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Prediction of residential district heating load based on machine learning: A case study

Ziqing Wei, Tingwei Zhang, Bao Yue, Yunxiao Ding, Ran Xiao, R.Z. Wang, Xiaoqiang Zhai

2021Energy101 citationsDOI

Topics & Concepts

Mean squared errorSupport vector machineArtificial neural networkMean absolute percentage errorComputer scienceTime seriesElectrical loadTime horizonStatisticsMachine learningData miningArtificial intelligencePower (physics)MathematicsMathematical optimizationPhysicsQuantum mechanicsEnergy Load and Power ForecastingNeural Networks and ApplicationsBuilding Energy and Comfort Optimization
Prediction of residential district heating load based on machine learning: A case study | Litcius