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- Publisher Website: 10.1109/TII.2021.3056417
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Article: An Integrated Robust Design and Robust Control Strategy Using the Genetic Algorithm
Title | An Integrated Robust Design and Robust Control Strategy Using the Genetic Algorithm |
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Authors | |
Keywords | Genetic algorithm (GA) integrated robust design and robust control (IRDRC) system decomposition uncertainty |
Issue Date | 2021 |
Publisher | Institute of Electrical and Electronics Engineers. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=9424 |
Citation | IEEE Transactions on Industrial Informatics, 2021, v. 17 n. 12, p. 8378-8386 How to Cite? |
Abstract | Sequential strategies and integrated design and control (IDC) strategies have been developed to optimize engineering systems. Nevertheless, neither of them considers the impact of uncertainty when optimizing system performance. To improve the robustness of the system performance and ensure the systematic optimality, this article proposes an integrated robust design and robust control (IRDRC) strategy for a general engineering system using the genetic algorithm. The proposed IRDRC strategy is applied to a rocket flight attitude control system to test its effectiveness. The results show that the IRDRC strategy outperforms existing sequential strategies and IDC strategies, concerning system-level optimization and system robustness. |
Persistent Identifier | http://hdl.handle.net/10722/304229 |
ISSN | 2023 Impact Factor: 11.7 2023 SCImago Journal Rankings: 4.420 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | GAO, Y | - |
dc.contributor.author | Wang, J | - |
dc.contributor.author | Gao, S | - |
dc.contributor.author | Cheng, Y | - |
dc.date.accessioned | 2021-09-23T08:57:04Z | - |
dc.date.available | 2021-09-23T08:57:04Z | - |
dc.date.issued | 2021 | - |
dc.identifier.citation | IEEE Transactions on Industrial Informatics, 2021, v. 17 n. 12, p. 8378-8386 | - |
dc.identifier.issn | 1551-3203 | - |
dc.identifier.uri | http://hdl.handle.net/10722/304229 | - |
dc.description.abstract | Sequential strategies and integrated design and control (IDC) strategies have been developed to optimize engineering systems. Nevertheless, neither of them considers the impact of uncertainty when optimizing system performance. To improve the robustness of the system performance and ensure the systematic optimality, this article proposes an integrated robust design and robust control (IRDRC) strategy for a general engineering system using the genetic algorithm. The proposed IRDRC strategy is applied to a rocket flight attitude control system to test its effectiveness. The results show that the IRDRC strategy outperforms existing sequential strategies and IDC strategies, concerning system-level optimization and system robustness. | - |
dc.language | eng | - |
dc.publisher | Institute of Electrical and Electronics Engineers. The Journal's web site is located at http://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=9424 | - |
dc.relation.ispartof | IEEE Transactions on Industrial Informatics | - |
dc.rights | IEEE Transactions on Industrial Informatics. Copyright © Institute of Electrical and Electronics Engineers. | - |
dc.rights | ©20xx IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | - |
dc.subject | Genetic algorithm (GA) | - |
dc.subject | integrated robust design and robust control (IRDRC) | - |
dc.subject | system decomposition | - |
dc.subject | uncertainty | - |
dc.title | An Integrated Robust Design and Robust Control Strategy Using the Genetic Algorithm | - |
dc.type | Article | - |
dc.identifier.email | Wang, J: jwwang@hku.hk | - |
dc.identifier.email | Cheng, Y: yaocheng@hku.hk | - |
dc.identifier.authority | Wang, J=rp01888 | - |
dc.identifier.authority | Cheng, Y=rp02449 | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1109/TII.2021.3056417 | - |
dc.identifier.scopus | eid_2-s2.0-85100769908 | - |
dc.identifier.hkuros | 325688 | - |
dc.identifier.volume | 17 | - |
dc.identifier.issue | 12 | - |
dc.identifier.spage | 8378 | - |
dc.identifier.epage | 8386 | - |
dc.identifier.isi | WOS:000690940600049 | - |
dc.publisher.place | United States | - |