Very short term load forecasting peak load time using fuzzy logic

One of the important things to do in electric power system operation is load forecasting. Load forecasting consists short term load forecasting and very short term forecasting. The very short-term load forecasting is predicting electrical loads in every 30 minutes. This forecasting is done to decide...

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Veröffentlicht in:IOP conference series. Materials Science and Engineering 2018-09, Vol.403 (1), p.12070
Hauptverfasser: Jamaaluddin, J, Hadidjaja, D, Sulistiyowati, I, Suprayitno, EA, Anshory, I, Syahrorini, S
Format: Artikel
Sprache:eng
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Zusammenfassung:One of the important things to do in electric power system operation is load forecasting. Load forecasting consists short term load forecasting and very short term forecasting. The very short-term load forecasting is predicting electrical loads in every 30 minutes. This forecasting is done to decide which plant to operate. The capacity of the plant to be operated adjusts to the load plan to be supplied the next day One method utilized in this research is Fuzzy Logic. This method has been applied for short-term load forecasting and will be employed for very short-term forecasting peak load time. Fuzzy logic expected has a small MAPE (0,6244%).
ISSN:1757-8981
1757-899X
1757-899X
DOI:10.1088/1757-899X/403/1/012070