BUILDINGS

Electricity, water, and natural gas consumption of a residential house in Canada from 2012 to 2014

(2016) Stephen Makonin et al.   Scientific Data

Operational optimization and demand response of hybrid renewable energy systems

(2015) Xiaonan Wang et al.   APPLIED ENERGY

User activity recognition for energy saving in smart homes

(2015) Pietro Cottone et al.   Pervasive and Mobile Computing

Spatial regression analysis of domestic energy in urban areas

(2014) Wei Tian et al.   ENERGY

Long-term electrical energy consumption forecasting for developing and developed economies based on different optimized models and historical data types

(2014) F.J. Ardakani et al.   ENERGY

Optimisation of energy management in commercial buildings with weather forecasting inputs: A review

(2014) Dimitris Lazos et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review on applications of ANN and SVM for building electrical energy consumption forecasting

(2014) A.S. Ahmad et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

An optimal approach for electrical management problem in dwellings

(2011) Duy Long Ha et al.   ENERGY AND BUILDINGS

A hybrid decision support system for sustainable office building renovation and energy performance improvement

(2009) Yi-Kai Juan et al.   ENERGY AND BUILDINGS

Modeling of end-use energy consumption in the residential sector: A review of modeling techniques

(2009) Lukas G. Swan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Assessing the response of area burned to changing climate in western boreal North America using a Multivariate Adaptive Regression Splines (MARS) approach

(2008) MICHAEL S. BALSHI et al.   GLOBAL CHANGE BIOLOGY

Particle swarm optimization for parameter determination and feature selection of support vector machines

(2007) Shih-Wei Lin et al.   EXPERT SYSTEMS WITH APPLICATIONS