A fractional PID controller based on fractional point kinetic model and particle swarm optimization for power regulation of SMART reactor
•A Fractional and classical point kinetic models are developed for SMART reactor.•The developed model is verified in rod ejection accident.•A Fractional order PID (FOPID) control system for power level is proposed.•The FOPID is tuned by ABC, GWO, and PSO optimization algorithms.•Nichols chart is use...
Gespeichert in:
Veröffentlicht in: | Nuclear engineering and design 2021-06, Vol.377, p.111137, Article 111137 |
---|---|
Hauptverfasser: | , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | 111137 |
container_title | Nuclear engineering and design |
container_volume | 377 |
creator | Safarzadeh, Omid Noori-kalkhoran, Omid |
description | •A Fractional and classical point kinetic models are developed for SMART reactor.•The developed model is verified in rod ejection accident.•A Fractional order PID (FOPID) control system for power level is proposed.•The FOPID is tuned by ABC, GWO, and PSO optimization algorithms.•Nichols chart is used to evaluate the robust stability.
The small modular reactor tends to drive down the price of electricity and heat, installed far from the national power grid. In order to provide the active power balance in small networks in fluctuating power demand, the output power of the reactor should be regulated. In this paper, a reactor core model for Korean integral-type small reactor, SMART, is proposed and verified in a rod ejection accident. A fractional controller intended to regulate the reactor power to chase the power demand. The particle swarm optimization has been carried out to minimize a certain cost function for step response of the original nonlinear plant. Simulation results show the excellent tracking of the desired output with practical control rod velocity and reactivity. The framework provided for the design of the FOPID shows the robust stability in the Nichols chart. |
doi_str_mv | 10.1016/j.nucengdes.2021.111137 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_2542739324</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0029549321000893</els_id><sourcerecordid>2542739324</sourcerecordid><originalsourceid>FETCH-LOGICAL-c343t-20ff9aeae93938247bdfb0f80da211209412e65ec32d878fd95fcb70b0675a823</originalsourceid><addsrcrecordid>eNqFkEtLxDAUhYMoOD5-gwHXHZO0nTTLwTcoig9wF9LkRjJ2kpp0FP0H_mszVMSdZ3PhcM4H9yB0QMmUEjo7Wkz9SoN_NpCmjDA6pVkl30AT2nBW8Fo8baIJIUwUdSXKbbST0oKsJdgEfc2xjUoPLnjV4dvLE6yDH2LoOoi4VQkMDv5vpA_OD_jFeRicxstgoMPKG9yrmI0OcHpXcYlDP7il-1TrFrYh5t57JkZ4XnWjGSy-v57fPWQvw0PcQ1tWdQn2f-4uejw7fTi-KK5uzi-P51eFLqtyKBixVihQIEpRNqzirbEtsQ0xilHKiKgog1kNumSm4Y01ora65aQlM16rhpW76HDk9jG8riANchFWMb-WJKsrxjOWVTnFx5SOIaUIVvbRLVX8kJTI9e5yIX93l-vd5bh7bs7HJuQn3hxEmbQDr8G4CHqQJrh_Gd_V45JE</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2542739324</pqid></control><display><type>article</type><title>A fractional PID controller based on fractional point kinetic model and particle swarm optimization for power regulation of SMART reactor</title><source>ScienceDirect Journals (5 years ago - present)</source><creator>Safarzadeh, Omid ; Noori-kalkhoran, Omid</creator><creatorcontrib>Safarzadeh, Omid ; Noori-kalkhoran, Omid</creatorcontrib><description>•A Fractional and classical point kinetic models are developed for SMART reactor.•The developed model is verified in rod ejection accident.•A Fractional order PID (FOPID) control system for power level is proposed.•The FOPID is tuned by ABC, GWO, and PSO optimization algorithms.•Nichols chart is used to evaluate the robust stability.
