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Decentralized peak power control based on short-term forecast using modified Kalman filter

Gupta, DPS and Sargunaraj, S and Devi, S (1997) Decentralized peak power control based on short-term forecast using modified Kalman filter. In: 20th Annual International Conference of the International-Association-for-Energy-Economics, Jan 22-24, 1997, New Delhi, India.

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Abstract

This paper proposes a method of short term load forecasting with limited data, applicable even at 11 kV substation levels where total power demand is relatively low and somewhat random and weather data are usually not available as in most developing countries. Kalman filtering technique has been modified and used to forecast daily and hourly load. Planning generation and interstate energy exchange schedule at load dispatch centre and decentralized Demand Side Management at substation level are intended to be carried out with the help of this short term load forecasting technique especially to achieve peak power control without enforcing load-shedding.

Item Type: Conference Paper
Publisher: Tata Energy Research Inst
Additional Information: Copyright of this article belongs to Tata Energy Research Inst.
Department/Centre: Division of Electrical Sciences > Electrical Engineering
Date Deposited: 15 Mar 2012 09:27
Last Modified: 15 Mar 2012 09:27
URI: http://eprints.iisc.ac.in/id/eprint/43956

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