Wide-range model predictive control for aero-engine transient state

To perform transient state control of an aero-engine, a structure that combines linear controller and min–max selector is widely adopted, which is inherently conservative and therefore limits the fulfillment of the engine potential. Model predictive control is a new control method that has vast appl...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Chinese journal of aeronautics 2022-07, Vol.35 (7), p.246-260
Hauptverfasser: YU, Bing, LI, Zhouyang, KE, Hongwei, ZHANG, Tianhong
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 260
container_issue 7
container_start_page 246
container_title Chinese journal of aeronautics
container_volume 35
creator YU, Bing
LI, Zhouyang
KE, Hongwei
ZHANG, Tianhong
description To perform transient state control of an aero-engine, a structure that combines linear controller and min–max selector is widely adopted, which is inherently conservative and therefore limits the fulfillment of the engine potential. Model predictive control is a new control method that has vast application prospects in the field of aero-engine control. Therefore, this paper proposes a wide-range model predictive controller that can control the engine over a wide range within the flight envelope. This paper first introduces the engine parameters and the model prediction algorithm used by the controller. Then a wide-range model prediction controller with a three-layer nested structure is presented. These three layers of the structure are univariate controller, nominal point controller, and wide-range controller from inside to outside. Finally, by analyzing and verifying the effectiveness of the univariate controller for small-range variations and the wide-range model predictive controller for large-range parameter variations, it is demonstrated that the controller can schedule the controller’s output based on inlet altitude, Mach number, and low-pressure shaft corrected speed, and ensure that the limits are not exceeded. It is concluded that the designed wide-range model predictive controller has good dynamic effect and safety.
doi_str_mv 10.1016/j.cja.2021.10.015
format Article
fullrecord <record><control><sourceid>wanfang_jour_cross</sourceid><recordid>TN_cdi_wanfang_journals_hkxb_e202207019</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><wanfj_id>hkxb_e202207019</wanfj_id><els_id>S1000936121003861</els_id><sourcerecordid>hkxb_e202207019</sourcerecordid><originalsourceid>FETCH-LOGICAL-c372t-3ae6dd73953d1a5424ce473b64fcb6eeccb3c3edffdd55c1f3b610d3943336513</originalsourceid><addsrcrecordid>eNp9kLtOAzEQRV2ARAh8AJ07ql1m1vvQigpFPCJFogFRWl57HLwk68g2Af4eR6GmssZz78zcw9gVQomA7c1Y6lGVFVSY6xKwOWEzBICiFy2esfMYRwDRdwgztnhzhoqgpjXxrTe04btAxunk9sS1n1LwG2594IqCL2hau4l4yvroaEo8JpXogp1atYl0-ffO2evD_cviqVg9Py4Xd6tCi65KhVDUGtOJvhEGVVNXtaa6E0NbWz20RFoPQgsy1hrTNBptbiEY0ddCiLZBMWfXx7lfarL5Yjn6zzDljfL943uQlBNX0AH2WYlHpQ4-xkBW7oLbqvAjEeSBkRxlZiQPjA5fmVH23B49lCPsHQUZdc6oM41AOknj3T_uX_D1cVw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Wide-range model predictive control for aero-engine transient state</title><source>Elsevier ScienceDirect Journals Complete</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>YU, Bing ; LI, Zhouyang ; KE, Hongwei ; ZHANG, Tianhong</creator><creatorcontrib>YU, Bing ; LI, Zhouyang ; KE, Hongwei ; ZHANG, Tianhong</creatorcontrib><description>To perform transient state control of an aero-engine, a structure that combines linear controller and min–max selector is widely adopted, which is inherently conservative and therefore limits the fulfillment of the engine potential. Model predictive control is a new control method that has vast application prospects in the field of aero-engine control. Therefore, this paper proposes a wide-range model predictive controller that can control the engine over a wide range within the flight envelope. This paper first introduces the engine parameters and the model prediction algorithm used by the controller. Then a wide-range model prediction controller with a three-layer nested structure is presented. These three layers of the structure are univariate controller, nominal point controller, and wide-range controller from inside to outside. Finally, by analyzing and verifying the effectiveness of the univariate controller for small-range variations and the wide-range model predictive controller for large-range parameter variations, it is demonstrated that the controller can schedule the controller’s output based on inlet altitude, Mach number, and low-pressure shaft corrected speed, and ensure that the limits are not exceeded. It is concluded that the designed wide-range model predictive controller has good dynamic effect and safety.