Control of the temperature in a petroleum refinery heating furnace based on a robust modified Smith predictor
The robust control of the crude oil outlet temperature uniformity in a heating furnace of a petroleum refinery is addressed. A reliable dynamic model of the nominal process has been attained using a system identification procedure based on real-time data. This procedure yields a second order model w...
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Veröffentlicht in: | ISA transactions 2021-06, Vol.112, p.251-270 |
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description | The robust control of the crude oil outlet temperature uniformity in a heating furnace of a petroleum refinery is addressed. A reliable dynamic model of the nominal process has been attained using a system identification procedure based on real-time data. This procedure yields a second order model with a dominant time-delay. A PI controller embedded in a modified Smith predictor structure is therefore proposed. Sensitivity and robustness properties of this control system are analytically obtained. Based on that, a tuning procedure is developed for this control system which has lower sensitivity to disturbances than the standard Smith predictor while guaranteeing the system stability when plant parameters change. Simulations are carried out of the proposed control system and other well-known linear advanced process control systems. The comparison of the obtained results shows the superior performance of our control system in most cases, both in rejecting a variety of disturbances and in maintaining the closed-loop stability when the process parameters change.
•Temperature uniformity of the crude oil flowrate is improved by a modified SP control.•A sensitivity analysis of this modified SP controller is carried out.•A method to tune the parameters of this modified SP controller is proposed.•Stability robustness of this modified SP controller is assessed.•Simulations prove that this SP rejects disturbances better than others. |
doi_str_mv | 10.1016/j.isatra.2020.12.006 |
format | Article |
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•Temperature uniformity of the crude oil flowrate is improved by a modified SP control.•A sensitivity analysis of this modified SP controller is carried out.•A method to tune the parameters of this modified SP controller is proposed.•Stability robustness of this modified SP controller is assessed.•Simulations prove that this SP rejects disturbances better than others.</description><identifier>ISSN: 0019-0578</identifier><identifier>EISSN: 1879-2022</identifier><identifier>DOI: 10.1016/j.isatra.2020.12.006</identifier><identifier>PMID: 33308861</identifier><language>eng</language><publisher>United States: Elsevier Ltd</publisher><subject>Fuel savings ; Heating furnace ; Outlet temperature uniformity control ; Petroleum refinery ; Robust modified Smith predictor ; System identification</subject><ispartof>ISA transactions, 2021-06, Vol.112, p.251-270</ispartof><rights>2020 ISA</rights><rights>Copyright © 2020 ISA. Published by Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c362t-ab2c53fd4a3d5d5808249a10071adca03bd1f3217d3e3d9f2144c352028058043</citedby><cites>FETCH-LOGICAL-c362t-ab2c53fd4a3d5d5808249a10071adca03bd1f3217d3e3d9f2144c352028058043</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.isatra.2020.12.006$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33308861$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Feliu-Batlle, Vicente</creatorcontrib><creatorcontrib>Rivas-Perez, Raul</creatorcontrib><title>Control of the temperature in a petroleum refinery heating furnace based on a robust modified Smith predictor</title><title>ISA transactions</title><addtitle>ISA Trans</addtitle><description>The robust control of the crude oil outlet temperature uniformity in a heating furnace of a petroleum refinery is addressed. A reliable dynamic model of the nominal process has been attained using a system identification procedure based on real-time data. This procedure yields a second order model with a dominant time-delay. A PI controller embedded in a modified Smith predictor structure is therefore proposed. Sensitivity and robustness properties of this control system are analytically obtained. Based on that, a tuning procedure is developed for this control system which has lower sensitivity to disturbances than the standard Smith predictor while guaranteeing the system stability when plant parameters change. Simulations are carried out of the proposed control system and other well-known linear advanced process control systems. The comparison of the obtained results shows the superior performance of our control system in most cases, both in rejecting a variety of disturbances and in maintaining the closed-loop stability when the process parameters change.