The small modular reactor tends to drive down the price of electricity and heat, installed far from the national power grid. In order to provide the active power balance in small networks in fluctuating power demand, the output power of the reactor should be regulated. In this paper, a reactor core model for Korean integral-type small reactor, SMART, is proposed and verified in a rod ejection accident. A fractional controller intended to regulate the reactor power to chase the power demand. The particle swarm optimization has been carried out to minimize a certain cost function for step response of the original nonlinear plant. Simulation results show the excellent tracking of the desired output with practical control rod velocity and reactivity. The framework provided for the design of the FOPID shows the robust stability in the Nichols chart.</description><identifier>ISSN: 0029-5493</identifier><identifier>EISSN: 1872-759X</identifier><identifier>DOI: 10.1016/j.nucengdes.2021.111137</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Control rods ; Controllers ; Cost function ; Electric power demand ; Electric power grids ; Electricity distribution ; Fractional controller ; Fractional point kinetic ; Particle swarm optimization ; Proportional integral derivative ; Reactor dynamic ; Reactors ; SMART ; Step response</subject><ispartof>Nuclear engineering and design, 2021-06, Vol.377, p.111137, Article 111137</ispartof><rights>2021 Elsevier B.V.</rights><rights>Copyright Elsevier BV Jun 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c343t-20ff9aeae93938247bdfb0f80da211209412e65ec32d878fd95fcb70b0675a823</citedby><cites>FETCH-LOGICAL-c343t-20ff9aeae93938247bdfb0f80da211209412e65ec32d878fd95fcb70b0675a823</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.nucengdes.2021.111137$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3548,27923,27924,45994</link.rule.ids></links><search><creatorcontrib>Safarzadeh, Omid</creatorcontrib><creatorcontrib>Noori-kalkhoran, Omid</creatorcontrib><title>A fractional PID controller based on fractional point kinetic model and particle swarm optimization for power regulation of SMART reactor</title><title>Nuclear engineering and design</title><description>•A Fractional and classical point kinetic models are developed for SMART reactor.•The developed model is verified in rod ejection accident.•A Fractional order PID (FOPID) control system for power level is proposed.•The FOPID is tuned by ABC, GWO, and PSO optimization algorithms.•Nichols chart is used to evaluate the robust stability.
The small modular reactor tends to drive down the price of electricity and heat, installed far from the national power grid. In order to provide the active power balance in small networks in fluctuating power demand, the output power of the reactor should be regulated. In this paper, a reactor core model for Korean integral-type small reactor, SMART, is proposed and verified in a rod ejection accident. A fractional controller intended to regulate the reactor power to chase the power demand. The particle swarm optimization has been carried out to minimize a certain cost function for step response of the original nonlinear plant. Simulation results show the excellent tracking of the desired output with practical control rod velocity and reactivity. The framework provided for the design of the FOPID shows the robust stability in the Nichols chart.</description><subject>Control rods</subject><subject>Controllers</subject><subject>Cost function</subject><subject>Electric power demand</subject><subject>Electric power grids</subject><subject>Electricity distribution</subject><subject>Fractional controller</subject><subject>Fractional point kinetic</subject><subject>Particle swarm optimization</subject><subject>Proportional integral derivative</subject><subject>Reactor dynamic</subject><subject>Reactors</subject><subject>SMART</subject><subject>Step response</subject><issn>0029-5493</issn><issn>1872-759X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkEtLxDAUhYMoOD5-gwHXHZO0nTTLwTcoig9wF9LkRjJ2kpp0FP0H_mszVMSdZ3PhcM4H9yB0QMmUEjo7Wkz9SoN_NpCmjDA6pVkl30AT2nBW8Fo8baIJIUwUdSXKbbST0oKsJdgEfc2xjUoPLnjV4dvLE6yDH2LoOoi4VQkMDv5vpA_OD_jFeRicxstgoMPKG9yrmI0OcHpXcYlDP7il-1TrFrYh5t57JkZ4XnWjGSy-v57fPWQvw0PcQ1tWdQn2f-4uejw7fTi-KK5uzi-P51eFLqtyKBixVihQIEpRNqzirbEtsQ0xilHKiKgog1kNumSm4Y01ora65aQlM16rhpW76HDk9jG8riANchFWMb-WJKsrxjOWVTnFx5SOIaUIVvbRLVX8kJTI9e5yIX93l-vd5bh7bs7HJuQn3hxEmbQDr8G4CHqQJrh_Gd_V45JE</recordid><startdate>202106</startdate><enddate>202106</enddate><creator>Safarzadeh, Omid</creator><creator>Noori-kalkhoran, Omid</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>7ST</scope><scope>7TB</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>KR7</scope><scope>L7M</scope><scope>SOI</scope></search><sort><creationdate>202106</creationdate><title>A