Comparative study of week-ahead forecasting of daily gas consumption in buildings using regression ARMA/SARMA and genetic-algorithm-optimized regression wavelet neural network models
Alexander Hošovský, Ján Piteľ, Milan Adámek, Jana Mižáková, Kamil Židek
Topics & Concepts
Autoregressive modelAutoregressive integrated moving averageArtificial neural networkAutoregressive–moving-average modelRegression analysisMean absolute percentage errorWaveletLinear regressionStatisticsMoving averageNonlinear autoregressive exogenous modelEnergy consumptionTime seriesRegressionComputer scienceEngineeringMathematicsArtificial intelligenceElectrical engineeringEnergy Load and Power ForecastingBuilding Energy and Comfort OptimizationAir Quality Monitoring and Forecasting