Ringwood, John and Commarmond, P. and Lonergan, T. (1997) Qualitative and quantitative fuzzy modelling of a 24-hour electricity consumption profile. In: Proceedings: EUFIT '97, 5th European Congress on Intelligent Techniques and Soft Computing. EUFIT, pp. 2404-2408. ISBN 3896532006

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Abstract

This paper presents a fuzzy model suite for short-term (24 hour) electrical energy consumption in Ireland. The model has both qualitative (linguistic) and quantitative (numerical) sections. For the linguistic model, the parameters are determined by drawing on the extensive intuitive knowledge of operators in the National Control Centre (NCC) in E.S.B., using a series of questionnaires to determine the shape and location of the fuzzy sets and the fuzzy rules used to evaluate the model output. The quantitative model is used to model the error in the linguistic model and is completely data-based. The performance of the compuer-based fuzzy model is comparable to that obtained by E.S.B. experts.

Item Type:	Book Section
Keywords:	Qualitative; quantitative; fuzzy modelling; 24-hour electricity consumption;
Academic Unit:	Faculty of Science and Engineering > Electronic Engineering
Item ID:	9522
Depositing User:	Professor John Ringwood
Date Deposited:	07 Jun 2018 15:45
Publisher:	EUFIT
Refereed:	Yes
URI:
Use Licence:	This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here

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