</description><identifier>ISSN: 1000-9361</identifier><identifier>DOI: 10.1016/j.cja.2021.10.015</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Flight envelopes ; Model predictive control ; Predictive control systems ; Transients ; Turbines</subject><ispartof>Chinese journal of aeronautics, 2022-07, Vol.35 (7), p.246-260</ispartof><rights>2021 Chinese Society of Aeronautics and Astronautics</rights><rights>Copyright © Wanfang Data Co. Ltd. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c372t-3ae6dd73953d1a5424ce473b64fcb6eeccb3c3edffdd55c1f3b610d3943336513</citedby><cites>FETCH-LOGICAL-c372t-3ae6dd73953d1a5424ce473b64fcb6eeccb3c3edffdd55c1f3b610d3943336513</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.wanfangdata.com.cn/images/PeriodicalImages/hkxb-e/hkxb-e.jpg</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.cja.2021.10.015$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids></links><search><creatorcontrib>YU, Bing</creatorcontrib><creatorcontrib>LI, Zhouyang</creatorcontrib><creatorcontrib>KE, Hongwei</creatorcontrib><creatorcontrib>ZHANG, Tianhong</creatorcontrib><title>Wide-range model predictive control for aero-engine transient state</title><title>Chinese journal of aeronautics</title><description>To perform transient state control of an aero-engine, a structure that combines linear controller and min–max selector is widely adopted, which is inherently conservative and therefore limits the fulfillment of the engine potential. Model predictive control is a new control method that has vast application prospects in the field of aero-engine control. Therefore, this paper proposes a wide-range model predictive controller that can control the engine over a wide range within the flight envelope. This paper first introduces the engine parameters and the model prediction algorithm used by the controller. Then a wide-range model prediction controller with a three-layer nested structure is presented. These three layers of the structure are univariate controller, nominal point controller, and wide-range controller from inside to outside. Finally, by analyzing and verifying the effectiveness of the univariate controller for small-range variations and the wide-range model predictive controller for large-range parameter variations, it is demonstrated that the controller can schedule the controller’s output based on inlet altitude, Mach number, and low-pressure shaft corrected speed, and ensure that the limits are not exceeded. It is concluded that the designed wide-range model predictive controller has good dynamic effect and safety.</description><subject>Flight envelopes</subject><subject>Model predictive control</subject><subject>Predictive control systems</subject><subject>Transients</subject><subject>Turbines</subject><issn>1000-9361</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kLtOAzEQRV2ARAh8AJ07ql1m1vvQigpFPCJFogFRWl57HLwk68g2Af4eR6GmssZz78zcw9gVQomA7c1Y6lGVFVSY6xKwOWEzBICiFy2esfMYRwDRdwgztnhzhoqgpjXxrTe04btAxunk9sS1n1LwG2594IqCL2hau4l4yvroaEo8JpXogp1atYl0-ffO2evD_cviqVg9Py4Xd6tCi65KhVDUGtOJvhEGVVNXtaa6E0NbWz20RFoPQgsy1hrTNBptbiEY0ddCiLZBMWfXx7lfarL5Yjn6zzDljfL943uQlBNX0AH2WYlHpQ4-xkBW7oLbqvAjEeSBkRxlZiQPjA5fmVH23B49lCPsHQUZdc6oM41AOknj3T_uX_D1cVw</recordid><startdate>20220701</startdate><enddate>20220701</enddate><creator>YU, Bing</creator><creator>LI, Zhouyang</creator><creator>KE, Hongwei</creator><creator>ZHANG, Tianhong</creator><general>Elsevier Ltd</general><general>Jiangsu Province Key Laboratory of Aerospace Power System,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China%Institute of Aeronautical Control System,Wuxi 214063,China</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>2B.