Robust sliding mode observer fault diagnosis and its application to nonlinear systems

Robust state estimation and fault diagnosis are challenging problems in the research into nonlinear systems. In this paper a sliding mode observer is proposed for a class of nonlinear systems with unknown inputs and faults. Model uncertainties, disturbances and faults are represented as structured u...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Hao Jin-Feng, Kang Jian-She, Shi Xian-Ming, Rong Li-Qing
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1453
container_issue
container_start_page 1450
container_title
container_volume
creator Hao Jin-Feng
Kang Jian-She
Shi Xian-Ming
Rong Li-Qing
description Robust state estimation and fault diagnosis are challenging problems in the research into nonlinear systems. In this paper a sliding mode observer is proposed for a class of nonlinear systems with unknown inputs and faults. Model uncertainties, disturbances and faults are represented as structured unknown inputs. We analyzed the robustness of sliding model control system and put forward a fault diagnosis method using sliding mode observer for fault diagnosis of uncertain control system. Robustness to model uncertainties and disturbances can be guaranteed for the sliding mode observer by disturbance decoupling. The method can supply a stable estimation of the state response of uncertain control system under normal disturbance, and furthermore realize the diagnosis for fault disturbance. The results proved the feasibility of the method.
doi_str_mv 10.1109/ICICEE.2012.549
format Conference Proceeding
fullrecord <record><control><sourceid>ieee_6IE</sourceid><recordid>TN_cdi_ieee_primary_6322671</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>6322671</ieee_id><sourcerecordid>6322671</sourcerecordid><originalsourceid>FETCH-LOGICAL-i175t-66809cf40dc6ec380011f3b5c2817632c75d9dff6d1c765a686b5307a98166ae3</originalsourceid><addsrcrecordid>eNotjEFLwzAYQCMiqHNnD17yB1bzNc2X5Cil6mAgiDuPNElHpEtKkwn79xb0Xd7pPUIegVUATD9v223bdVXNoK5Eo6_IWkvFJGrRSF3za3IPDUoOjWBwS9Y5f7MFBYorcUf2n6k_50LzGFyIR3pKztPUZz__-JkO5jwW6oI5xpRDpiY6GsriaRqDNSWkSEuiMcUxRG9mmi-5-FN-IDeDGbNf_3tF9q_dV_u-2X28bduX3SaAFGWDqJi2Q8OcRW-5Ygxg4L2wtQKJvLZSOO2GAR1YicKgwl5wJo1WgGg8X5Gnv2_w3h-mOZzMfDksZY0S-C9J_VIW</addsrcrecordid><sourcetype>Publisher</sourcetype><iscdi>true</iscdi><recordtype>conference_proceeding</recordtype></control><display><type>conference_proceeding</type><title>Robust sliding mode observer fault diagnosis and its application to nonlinear systems</title><source>IEEE Electronic Library (IEL) Conference Proceedings</source><creator>Hao Jin-Feng ; Kang Jian-She ; Shi Xian-Ming ; Rong Li-Qing</creator><creatorcontrib>Hao Jin-Feng ; Kang Jian-She ; Shi Xian-Ming ; Rong Li-Qing</creatorcontrib><description>Robust state estimation and fault diagnosis are challenging problems in the research into nonlinear systems. In this paper a sliding mode observer is proposed for a class of nonlinear systems with unknown inputs and faults. Model uncertainties, disturbances and faults are represented as structured unknown inputs. We analyzed the robustness of sliding model control system and put forward a fault diagnosis method using sliding mode observer for fault diagnosis of uncertain control system. Robustness to model uncertainties and disturbances can be guaranteed for the sliding mode observer by disturbance decoupling. The method can supply a stable estimation of the state response of uncertain control system under normal disturbance, and furthermore realize the diagnosis for fault disturbance. The results proved the feasibility of the method.</description><identifier>ISBN: 1467314501</identifier><identifier>ISBN: 9781467314503</identifier><identifier>EISBN: 9780769547923</identifier><identifier>EISBN: 0769547923</identifier><identifier>DOI: 10.1109/ICICEE.2012.549</identifier><identifier>CODEN: IEEPAD</identifier><language>eng</language><publisher>IEEE</publisher><subject>Control systems ; Educational institutions ; Fault detection ; Fault diagnosis ; Nonlinear systems ; Observers ; Robustness</subject><ispartof>2012 International Conference on Industrial Control and Electronics Engineering, 2012, p.1450-1453</ispartof><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6322671$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>309,310,776,780,785,786,2052,27902,54895</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6322671$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Hao Jin-Feng</creatorcontrib><creatorcontrib>Kang Jian-She</creatorcontrib><creatorcontrib>Shi Xian-Ming</creatorcontrib><creatorcontrib>Rong Li-Qing</creatorcontrib><title>Robust sliding mode observer fault diagnosis and its application to nonlinear systems</title><title>2012 International Conference on Industrial Control and Electronics Engineering</title><addtitle>icicee</addtitle><description>Robust state estimation and fault diagnosis are challenging problems in the research into nonlinear systems. In this paper a sliding mode observer is proposed for a class of nonlinear systems with unknown inputs and faults. Model uncertainties, disturbances and faults are represented as structured unknown inputs. We analyzed the robustness of sliding model control system and put forward a fault diagnosis method using sliding mode observer for fault diagnosis of uncertain control system. Robustness to model uncertainties and disturbances can be guaranteed for the sliding mode observer by disturbance decoupling. The method can supply a stable estimation of the state response of uncertain control system under normal disturbance, and furthermore realize the diagnosis for fault disturbance. The results proved the feasibility of the method.