fractional PID controller based on fractional point kinetic model and particle swarm optimization for power regulation of SMART reactor</title><author>Safarzadeh, Omid ; Noori-kalkhoran, Omid</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c343t-20ff9aeae93938247bdfb0f80da211209412e65ec32d878fd95fcb70b0675a823</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Control rods</topic><topic>Controllers</topic><topic>Cost function</topic><topic>Electric power demand</topic><topic>Electric power grids</topic><topic>Electricity distribution</topic><topic>Fractional controller</topic><topic>Fractional point kinetic</topic><topic>Particle swarm optimization</topic><topic>Proportional integral derivative</topic><topic>Reactor dynamic</topic><topic>Reactors</topic><topic>SMART</topic><topic>Step response</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Safarzadeh, Omid</creatorcontrib><creatorcontrib>Noori-kalkhoran, Omid</creatorcontrib><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Environment Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Environment Abstracts</collection><jtitle>Nuclear engineering and design</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Safarzadeh, Omid</au><au>Noori-kalkhoran, Omid</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A fractional PID controller based on fractional point kinetic model and particle swarm optimization for power regulation of SMART reactor</atitle><jtitle>Nuclear engineering and design</jtitle><date>2021-06</date><risdate>2021</risdate><volume>377</volume><spage>111137</spage><pages>111137-</pages><artnum>111137</artnum><issn>0029-5493</issn><eissn>1872-759X</eissn><abstract>•A Fractional and classical point kinetic models are developed for SMART reactor.•The developed model is verified in rod ejection accident.•A Fractional order PID (FOPID) control system for power level is proposed.•The FOPID is tuned by ABC, GWO, and PSO optimization algorithms.•Nichols chart is used to evaluate the robust stability.
The small modular reactor tends to drive down the price of electricity and heat, installed far from the national power grid. In order to provide the active power balance in small networks in fluctuating power demand, the output power of the reactor should be regulated. In this paper, a reactor core model for Korean integral-type small reactor, SMART, is proposed and verified in a rod ejection accident. A fractional controller intended to regulate the reactor power to chase the power demand. The particle swarm optimization has been carried out to minimize a certain cost function for step response of the original nonlinear plant. Simulation results show the excellent tracking of the desired output with practical control rod velocity and reactivity. The framework provided for the design of the FOPID shows the robust stability in the Nichols chart.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.nucengdes.2021.111137</doi></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0029-5493 |
ispartof | Nuclear engineering and design, 2021-06, Vol.377, p.111137, Article 111137 |
issn | 0029-5493 1872-759X |
language | eng |
recordid | cdi_proquest_journals_2542739324 |
source | ScienceDirect Journals (5 years ago - present) |
subjects | Control rods Controllers Cost function Electric power demand Electric power grids Electricity distribution Fractional controller Fractional point kinetic Particle swarm optimization Proportional integral derivative Reactor dynamic Reactors SMART Step response |
title | A fractional PID controller based on fractional point kinetic model and particle swarm optimization for power regulation of SMART reactor |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-12T02%3A30%3A57IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20fractional%20PID%20controller%20based%20on%20fractional%20point%20kinetic%20model%20and%20particle%20swarm%20optimization%20for%20power%20regulation%20of%20SMART%20reactor&rft.jtitle=Nuclear%20engineering%20and%20design&rft.au=Safarzadeh,%20Omid&rft.date=2021-06&rft.volume=377&rft.spage=111137&rft.pages=111137-&rft.artnum=111137&rft.issn=0029-5493&rft.eissn=1872-759X&rft_id=info:doi/10.1016/j.nucengdes.2021.111137&rft_dat=%3Cproquest_cross%3E2542739324%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2542739324&rft_id=info:pmid/&rft_els_id=S0029549321000893&rfr_iscdi=true |