</scope><scope>4A8</scope><scope>92I</scope><scope>93N</scope><scope>PSX</scope><scope>TCJ</scope></search><sort><creationdate>20220701</creationdate><title>Wide-range model predictive control for aero-engine transient state</title><author>YU, Bing ; LI, Zhouyang ; KE, Hongwei ; ZHANG, Tianhong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c372t-3ae6dd73953d1a5424ce473b64fcb6eeccb3c3edffdd55c1f3b610d3943336513</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Flight envelopes</topic><topic>Model predictive control</topic><topic>Predictive control systems</topic><topic>Transients</topic><topic>Turbines</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>YU, Bing</creatorcontrib><creatorcontrib>LI, Zhouyang</creatorcontrib><creatorcontrib>KE, Hongwei</creatorcontrib><creatorcontrib>ZHANG, Tianhong</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>Wanfang Data Journals - Hong Kong</collection><collection>WANFANG Data Centre</collection><collection>Wanfang Data Journals</collection><collection>万方数据期刊 - 香港版</collection><collection>China Online Journals (COJ)</collection><collection>China Online Journals (COJ)</collection><jtitle>Chinese journal of aeronautics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>YU, Bing</au><au>LI, Zhouyang</au><au>KE, Hongwei</au><au>ZHANG, Tianhong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Wide-range model predictive control for aero-engine transient state</atitle><jtitle>Chinese journal of aeronautics</jtitle><date>2022-07-01</date><risdate>2022</risdate><volume>35</volume><issue>7</issue><spage>246</spage><epage>260</epage><pages>246-260</pages><issn>1000-9361</issn><abstract>To perform transient state control of an aero-engine, a structure that combines linear controller and min–max selector is widely adopted, which is inherently conservative and therefore limits the fulfillment of the engine potential. Model predictive control is a new control method that has vast application prospects in the field of aero-engine control. Therefore, this paper proposes a wide-range model predictive controller that can control the engine over a wide range within the flight envelope. This paper first introduces the engine parameters and the model prediction algorithm used by the controller. Then a wide-range model prediction controller with a three-layer nested structure is presented. These three layers of the structure are univariate controller, nominal point controller, and wide-range controller from inside to outside. Finally, by analyzing and verifying the effectiveness of the univariate controller for small-range variations and the wide-range model predictive controller for large-range parameter variations, it is demonstrated that the controller can schedule the controller’s output based on inlet altitude, Mach number, and low-pressure shaft corrected speed, and ensure that the limits are not exceeded. It is concluded that the designed wide-range model predictive controller has good dynamic effect and safety.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.cja.2021.10.015</doi><tpages>15</tpages><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 1000-9361
ispartof Chinese journal of aeronautics, 2022-07, Vol.35 (7), p.246-260
issn 1000-9361
language eng
recordid cdi_wanfang_journals_hkxb_e202207019
source Elsevier ScienceDirect Journals Complete; EZB-FREE-00999 freely available EZB journals
subjects Flight envelopes
Model predictive control
Predictive control systems
Transients
Turbines
title Wide-range model predictive control for aero-engine transient state
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-08T00%3A03%3A10IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-wanfang_jour_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Wide-range%20model%20predictive%20control%20for%20aero-engine%20transient%20state&rft.jtitle=Chinese%20journal%20of%20aeronautics&rft.au=YU,%20Bing&rft.date=2022-07-01&rft.volume=35&rft.issue=7&rft.spage=246&rft.epage=260&rft.pages=246-260&rft.issn=1000-9361&rft_id=info:doi/10.1016/j.cja.2021.10.015&rft_dat=%3Cwanfang_jour_cross%3Ehkxb_e202207019%3C/wanfang_jour_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_wanfj_id=hkxb_e202207019&rft_els_id=S1000936121003861&rfr_iscdi=true