Small-signal modeling and robust multi-loop PID and H∞ controllers synthesis for a self-excited induction generator
This paper presents modeling and designing of robust multi-loop controllers for the terminal voltage and stator frequency regulations of three-phase self-excited induction generator (SEIG) driven by a prime mover. The lack of the internal functionality of the SEIG system often represents a major cha...
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description | This paper presents modeling and designing of robust multi-loop controllers for the terminal voltage and stator frequency regulations of three-phase self-excited induction generator (SEIG) driven by a prime mover. The lack of the internal functionality of the SEIG system often represents a major challenge for most researchers. This is due to the several reasons, such as the absence of perfect mathematical models describing the actual behavior of SEIG, existence of some non-linear modes to be neglected during the linearization step and presence of unavoidable model uncertainties, etc. For this purpose, a small-signal-based method is proposed in order to overcome these drawbacks by designing the frequency and voltage linear models of the SEIG around its operating point. These models are carried out through the preprocessed experimental data recorded previously from actual SEIG system. Each appropriate model is independently computed using the identification toolbox of Matlab® software. The main advantage of the small-signal-based modeling is its simplicity without any knowledge of the equivalent circuit parameters of the SEIG. Accordingly, three robust voltage H∞ controllers are synthesized from solving a weighted-mixed sensitivity problem using both classical and structured H∞ synthesis. Each robust voltage controller and a robust frequency controller are operated with together as multi-loop controller. The novelty and contribution of the proposed method involve adjusting the parameters of the robust multi-loop controllers that ensure a good trade-off between performances and robustness using the small-signal model of the voltage and frequency in correspondence with the preselected operating point, recorded and pre-processed input–output data of the SEIG. The advantage of the multi-loop controllers is ensured not only for the nominal plant but also for all neighboring uncertainty models. The real-time implementation of controllers is performed using STM32 microcontroller unit. Simulation and experimental tests show the validity of the proposed linear small-signal models as well as the effectiveness of each proposed robust multi-loop controllers in terms of Nominal Performance (NP) margin, Robust Stability (RS) margin and the trade-off between them. However, when the operating point of the SEIG system changes significantly according to its nominal state, the guarantee of NP-RS trade-off becomes insecure.
•A new small-signal model is developed for SEIG system |
doi_str_mv | 10.1016/j.isatra.2021.01.059 |
format | Article |
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•A new small-signal model is developed for SEIG system using real data.•A new control strategy based on Robust Multi-Loop PID and H∞ Controllers is proposed.•The controllers are separately used for three phase voltages and frequency of the SEIG.•The robustness is verified by solving weighted-mixed sensitivity problem.</description><identifier>ISSN: 0019-0578</identifier><identifier>EISSN: 1879-2022</identifier><identifier>DOI: 10.1016/j.isatra.2021.01.059</identifier><identifier>PMID: 33581893</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>[formula omitted] synthesis ; Robust control ; Self-Excited induction generator ; Small-signal model ; Weighted-mixed sensitivity</subject><ispartof>ISA transactions, 2021-11, Vol.117, p.234-250</ispartof><rights>2021 ISA</rights><rights>Copyright © 2021 ISA. Published by Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c277t-42d12b188378b052ee6ba448a801ab993a30f46e810c8c7f9d14b0bc0d4d9e233</citedby><cites>FETCH-LOGICAL-c277t-42d12b188378b052ee6ba448a801ab993a30f46e810c8c7f9d14b0bc0d4d9e233</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0019057821000690$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33581893$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Demirtas, Metin</creatorcontrib><creatorcontrib>Calgan, Haris</creatorcontrib><creatorcontrib>Amieur, Toufik</creatorcontrib><creatorcontrib>Sedraoui, Moussa</creatorcontrib><title>Small-signal