Application of two-stage fuzzy c-means in load profiling

K.L. Lo; Z. Zakaria; M.H. Sohod

Application of two-stage fuzzy c-means in load profiling

K.L. Lo, Z. Zakaria, M.H. Sohod

Electronic And Electrical Engineering

Research output: Contribution to journal › Article › peer-review

Abstract

Electricity industries throughout the world have been using load profiles for many years. Previously, in a regulated environment, load profiles have been employed to provide information for forecasting, system planning and demand side planning. However, in the deregulated environment, load profiles have become more significant. The determination of customer load profile may provide utility companies with better marketing strategies and improved efficiency in operating the current facilities.

Original language	English
Pages (from-to)	1905-1912
Number of pages	7
Journal	WSEAS Transactions On Information Science And Applications
Volume	2
Issue number	11
Publication status	Published - Nov 2005

Keywords

load profiling
clustering
fuzzy c-means
electrical systems

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title = "Application of two-stage fuzzy c-means in load profiling",

abstract = "Electricity industries throughout the world have been using load profiles for many years. Previously, in a regulated environment, load profiles have been employed to provide information for forecasting, system planning and demand side planning. However, in the deregulated environment, load profiles have become more significant. The determination of customer load profile may provide utility companies with better marketing strategies and improved efficiency in operating the current facilities.",

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AU - Zakaria, Z.

AU - Sohod, M.H.

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N2 - Electricity industries throughout the world have been using load profiles for many years. Previously, in a regulated environment, load profiles have been employed to provide information for forecasting, system planning and demand side planning. However, in the deregulated environment, load profiles have become more significant. The determination of customer load profile may provide utility companies with better marketing strategies and improved efficiency in operating the current facilities.

AB - Electricity industries throughout the world have been using load profiles for many years. Previously, in a regulated environment, load profiles have been employed to provide information for forecasting, system planning and demand side planning. However, in the deregulated environment, load profiles have become more significant. The determination of customer load profile may provide utility companies with better marketing strategies and improved efficiency in operating the current facilities.

KW - load profiling

KW - clustering

KW - fuzzy c-means

KW - electrical systems

UR - http://www.wseas.us/e-library/conferences/2005corfu/c3/papers/498-411.pdf

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