Fuzzy Inference System and Prediction
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F04%3APU46069" target="_blank" >RIV/00216305:26210/04:PU46069 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
čeština
Original language name
Fuzzy Inference System and Prediction
Original language description
This paper describes the implementation of fuzzy set theory and Fuzzy Inference System (FIS) for prediction of electric load. The proposed technique utilizes fuzzy rules to incorporate historical weather and load data. The use of fuzzy logic effectivelyhandles the load variations due to special events. The fuzzy logic has been extensively tested on actual data obtained from the Czech Electric Power Company (ČEZ) for 24-hour ahead prediction. Test results indicate that the fuzzy rule base can produce reesults better in accuracy than artificial neural networks (ANNs) method
Czech name
Fuzzy Inference System and Prediction
Czech description
This paper describes the implementation of fuzzy set theory and Fuzzy Inference System (FIS) for prediction of electric load. The proposed technique utilizes fuzzy rules to incorporate historical weather and load data. The use of fuzzy logic effectivelyhandles the load variations due to special events. The fuzzy logic has been extensively tested on actual data obtained from the Czech Electric Power Company (ČEZ) for 24-hour ahead prediction. Test results indicate that the fuzzy rule base can produce reesults better in accuracy than artificial neural networks (ANNs) method
Classification
Type
D - Article in proceedings
CEP classification
BA - General mathematics
OECD FORD branch
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Result continuities
Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2004
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
International Conference on Soft Computing applied in Computer and Economic Environments
ISBN
80-7314-025-X
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
31-36
Publisher name
n
Place of publication
Kunovice, ČR
Event location
Kunovice
Event date
Jan 29, 2004
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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