{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T19:36:22Z","timestamp":1773084982255,"version":"3.50.1"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2017,10,14]],"date-time":"2017-10-14T00:00:00Z","timestamp":1507939200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2019,7]]},"DOI":"10.1007\/s00521-017-3226-y","type":"journal-article","created":{"date-parts":[[2017,10,14]],"date-time":"2017-10-14T14:53:56Z","timestamp":1507992836000},"page":"2741-2747","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Efficient anomaly classification for spacecraft reaction wheels"],"prefix":"10.1007","volume":"31","author":[{"given":"Ehab A.","family":"Omran","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wael A.","family":"Murtada","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,10,14]]},"reference":[{"key":"3226_CR1","unstructured":"Ure N, Kaya Y, Inalhan G, (2011) The development of a software and hardware in the-loop test system for ITU-PSAT nano satellite ADCS. In: IEEE aerospace conference, vol 16. pp 1\u201315"},{"key":"3226_CR2","unstructured":"Boskovic JD, Li SM, Mehra RK (1999) Intelligent control of spacecraft in the presence of actuator failures, In: 38th IEEE conference on decision and control, vol 5. IEEE, 6:4472\u20134477"},{"issue":"5","key":"3226_CR3","doi-asserted-by":"publisher","first-page":"710","DOI":"10.1016\/j.actaastro.2009.03.002","volume":"65","author":"F Pirmoradi","year":"2009","unstructured":"Pirmoradi F, Sassani F, De Silva C (2009) Fault detection and diagnosis in a spacecraft ADCS. Acta Astronaut 65(5):710\u2013729","journal-title":"Acta Astronaut"},{"issue":"19","key":"3226_CR4","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1016\/S0098-1354(02)00160-6","volume":"27","author":"V Venkatasubramanian","year":"2003","unstructured":"Venkatasubramanian V et al (2003) A review of process fault detection and diagnosis part I: Quantitative model-based methods. Comput Chem Eng 27(19):293\u2013311","journal-title":"Comput Chem Eng"},{"issue":"14","key":"3226_CR5","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1016\/S0098-1354(02)00161-8","volume":"27","author":"V Venkatasubramanian","year":"2003","unstructured":"Venkatasubramanian V et al (2003) A review of process fault detection and diagnosis part II: Qualitative models and search strategies. Comput Chem Eng 27(14):313\u2013326","journal-title":"Comput Chem Eng"},{"issue":"20","key":"3226_CR6","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1016\/S0098-1354(02)00162-X","volume":"27","author":"V Venkatasubramanian","year":"2003","unstructured":"Venkatasubramanian V et al (2003) A review of process fault detection and diagnosis part III: Process history based methods. Comput Chem Eng 27(20):327\u2013346","journal-title":"Comput Chem Eng"},{"key":"3226_CR7","unstructured":"Al-Zyoud IAD, Khorasani K (2005) Detection of actuator faults using a dynamic neural network for the attitude control subsystem of a satellite. In: Conference on neural networks, Montreal, Canada, vol 5. pp 1747\u20131751"},{"key":"3226_CR8","unstructured":"Wu Q, Saif M (2005) Neural adaptive observer based fault detection and identification for satellite attitude control systems. In: 2005 American control conference, USA, vol 5. pp 1055\u20131059"},{"key":"3226_CR9","unstructured":"Li ZQ, Ma L, Khorasani K (2006) A dynamic neural network-based reaction wheel fault diagnosis for satellites. In: International joint conference on neural networks, vol 8. Vancouver, BC, Canada, pp 3714\u20133721"},{"key":"3226_CR10","unstructured":"Talebi HA, Patel RV (2006) An intelligent fault detection and recovery scheme for reaction wheel actuator of satellite attitude control systems. In: IEEE international conference on control applications Munich, Germany, vol 6. pp 3282\u20133287"},{"key":"3226_CR11","doi-asserted-by":"publisher","first-page":"29","DOI":"10.3166\/ejc.15.29-44","volume":"16","author":"RR Selmic","year":"2009","unstructured":"Selmic RR, Polycarpou Marios M, Parisin T (2009) Actuator fault detection in nonlinear uncertain systems using neural on-line approximation models. Eur J Control EUCA No. 1 16:29\u201344","journal-title":"Eur J Control EUCA No. 1"},{"issue":"10","key":"3226_CR12","doi-asserted-by":"publisher","first-page":"1022","DOI":"10.4304\/jcp.4.10.1022-1032","volume":"4","author":"Q