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A data-driven strategy to forecast next-day electricity usage and peak electricity demand of a building portfolio using cluster analysis, Cubist regression models and Particle Swarm Optimization

Kehua Li, Zhenjun Ma, Duane Robinson, Wenye Lin, Zhixiong Li

2020Journal of Cleaner Production47 citationsDOI

Topics & Concepts

Mean absolute percentage errorParticle swarm optimizationMean squared errorCluster analysisElectricityRegression analysisComputer scienceStatisticsPortfolioEconometricsMathematicsEngineeringMachine learningEconomicsFinancial economicsElectrical engineeringEnergy Load and Power ForecastingBuilding Energy and Comfort OptimizationGrey System Theory Applications
A data-driven strategy to forecast next-day electricity usage and peak electricity demand of a building portfolio using cluster analysis, Cubist regression models and Particle Swarm Optimization | Litcius