Optimum Design of (PID mu)-D-lambda controller for an automatic voltage regulator system using combinatorial test design

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Ahmed, Bestoun S.,1982-Ist Dalle Molle Studi SullIntelligenza Artificial, CH-6928 Manno Lugano, Switzerland.;Salahaddin Univ, Engn Coll, Software & Informat Engn Dept, Erbil, Kurdistan Regio, Iraq. IRQ (författare)

Optimum Design of (PID mu)-D-lambda controller for an automatic voltage regulator system using combinatorial test design

Artikel/kapitelEngelska2016

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2016-11-09
PUBLIC LIBRARY OF SCIENCE,2016
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LIBRIS-ID:oai:DiVA.org:kau-86843
https://urn.kb.se/resolve?urn=urn:nbn:se:kau:diva-86843URI
https://doi.org/10.1371/journal.pone.0166150DOI

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Combinatorial test design is a plan of test that aims to reduce the amount of test cases systematically by choosing a subset of the test cases based on the combination of input variables. The subset covers all possible combinations of a given strength and hence tries to match the effectiveness of the exhaustive set. This mechanism of reduction has been used successfully in software testing research with t-way testing (where t indicates the interaction strength of combinations). Potentially, other systems may exhibit many similarities with this approach. Hence, it could form an emerging application in different areas of research due to its usefulness. To this end, more recently it has been applied in a few research areas successfully. In this paper, we explore the applicability of combinatorial test design technique for Fractional Order (FO), Proportional-Integral-Derivative (PID) parameter design controller, named as FOPID, for an automatic voltage regulator (AVR) system. Throughout the paper, we justify this new application theoretically and practically through simulations. In addition, we report on first experiments indicating its practical use in this field. We design different algorithms and adapted other strategies to cover all the combinations with an optimum and effective test set. Our findings indicate that combinatorial test design can find the combinations that lead to optimum design. Besides this, we also found that by increasing the strength of combination, we can approach to the optimum design in a way that with only 4-way combinatorial set, we can get the effectiveness of an exhaustive test set. This significantly reduced the number of tests needed and thus leads to an approach that optimizes design of parameters quickly.

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NATURVETENSKAP Data- och informationsvetenskap Datavetenskap hsv//swe
NATURAL SCIENCES Computer and Information Sciences Computer Sciences hsv//eng
Computer Science
Datavetenskap

Biuppslag (personer, institutioner, konferenser, titlar ...)

Sahib, Mouayad A.Salahaddin Univ, Engn Coll, Software & Informat Engn Dept, Erbil, Kurdistan Regio, Iraq. IRQ (författare)
Gambardella, Luca M.Ist Dalle Molle Studi SullIntelligenza Artificial, CH-6928 Manno Lugano, Switzerland. CHE (författare)
Afzal, WasifMalardalen Univ, Sch Innovat Design & Engn, Vasteras, Sweden. (författare)
Zamli, Kamal Z.Univ Malaysia Pahang Lebuhraya Tun Rezak, Fac Comp Syst & Software Engn, IBM Ctr Excellence, Kuantan 26300, Pahang Darul Ma, Malaysia. MYS (författare)
Ist Dalle Molle Studi SullIntelligenza Artificial, CH-6928 Manno Lugano, Switzerland.;Salahaddin Univ, Engn Coll, Software & Informat Engn Dept, Erbil, Kurdistan Regio, Iraq. IRQSalahaddin Univ, Engn Coll, Software & Informat Engn Dept, Erbil, Kurdistan Regio, Iraq. IRQ (creator_code:org_t)

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Ingår i:PLOS ONE: PUBLIC LIBRARY OF SCIENCE11:111932-6203

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Av författaren/redakt...: Ahmed, Bestoun S ...; Sahib, Mouayad A ...; Gambardella, Luc ...; Afzal, Wasif; Zamli, Kamal Z.

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Av lärosätet: Karlstads universitet

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