An event-based adaptation of the relay feedback experiment for frequency response identification of stable processes
An event-based modification of the classical relay feedback experiment without the inclusion of additional elements (integrator, time delay, …) for identification of the spectrum of stable processes between zero and the phase cross-over frequency is presented. By inserting an event-based sampler in...
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Veröffentlicht in: | ISA transactions 2023-08, Vol.139, p.510-523 |
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description | An event-based modification of the classical relay feedback experiment without the inclusion of additional elements (integrator, time delay, …) for identification of the spectrum of stable processes between zero and the phase cross-over frequency is presented. By inserting an event-based sampler in the control loop, the natural behaviour of a classical relay is simulated and the system is forced to work in two modes. The event-based sampler activates the first mode by sending control actions to the process every time the error signal crosses zero; this mode is to discover the approximated value of the cross-over frequency ω180∘. During the second mode, the event-based sampler sends samples to the process simulating that the error signal crosses zero at ω180∘/N where N is the number of points to identify in the range 0≤ω≤ω180∘. One advantage of this procedure is that the logic used in an already existing relay feedback experiment to fit a transfer function model or tune a controller could be maintained just replacing the relay block by the event-based sampler block presented in the paper. Simulations and experiments with different processes and in presence of noise demonstrate the effectivity of the procedure.
•Identification of stable processes between zero and the phase cross-over frequency.•Event-based modification of the classical relay feedback experiment.•Overcomes some of the limitations of the relay feedback method.•Can identify the steady gain and low-frequency points of the spectrum.•Simulations and experiments demonstrate effectivity in processes with noise. |
doi_str_mv | 10.1016/j.isatra.2023.04.008 |
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•Identification of stable processes between zero and the phase cross-over frequency.•Event-based modification of the classical relay feedback experiment.•Overcomes some of the limitations of the relay feedback method.•Can identify the steady gain and low-frequency points of the spectrum.•Simulations and experiments demonstrate effectivity in processes with noise.</description><identifier>ISSN: 0019-0578</identifier><identifier>EISSN: 1879-2022</identifier><identifier>DOI: 10.1016/j.isatra.2023.04.008</identifier><identifier>PMID: 37117052</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Event-based sampling ; Frequency response ; Identification ; Relay feedback</subject><ispartof>ISA transactions, 2023-08, Vol.139, p.510-523</ispartof><rights>2023 The Author(s)</rights><rights>Copyright © 2023 The Author(s). Published by Elsevier Ltd.. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c408t-91a0544911f4a7a39c7b3ebff3ba136ef523464130d3b1d56f083e0992e66a483</citedby><cites>FETCH-LOGICAL-c408t-91a0544911f4a7a39c7b3ebff3ba136ef523464130d3b1d56f083e0992e66a483</cites><orcidid>0000-0003-0898-3462 ; 0000-0002-2405-8771 ; 0000-0002-6702-3771</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.isatra.2023.04.008$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37117052$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>de la Torre, L.</creatorcontrib><creatorcontrib>Chacón, J.</creatorcontrib><creatorcontrib>Sánchez-Moreno, J.</creatorcontrib><creatorcontrib>Dormido, S.</creatorcontrib><title>An event-based adaptation of the relay feedback experiment for frequency response identification of stable processes</title><title>ISA transactions</title><addtitle>ISA Trans</addtitle><description>An event-based modification of the classical relay feedback experiment without the inclusion of additional elements (integrator, time delay, …) for identification of the spectrum of stable processes between zero and the phase cross-over frequency is presented. By inserting an event-based sampler in the control loop, the natural behaviour of a classical relay is simulated and the system is forced to work in two modes. The event-based sampler activates the first mode by sending control actions to the process every time the error signal crosses zero; this mode is to discover the approximated value of the cross-over frequency ω180∘. During the second mode, the event-based sampler sends samples to the process simulating that the error signal crosses zero at ω180∘/N where N is the number of points to identify in the range 0≤ω≤ω180∘. One advantage of this procedure is that the logic used in an already existing relay feedback experiment to fit a transfer function model or tune a controller could be maintained just replacing the relay block by the event-based sampler block presented in the paper. Simulations and experiments with different processes and in presence of noise demonstrate the effectivity of the procedure.