modeling and robust multi-loop PID and H∞ controllers synthesis for a self-excited induction generator</title><title>ISA transactions</title><addtitle>ISA Trans</addtitle><description>This paper presents modeling and designing of robust multi-loop controllers for the terminal voltage and stator frequency regulations of three-phase self-excited induction generator (SEIG) driven by a prime mover. The lack of the internal functionality of the SEIG system often represents a major challenge for most researchers. This is due to the several reasons, such as the absence of perfect mathematical models describing the actual behavior of SEIG, existence of some non-linear modes to be neglected during the linearization step and presence of unavoidable model uncertainties, etc. For this purpose, a small-signal-based method is proposed in order to overcome these drawbacks by designing the frequency and voltage linear models of the SEIG around its operating point. These models are carried out through the preprocessed experimental data recorded previously from actual SEIG system. Each appropriate model is independently computed using the identification toolbox of Matlab® software. The main advantage of the small-signal-based modeling is its simplicity without any knowledge of the equivalent circuit parameters of the SEIG. Accordingly, three robust voltage H∞ controllers are synthesized from solving a weighted-mixed sensitivity problem using both classical and structured H∞ synthesis. Each robust voltage controller and a robust frequency controller are operated with together as multi-loop controller. The novelty and contribution of the proposed method involve adjusting the parameters of the robust multi-loop controllers that ensure a good trade-off between performances and robustness using the small-signal model of the voltage and frequency in correspondence with the preselected operating point, recorded and pre-processed input–output data of the SEIG. The advantage of the multi-loop controllers is ensured not only for the nominal plant but also for all neighboring uncertainty models. The real-time implementation of controllers is performed using STM32 microcontroller unit. Simulation and experimental tests show the validity of the proposed linear small-signal models as well as the effectiveness of each proposed robust multi-loop controllers in terms of Nominal Performance (NP) margin, Robust Stability (RS) margin and the trade-off between them. However, when the operating point of the SEIG system changes significantly according to its nominal state, the guarantee of NP-RS trade-off becomes insecure.
•A new small-signal model is developed for SEIG system using real data.•A new control strategy based on Robust Multi-Loop PID and H∞ Controllers is proposed.•The controllers are separately used for three phase voltages and frequency of the SEIG.•The robustness is verified by solving weighted-mixed sensitivity problem.</description><subject>[formula omitted] synthesis</subject><subject>Robust control</subject><subject>Self-Excited induction generator</subject><subject>Small-signal model</subject><subject>Weighted-mixed sensitivity</subject><issn>0019-0578</issn><issn>1879-2022</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kNFqFTEQhoNY7Gn1DURy6c0eJ9ns2eRGkKptoVBBvQ7ZZPaYQzY5Jlmxb-BT9OF8Evd4ai-FgYGZ_5-f-Qh5yWDNgG3e7Na-mJrNmgNna1iqU0_IisleNcuIPyUrAKYa6Hp5Ss5K2QEA75R8Rk7btpNMqnZF5s-TCaEpfhtNoFNyGHzcUhMdzWmYS6XTHKpvQkp7-un6_d_N1e9f99SmWHMKAXOh5S7Wb1h8oWPK1NCCYWzwp_UVHfXRzbb6FOkWI2ZTU35OTkYTCr546Ofk68cPXy6umpvby-uLdzeN5X1fG8Ed4wOTsu3lAB1H3AxGCGkkMDMo1ZoWRrFBycBK24_KMTHAYMEJp5C37Tl5fby7z-n7jKXqyReLIZiIaS6aC6k2IBSoRSqOUptTKRlHvc9-MvlOM9AH4Hqnj8D1AbiGpbqD7dVDwjxM6B5N_wgvgrdHAS5__vCYdbEeo0XnM9qqXfL_T_gDHmyV2w</recordid><startdate>20211101</startdate><enddate>20211101</enddate><creator>Demirtas, Metin</creator><creator>Calgan, Haris</creator><creator>Amieur, Toufik</creator><creator>Sedraoui, Moussa</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>20211101</creationdate><title>Small-signal modeling and robust multi-loop PID and H∞ controllers synthesis for a self-excited induction generator</title><author>Demirtas, Metin ; Calgan, Haris ; Amieur, Toufik ; Sedraoui, Moussa</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c277t-42d12b188378b052ee6ba448a801ab993a30f46e810c8c7f9d14b0bc0d4d9e233</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>[formula omitted] synthesis</topic><topic>Robust control</topic><topic>Self-Excited induction generator</topic><topic>Small-signal model</topic><topic>Weighted-mixed sensitivity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Demirtas, Metin</creatorcontrib><creatorcontrib>Calgan, Haris</creatorcontrib><creatorcontrib>Amieur, Toufik</creatorcontrib><creatorcontrib>Sedraoui, Moussa</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>ISA transactions</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Demirtas, Metin</au><au>Calgan, Haris</au><au>Amieur, Toufik</au><au>Sedraoui, Moussa</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Small-signal modeling and robust multi-loop PID and H∞ controllers synthesis for a self-excited induction generator</atitle><jtitle>ISA transactions</jtitle><addtitle>ISA Trans</addtitle><date>2021-11-01</date><risdate>2021</risdate><volume>117</volume><spage>234</spage><epage>250</epage><pages>234-250</pages><issn>0019-0578</issn><eissn>1879-2022</eissn><abstract>This paper presents modeling and designing of robust multi-loop controllers for the terminal voltage and stator frequency regulations of three-phase self-excited induction generator (SEIG) driven by a prime mover. The lack of the internal functionality of the SEIG system often represents a major challenge for most researchers. This is due to the several reasons, such as the absence of perfect mathematical models describing the actual behavior of SEIG, existence of some non-linear modes to be neglected during the linearization step and presence of unavoidable model uncertainties, etc. For this purpose, a small-signal-based method is proposed in order to overcome these drawbacks by designing the frequency and voltage linear models of the SEIG around its operating point. These models are carried out through the preprocessed experimental data recorded previously from actual SEIG system. Each appropriate model is independently computed using the identification toolbox of Matlab® software. The main advantage of the small-signal-based modeling is its simplicity without any knowledge of the equivalent circuit parameters of the SEIG. Accordingly, three robust voltage H∞ controllers are synthesized from solving a weighted-mixed sensitivity problem using both classical and structured H∞ synthesis. Each robust voltage controller and a robust frequency controller are operated with together as multi-loop controller. The novelty and contribution of the proposed method involve adjusting the parameters of the robust multi-loop controllers that ensure a good trade-off between performances and robustness using the small-signal model of the voltage and frequency in correspondence with the preselected operating point, recorded and pre-processed input–output data of the SEIG. The advantage of the multi-loop controllers is ensured not only for the nominal plant but also for all neighboring uncertainty models. The real-time implementation of controllers is performed using STM32 microcontroller unit. Simulation and experimental tests show the validity of the proposed linear small-signal models as well as the effectiveness of each proposed robust multi-loop controllers in terms of Nominal Performance (NP) margin, Robust Stability (RS) margin and the trade-off between them. However, when the operating point of the SEIG system changes significantly according to its nominal state, the guarantee of NP-RS trade-off becomes insecure.
•A new small-signal model is developed for SEIG system using real data.•A new control strategy based on Robust Multi-Loop PID and H∞ Controllers is proposed.•The controllers are separately used for three phase voltages and frequency of the SEIG.•The robustness is verified by solving weighted-mixed sensitivity problem.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>33581893</pmid><doi>10.1016/j.isatra.2021.01.059</doi><tpages>17</tpages></addata></record> |
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subjects | [formula omitted] synthesis Robust control Self-Excited induction generator Small-signal model Weighted-mixed sensitivity |
title | Small-signal modeling and robust multi-loop PID and H∞ controllers synthesis for a self-excited induction generator |
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