{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T07:05:31Z","timestamp":1777705531535,"version":"3.51.4"},"reference-count":20,"publisher":"SAGE Publications","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IFS"],"published-print":{"date-parts":[[2023,3,9]]},"abstract":"<jats:p>A novel for an integrated fault and states estimator was proposed for the generalized linear discrete-time system with disturbances. The proposed scheme was based on a Self-Organizing fuzzy Luenberger system to estimate the states and approximate the fault information simultaneously for the generalized linear discrete-time system. For this purpose, a generalized linear discrete-time system with disturbances was transformed into an equivalent standard state-space system with disturbances and faults. Then, the faults and disturbances of generalized linear discrete-time system can be separated with the coordinate transform, meanwhile the Self-Organizing fuzzy Luenberger estimator was designed to obtain the accurate fault information. Based on the obtained fault information, the fault detection experiments were performed, and the fault feature parameters required for fault isolation were determined. Finally, the proposed strategy was applied for a direct current motor to demonstrate the effectiveness of the proposed approach.<\/jats:p>","DOI":"10.3233\/jifs-222890","type":"journal-article","created":{"date-parts":[[2022,12,9]],"date-time":"2022-12-09T10:08:39Z","timestamp":1670580519000},"page":"4357-4370","source":"Crossref","is-referenced-by-count":0,"title":["A fault detection method based on the self-organizing fuzzy Luenberger for the generalized linear discrete time system with disturbances"],"prefix":"10.1177","volume":"44","author":[{"given":"Zhiyong","family":"Liu","sequence":"first","affiliation":[{"name":"XianYang Vocational Technical College, Xian Yang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ying","family":"Jin","sequence":"additional","affiliation":[{"name":"XianYang Vocational Technical College, Xian Yang, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong","family":"Bao","sequence":"additional","affiliation":[{"name":"Key Laboratory of Electronic Equipment Structure Design Ministry of Education at Xidian University, Xian, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Mechanical and Power Engineering, Henan Polytech University, Jiaozuo, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"issue":"1","key":"10.3233\/JIFS-222890_ref1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2021\/8825609","article-title":"Actuator fault detection for discrete-time descriptor systems via a convex unknown input observer with unknown scheduling variables","volume":"2021","author":"Martinez","year":"2021","journal-title":"Mathematical Problems in Engineering"},{"issue":"12","key":"10.3233\/JIFS-222890_ref2","doi-asserted-by":"crossref","first-page":"5316","DOI":"10.1109\/TCSI.2020.3015887","article-title":"Fault-tolerant control based on virtual actuator and sensor for discrete-time descriptor systems","volume":"67","author":"Wang","year":"2020","journal-title":"IEEE Transactions on Circuits and Systems I: Regular Papers"},{"issue":"8","key":"10.3233\/JIFS-222890_ref3","doi-asserted-by":"crossref","first-page":"1867","DOI":"10.1080\/00207179.2018.1535716","article-title":"Fault detection and isolation fordiscrete-time descriptor systems based on H\u2013 \/L\u221eobserver and zonotopic residual evaluation","volume":"9","author":"Tang","year":"2020","journal-title":"InternationalJournal of Control"},{"issue":"3","key":"10.3233\/JIFS-222890_ref4","doi-asserted-by":"crossref","first-page":"1028","DOI":"10.1109\/TCST.2016.2582147","article-title":"System identification and fault diagnosis of an electromagnetic actuator","volume":"25","author":"Alexandru","year":"2017","journal-title":"IEEE Transactions on Control Systems Technology"},{"issue":"4","key":"10.3233\/JIFS-222890_ref5","doi-asserted-by":"crossref","first-page":"1132","DOI":"10.1109\/TAC.2017.2742402","article-title":"Fault estimation filter design with guaranteed stability using markov parameters","volume":"63","author":"Wan","year":"2018","journal-title":"IEEE Transactions on Automatic Control"},{"key":"10.3233\/JIFS-222890_ref6","doi-asserted-by":"crossref","first-page":"2009","DOI":"10.1016\/j.neucom.2017.10.041","article-title":"Neural network-basedH\u221e sliding mode control for nonlinear systems withactuator faults and unmatched disturbances,","volume":"275","author":"Qu","year":"2018","journal-title":"Neurocomputing"},{"issue":"3","key":"10.3233\/JIFS-222890_ref7","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1109\/TAC.2017.2735547","article-title":"Convergent fault estimation for linear systems with faults and disturbances","volume":"63","author":"Huang","year":"2018","journal-title":"ransactions