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...
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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 |
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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. 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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> |
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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 |
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