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Multivariate time series clustering and forecasting for building energy analysis: Application to weather data quality control

Luís Sanhudo, João Rodrigues, Ênio Vasconcelos Filho

2020Journal of Building Engineering34 citationsDOI

Topics & Concepts

Cluster analysisDynamic time warpingComputer scienceData miningTime seriesSupport vector machineMetric (unit)Artificial neural networkMean squared errorRegression analysisMultivariate statisticsMachine learningArtificial intelligenceStatisticsEngineeringMathematicsOperations managementTime Series Analysis and ForecastingBuilding Energy and Comfort OptimizationEnergy Load and Power Forecasting
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