on Automatic Control"},{"key":"10.3233\/JIFS-222890_ref9","doi-asserted-by":"crossref","first-page":"125181","DOI":"10.1016\/j.amc.2020.125181","article-title":"Fuzzy fault detection of conic-type nonlinear systems within the finite frequency domain","volume":"378","author":"Wang","year":"2020","journal-title":"Applied Mathematics and Computation"},{"issue":"1","key":"10.3233\/JIFS-222890_ref10","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1007\/s12543-010-0037-6","article-title":"Robust fuzzy fault detection and isolation approach applied to surge in centrifugal compressor modeling and control","volume":"2","author":"Hafaifa","year":"2019","journal-title":"Fuzzy Information and Engineering"},{"key":"10.3233\/JIFS-222890_ref11","doi-asserted-by":"crossref","unstructured":"Vinai K. , Singh, Approximations of Fuzzy Systems Indonesian Journal of Electrical Engineering and Informatics, 1(1) (2013), 14\u201320.","DOI":"10.11591\/ijeei.v1i1.52"},{"issue":"8","key":"10.3233\/JIFS-222890_ref12","doi-asserted-by":"crossref","first-page":"1104","DOI":"10.1049\/cth2.12107","article-title":"Adaptive fuzzy fault-tolerant controlof seat active suspension systems with actuator fault, () \u2013","volume":"15","author":"Zhang","year":"2021","journal-title":"IETControl Theory & Applications"},{"issue":"6","key":"10.3233\/JIFS-222890_ref13","doi-asserted-by":"crossref","first-page":"6859","DOI":"10.3233\/JIFS-210770","article-title":"Approximation factor of the piecewise linear functions in Mamdani fuzzy system and its realization processl, () \u2013","volume":"41","author":"Tao","year":"2021","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"issue":"20","key":"10.3233\/JIFS-222890_ref14","first-page":"15113","article-title":"Approximation of two-variable functions using high-order Takagi\u2013 Sugeno fuzzy systems, sparse regressions, and metaheuristic optimization. Soft computing: a fusion of foundations, () 3\u2013","volume":"24","author":"Krzysztof Wiktorowicz","year":"2020","journal-title":"Methodologies and Applications"},{"issue":"1","key":"10.3233\/JIFS-222890_ref15","doi-asserted-by":"crossref","first-page":"105","DOI":"10.1016\/j.jclepro.2018.04.169","article-title":"A multi-criteria decision-making framework for risk ranking of energy performance contracting project under picture fuzzy environment","volume":"191","author":"Wang","year":"2018","journal-title":"Journal of Cleaner Production"},{"issue":"7","key":"10.3233\/JIFS-222890_ref16","first-page":"570","article-title":"Fuzzy basis function network based approach for fault information detection in unknown systems, () \u2013","volume":"29","author":"Song","year":"2003","journal-title":"Journal of Beijing University of Aeronautics and Astronautics"},{"issue":"3","key":"10.3233\/JIFS-222890_ref17","doi-asserted-by":"crossref","first-page":"972","DOI":"10.1007\/s12555-017-0546-8","article-title":"Adaptive observer and fault tolerant control for takagi-sugeno descriptor nonlinear systems with sensor and actuator faults","volume":"16","author":"Kharrat Dhouha","year":"2018","journal-title":"International Journal of Control, Automation and Systems"},{"key":"10.3233\/JIFS-222890_ref18","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1016\/j.ast.2018.02.032","article-title":"Disturbance observer based reliableH\u221e fuzzy attitude tracking control for Mars entry vehicleswith actuator failures","volume":"77","author":"Wu","year":"2018","journal-title":"Aerospace Science and Technology"},{"issue":"5","key":"10.3233\/JIFS-222890_ref19","first-page":"1","article-title":"et al. Fault estimator and diagnosis for generalized linear discrete-time system via self-constructing fuzzy UKF method","volume":"22","author":"Liu","year":"2020","journal-title":"International Journal of Fuzzy Systems"},{"key":"10.3233\/JIFS-222890_ref20","first-page":"1","article-title":"Adaptive reduced dimension fuzzy decoupling control method with its application to a deployable antenna panel","volume":"2018","author":"Liu","year":"2018","journal-title":"International Journal of Aerospace Engineering"},{"issue":"3","key":"10.3233\/JIFS-222890_ref22","doi-asserted-by":"crossref","first-page":"1028","DOI":"10.1109\/TCST.2016.2582147","article-title":"System identification and fault diagnosis of an electromagnetic actuator","volume":"25","author":"Forrai","year":"2017","journal-title":"IEEE Trans. Control Syst. Technol."}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/JIFS-222890","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:44:08Z","timestamp":1777455848000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/JIFS-222890"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,9]]},"references-count":20,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.3233\/jifs-222890","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,3,9]]}}}