•Identification of stable processes between zero and the phase cross-over frequency.•Event-based modification of the classical relay feedback experiment.•Overcomes some of the limitations of the relay feedback method.•Can identify the steady gain and low-frequency points of the spectrum.•Simulations and experiments demonstrate effectivity in processes with noise.</description><subject>Event-based sampling</subject><subject>Frequency response</subject><subject>Identification</subject><subject>Relay feedback</subject><issn>0019-0578</issn><issn>1879-2022</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kE1P3DAQhq2Kqiy0_wAhH7kkHcfOhy9ICNEWCamX9mxN7LHqbTYJthex_75GSzlysmQ_77yeh7ELAbUA0X3d1iFhjlg30MgaVA0wfGAbMfS6KlfNCdsACF1B2w-n7CylLQA0rR4-sVPZC9FD22xYvpk5PdGcqxETOY4O14w5LDNfPM9_iEea8MA9kRvR_uX0vFIMu5LgfoncR3rc02wPhUvrMifiwZXH4IN9G5MyjhPxNS6WUqL0mX30OCX68nqes9_f7n7d_qgefn6_v715qKyCIVdaILRKaSG8wh6ltv0oafRejihkR75tpOqUkODkKFzbeRgkgdYNdR2qQZ6zq-Pc0lx-mbLZhWRpmnCmZZ9MM0CvRauVKqg6ojYuKUXyZi1bYjwYAebFt9mao2_z4tuAMsV3iV2-NuzHHbm30H_BBbg-AlT2fAoUTbKh-CIXItls3BLeb_gHqHeUvw</recordid><startdate>20230801</startdate><enddate>20230801</enddate><creator>de la Torre, L.</creator><creator>Chacón, J.</creator><creator>Sánchez-Moreno, J.</creator><creator>Dormido, S.</creator><general>Elsevier Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-0898-3462</orcidid><orcidid>https://orcid.org/0000-0002-2405-8771</orcidid><orcidid>https://orcid.org/0000-0002-6702-3771</orcidid></search><sort><creationdate>20230801</creationdate><title>An event-based adaptation of the relay feedback experiment for frequency response identification of stable processes</title><author>de la Torre, L. ; Chacón, J. ; Sánchez-Moreno, J. ; Dormido, S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c408t-91a0544911f4a7a39c7b3ebff3ba136ef523464130d3b1d56f083e0992e66a483</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Event-based sampling</topic><topic>Frequency response</topic><topic>Identification</topic><topic>Relay feedback</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>de la Torre, L.</creatorcontrib><creatorcontrib>Chacón, J.</creatorcontrib><creatorcontrib>Sánchez-Moreno, J.</creatorcontrib><creatorcontrib>Dormido, S.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><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>de la Torre, L.</au><au>Chacón, J.</au><au>Sánchez-Moreno, J.</au><au>Dormido, S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An event-based adaptation of the relay feedback experiment for frequency response identification of stable processes</atitle><jtitle>ISA transactions</jtitle><addtitle>ISA Trans</addtitle><date>2023-08-01</date><risdate>2023</risdate><volume>139</volume><spage>510</spage><epage>523</epage><pages>510-523</pages><issn>0019-0578</issn><eissn>1879-2022</eissn><abstract>An event-based modification of the classical relay feedback experiment without the inclusion of additional elements (integrator, time delay, …) for identification of the spectrum of stable processes between zero and the phase cross-over frequency is presented. By inserting an event-based sampler in the control loop, the natural behaviour of a classical relay is simulated and the system is forced to work in two modes. The event-based sampler activates the first mode by sending control actions to the process every time the error signal crosses zero; this mode is to discover the approximated value of the cross-over frequency ω180∘. During the second mode, the event-based sampler sends samples to the process simulating that the error signal crosses zero at ω180∘/N where N is the number of points to identify in the range 0≤ω≤ω180∘. One advantage of this procedure is that the logic used in an already existing relay feedback experiment to fit a transfer function model or tune a controller could be maintained just replacing the relay block by the event-based sampler block presented in the paper. Simulations and experiments with different processes and in presence of noise demonstrate the effectivity of the procedure.
•Identification of stable processes between zero and the phase cross-over frequency.•Event-based modification of the classical relay feedback experiment.•Overcomes some of the limitations of the relay feedback method.•Can identify the steady gain and low-frequency points of the spectrum.•Simulations and experiments demonstrate effectivity in processes with noise.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>37117052</pmid><doi>10.1016/j.isatra.2023.04.008</doi><tpages>14</tpages><orcidid>https://orcid.org/0000-0003-0898-3462</orcidid><orcidid>https://orcid.org/0000-0002-2405-8771</orcidid><orcidid>https://orcid.org/0000-0002-6702-3771</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Event-based sampling Frequency response Identification Relay feedback |
title | An event-based adaptation of the relay feedback experiment for frequency response identification of stable processes |
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