Evaluation of Regression Algorithms in Residential Energy Consumption Prediction

Since electrical energy is generated and consumed simultaneously, predicting the energy consumption helps network operators to optimize their planning assuring stable supply of energy. Residential consumers, in particular, are subject to investigation as they share a large proportion of the total co...

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Veröffentlicht in:	2019 3rd European Conference on Electrical Engineering and Computer Science (EECS) S. 22 - 25
Hauptverfasser:	Schirmer, Pascal A., Mporas, Iosif, Potamitis, Ilyas
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.12.2019
Schlagworte:	Energy consumption Energy Consumption Prediction Linear regression Load Forecasting Load modeling Prediction algorithms Predictive models Regression Models Task analysis Training
Online-Zugang:	Volltext
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