•Temperature uniformity of the crude oil flowrate is improved by a modified SP control.•A sensitivity analysis of this modified SP controller is carried out.•A method to tune the parameters of this modified SP controller is proposed.•Stability robustness of this modified SP controller is assessed.•Simulations prove that this SP rejects disturbances better than others.</description><subject>Fuel savings</subject><subject>Heating furnace</subject><subject>Outlet temperature uniformity control</subject><subject>Petroleum refinery</subject><subject>Robust modified Smith predictor</subject><subject>System identification</subject><issn>0019-0578</issn><issn>1879-2022</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kMtKAzEUhoMoWi9vIJKlm6knyVw3ghRvILhQ1yGTnLEpncmYZIS-vSmtLl0F_nznHP6PkEsGcwasvFnNbVDRqzkHniI-BygPyIzVVZOliB-SGQBrMiiq-oSchrACAF409TE5EUJAXZdsRvqFG6J3a-o6GpdII_YjehUnj9QOVNERt9849dRjZwf0G7pEFe3wSbvJD0ojbVVAQ92W9q6dQqS9M7azKXzrbVzS0aOxOjp_To46tQ54sX_PyMfD_fviKXt5fXxe3L1kWpQ8ZqrluhCdyZUwhSlqqHneKAZQMWW0AtEa1gnOKiNQmKbjLM-1KFLrGhKdizNyvds7evc1YYiyt0Hjeq0GdFOQPK8ARFkWRULzHaq9CyF1lKO3vfIbyUBuRcuV3ImWW9GScZlEp7Gr_YWp7dH8Df2aTcDtDsDU89uil0FbHHQy4VFHaZz9_8IPTVuRXg</recordid><startdate>202106</startdate><enddate>202106</enddate><creator>Feliu-Batlle, Vicente</creator><creator>Rivas-Perez, Raul</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope></search><sort><creationdate>202106</creationdate><title>Control of the temperature in a petroleum refinery heating furnace based on a robust modified Smith predictor</title><author>Feliu-Batlle, Vicente ; Rivas-Perez, Raul</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c362t-ab2c53fd4a3d5d5808249a10071adca03bd1f3217d3e3d9f2144c352028058043</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Fuel savings</topic><topic>Heating furnace</topic><topic>Outlet temperature uniformity control</topic><topic>Petroleum refinery</topic><topic>Robust modified Smith predictor</topic><topic>System identification</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Feliu-Batlle, Vicente</creatorcontrib><creatorcontrib>Rivas-Perez, Raul</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>Feliu-Batlle, Vicente</au><au>Rivas-Perez, Raul</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Control of the temperature in a petroleum refinery heating furnace based on a robust modified Smith predictor</atitle><jtitle>ISA transactions</jtitle><addtitle>ISA Trans</addtitle><date>2021-06</date><risdate>2021</risdate><volume>112</volume><spage>251</spage><epage>270</epage><pages>251-270</pages><issn>0019-0578</issn><eissn>1879-2022</eissn><abstract>The robust control of the crude oil outlet temperature uniformity in a heating furnace of a petroleum refinery is addressed. A reliable dynamic model of the nominal process has been attained using a system identification procedure based on real-time data. This procedure yields a second order model with a dominant time-delay. A PI controller embedded in a modified Smith predictor structure is therefore proposed. Sensitivity and robustness properties of this control system are analytically obtained. Based on that, a tuning procedure is developed for this control system which has lower sensitivity to disturbances than the standard Smith predictor while guaranteeing the system stability when plant parameters change. Simulations are carried out of the proposed control system and other well-known linear advanced process control systems. The comparison of the obtained results shows the superior performance of our control system in most cases, both in rejecting a variety of disturbances and in maintaining the closed-loop stability when the process parameters change.
•Temperature uniformity of the crude oil flowrate is improved by a modified SP control.•A sensitivity analysis of this modified SP controller is carried out.•A method to tune the parameters of this modified SP controller is proposed.•Stability robustness of this modified SP controller is assessed.•Simulations prove that this SP rejects disturbances better than others.</abstract><cop>United States</cop><pub>Elsevier Ltd</pub><pmid>33308861</pmid><doi>10.1016/j.isatra.2020.12.006</doi><tpages>20</tpages></addata></record> |
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subjects | Fuel savings Heating furnace Outlet temperature uniformity control Petroleum refinery Robust modified Smith predictor System identification |
title | Control of the temperature in a petroleum refinery heating furnace based on a robust modified Smith predictor |
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