Modified Differential Evolution in Load Dispatch Optimization Problem
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21340%2F12%3A00303198" target="_blank" >RIV/68407700:21340/12:00303198 - isvavai.cz</a>
Result on the web
<a href="http://www2.humusoft.cz/www/papers/tcb12/080_Subrt.pdf" target="_blank" >http://www2.humusoft.cz/www/papers/tcb12/080_Subrt.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Modified Differential Evolution in Load Dispatch Optimization Problem
Original language description
The Load Dispatch (LD) is one of the essential problems in the power grids. The LD problem consists in scheduling of the output power of particular generators in time to cover the overall power demand while minimizing the overall generation costs, eventually addressing also other (e.g. ecological) objectives. The LD problem is generally non-convex, especially when involving the valvepoint effect. This non-convexity challenges analytical and heuristic methods in finding optimal solution in reasonable time. Differential Evolution (DE) is one of evolutionary algorithms, which has been used in many optimization problems due to its simplicity and efficiency. This paper presents LD solution considering valve loading effect via the Modified Differential Evolution (MDE) algorithm. The MDE is inspired from DE and has new mapping function thus represents a new efficient stochastic search technique. The proposed MDE is examined on the LD test system and compared with other LD solution methods.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/LA08015" target="_blank" >LA08015: Collaboration of the Czech Republic with CERN</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
20th Annual Conference Proceeding's Technical Computing Bratislava 2012
ISBN
978-80-970519-4-5
ISSN
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e-ISSN
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Number of pages
13
Pages from-to
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Publisher name
Humusoft
Place of publication
Praha
Event location
Bratislava
Event date
Nov 7, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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