Short-term hourly load forecasting using time-series modeling with peak load estimation capability.

Short-term hourly load forecasting using time-series modeling with peak load estimation capability.

This paper presents a new time series modeling for short term load forecasting, which can model the valuable experiences of the expert operators. This approach can accurately forecast the hourly loads of weekdays, as well as, of weekends and public holidays. It is shown that the proposed method can...

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Bibliographic Details
Published in:IEEE Transactions on power systems 16, 3 (2001).
Main Author: Amjady, N.
Format: Article
Language:English
Subjects:
ARIMA.
Box-Jenkins models.
Iran.
Artificial neural networks.
Daily peak load.
Dispatching centers.
Expert operators.
Peak load estimation capability.
Public holiday loads.
Short-term hourly load forecasting.
Time-series modeling.
Weekday loads.
Weekend loads.