Short-term load forecasting using Holt-Winter's method and Kalman filtering.

Short-term load forecasting using Holt-Winter's method and Kalman filtering.

A comparative study of two methods for short-term forecasting of substation load is presented. Holt-Winter's method predicts the load using a weighted average of past load values that decrease exponentially with time. The Kalman filtering method with fading-memory implements a two0stage forecas...

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Bibliographic Details
Published in:UPCOE NEC Technical Bulletin 1, 1 (March 2004).
Main Author: Nerves, Allan C.
Format: Article
Language:English
Subjects:
Exponential smoothing.
Kalman filtering.
Load forecasting.
Substation load.