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Multistage Artificial Neural Network Short-Term Load Forecasting Engine With Front-End Weather Forecast

โœ Scribed by Methaprayoon, K.; Wei-Jen Lee; Rasmiddatta, S.; Liao, J.R.; Ross, R.J.


Book ID
117917545
Publisher
IEEE
Year
2007
Tongue
English
Weight
660 KB
Volume
43
Category
Article
ISSN
0093-9994

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Short-term electric load forecasting usi
โœ Subhes C. Bhattacharyya; Le Tien Thanh ๐Ÿ“‚ Article ๐Ÿ“… 2004 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 131 KB ๐Ÿ‘ 1 views

Short-term electric load forecasting is an important requirement for electric system operation. This paper employs a feed-forward neural network with a back-propagation algorithm for three types of short-term electric load forecasting: daily peak (valley) load, hourly load and the total load. The fo