</description><subject>Control systems</subject><subject>Educational institutions</subject><subject>Fault detection</subject><subject>Fault diagnosis</subject><subject>Nonlinear systems</subject><subject>Observers</subject><subject>Robustness</subject><isbn>1467314501</isbn><isbn>9781467314503</isbn><isbn>9780769547923</isbn><isbn>0769547923</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2012</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNotjEFLwzAYQCMiqHNnD17yB1bzNc2X5Cil6mAgiDuPNElHpEtKkwn79xb0Xd7pPUIegVUATD9v223bdVXNoK5Eo6_IWkvFJGrRSF3za3IPDUoOjWBwS9Y5f7MFBYorcUf2n6k_50LzGFyIR3pKztPUZz__-JkO5jwW6oI5xpRDpiY6GsriaRqDNSWkSEuiMcUxRG9mmi-5-FN-IDeDGbNf_3tF9q_dV_u-2X28bduX3SaAFGWDqJi2Q8OcRW-5Ygxg4L2wtQKJvLZSOO2GAR1YicKgwl5wJo1WgGg8X5Gnv2_w3h-mOZzMfDksZY0S-C9J_VIW</recordid><startdate>201208</startdate><enddate>201208</enddate><creator>Hao Jin-Feng</creator><creator>Kang Jian-She</creator><creator>Shi Xian-Ming</creator><creator>Rong Li-Qing</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201208</creationdate><title>Robust sliding mode observer fault diagnosis and its application to nonlinear systems</title><author>Hao Jin-Feng ; Kang Jian-She ; Shi Xian-Ming ; Rong Li-Qing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-66809cf40dc6ec380011f3b5c2817632c75d9dff6d1c765a686b5307a98166ae3</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Control systems</topic><topic>Educational institutions</topic><topic>Fault detection</topic><topic>Fault diagnosis</topic><topic>Nonlinear systems</topic><topic>Observers</topic><topic>Robustness</topic><toplevel>online_resources</toplevel><creatorcontrib>Hao Jin-Feng</creatorcontrib><creatorcontrib>Kang Jian-She</creatorcontrib><creatorcontrib>Shi Xian-Ming</creatorcontrib><creatorcontrib>Rong Li-Qing</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Hao Jin-Feng</au><au>Kang Jian-She</au><au>Shi Xian-Ming</au><au>Rong Li-Qing</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Robust sliding mode observer fault diagnosis and its application to nonlinear systems</atitle><btitle>2012 International Conference on Industrial Control and Electronics Engineering</btitle><stitle>icicee</stitle><date>2012-08</date><risdate>2012</risdate><spage>1450</spage><epage>1453</epage><pages>1450-1453</pages><isbn>1467314501</isbn><isbn>9781467314503</isbn><eisbn>9780769547923</eisbn><eisbn>0769547923</eisbn><coden>IEEPAD</coden><abstract>Robust state estimation and fault diagnosis are challenging problems in the research into nonlinear systems. In this paper a sliding mode observer is proposed for a class of nonlinear systems with unknown inputs and faults. Model uncertainties, disturbances and faults are represented as structured unknown inputs. We analyzed the robustness of sliding model control system and put forward a fault diagnosis method using sliding mode observer for fault diagnosis of uncertain control system. Robustness to model uncertainties and disturbances can be guaranteed for the sliding mode observer by disturbance decoupling. The method can supply a stable estimation of the state response of uncertain control system under normal disturbance, and furthermore realize the diagnosis for fault disturbance. The results proved the feasibility of the method.</abstract><pub>IEEE</pub><doi>10.1109/ICICEE.2012.549</doi><tpages>4</tpages></addata></record>
fulltext fulltext_linktorsrc
identifier ISBN: 1467314501
ispartof 2012 International Conference on Industrial Control and Electronics Engineering, 2012, p.1450-1453
issn
language eng
recordid cdi_ieee_primary_6322671
source IEEE Electronic Library (IEL) Conference Proceedings
subjects Control systems
Educational institutions
Fault detection
Fault diagnosis
Nonlinear systems
Observers
Robustness
title Robust sliding mode observer fault diagnosis and its application to nonlinear systems
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-29T16%3A26%3A35IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ieee_6IE&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=proceeding&rft.atitle=Robust%20sliding%20mode%20observer%20fault%20diagnosis%20and%20its%20application%20to%20nonlinear%20systems&rft.btitle=2012%20International%20Conference%20on%20Industrial%20Control%20and%20Electronics%20Engineering&rft.au=Hao%20Jin-Feng&rft.date=2012-08&rft.spage=1450&rft.epage=1453&rft.pages=1450-1453&rft.isbn=1467314501&rft.isbn_list=9781467314503&rft.coden=IEEPAD&rft_id=info:doi/10.1109/ICICEE.2012.549&rft_dat=%3Cieee_6IE%3E6322671%3C/ieee_6IE%3E%3Curl%3E%3C/url%3E&rft.eisbn=9780769547923&rft.eisbn_list=0769547923&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=6322671&rfr_iscdi=true