Wu","year":"2009","unstructured":"Wu Q, Saif M (2009) Model-based robust fault diagnosis for satellite control systems using learning and sliding mode approaches. J Comput 4(10):1022\u20131032","journal-title":"J Comput"},{"key":"3226_CR13","doi-asserted-by":"crossref","unstructured":"Baldi P, Castaldi P, et al (2010) Fault diagnosis and control reconfiguration for satellite reaction wheels. In: Conference on control and fault tolerant systems, France, vol 6. pp 143\u2013148","DOI":"10.1109\/SYSTOL.2010.5676066"},{"key":"3226_CR14","unstructured":"Long X et al (2011) Anomaly detection of spacecraft based on least squares support vector machine. In: Prognostics and system health management conference, Shenzhen, vol 6. pp 1\u20136"},{"key":"3226_CR15","doi-asserted-by":"crossref","unstructured":"Regaieg M et al (2013) Fault detection and isolation of spacecraft thrusters by using principal component analysis. In: 4th European conference for aerospace sciences, Algiers, vol 6. pp 1\u20136","DOI":"10.1109\/ICoSC.2013.6750832"},{"key":"3226_CR16","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1016\/j.conengprac.2014.01.013","volume":"26","author":"HM Odendaal","year":"2014","unstructured":"Odendaal HM, Jones Th (2014) \u201cActuator fault detection and isolation: an optimised parity space approach. ELSEVIER Control Eng Pract 26:222\u2013232","journal-title":"ELSEVIER Control Eng Pract"},{"key":"3226_CR17","doi-asserted-by":"crossref","unstructured":"Gueddi I, Nasri O, Benothman K, Dague P (2015) VPCA-based fault diagnosis of spacecraft reaction wheels. In: XXV conference on information, communication, and automation technology, Sarajevo, vol 6. pp 1\u20136","DOI":"10.1109\/ICAT.2015.7340524"},{"key":"3226_CR18","unstructured":"Gao Y et al (2012) Fault detection and diagnosis for spacecraft using principal component analysis and support vector machines. In: 7th IEEE conference on industrial electronics and applications (ICIEA), Singapore, vol 5. pp 1984\u20131988"},{"key":"3226_CR19","unstructured":"Baldi P et al (2016) Combined geometric and neural network approach to generic fault diagnosis in satellite actuators and sensors. In: 20th IFAC symposium on automatic control in aerospace sherbrooke, Quebec, Canada, vol 49(No. 17), 6, pp 432\u2013437"},{"issue":"1","key":"3226_CR20","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1108\/IJIUS-02-2013-0011","volume":"2","author":"S Mousavi","year":"2014","unstructured":"Mousavi S, Khorasani K (2014) Fault detection of reaction wheels in attitude control subsystem of formation flying satellites. Int J Intell Unmanned Syst 2(1):2\u201326","journal-title":"Int J Intell Unmanned Syst"},{"key":"3226_CR21","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1109\/TAC.1959.1104897","volume":"4","author":"R Froelich","year":"1959","unstructured":"Froelich R, Papapoff H (1959) Reaction wheel attitude control for space vehicles. Autom Control IRE Trans 4:139\u2013149","journal-title":"Autom Control IRE Trans"},{"key":"3226_CR22","unstructured":"Bialke B (1998) High fidelity mathematical modeling of reaction wheel performance. In: 21th annual American astronautical society guidance and control conference, vol 14. pp 483\u2013496"},{"issue":"1","key":"3226_CR23","doi-asserted-by":"publisher","first-page":"532","DOI":"10.1109\/TPWRD.2004.839739","volume":"20","author":"MM Tawfik","year":"2005","unstructured":"Tawfik MM, Morcos MM (2005) On the use of Prony method to locate faults in loop systems by utilizing modal parameters of fault current. IEEE Power Deliv Trans 20(1):532\u2013534","journal-title":"IEEE Power Deliv Trans"},{"key":"3226_CR24","unstructured":"Moustafa A, et al (2009) Electrocardiogram signals identification for cardiac arrhythmias using Prony\u2019s method and neural network. In: 31st international conference of the IEEE, Minnesota, USA, vol 4. pp 893\u20131896"},{"issue":"10","key":"3226_CR25","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/j.ijepes.2014.03.045","volume":"61","author":"M Farshad","year":"2014","unstructured":"Farshad M, Sadeh J (2014) Transmission line fault location using hybrid wavelet-Prony method and relief algorithm. Electr Power Energy Syst 61(10):127\u2013136","journal-title":"Electr Power Energy Syst"},{"issue":"1","key":"3226_CR26","first-page":"86","volume":"3","author":"OA Elsayed","year":"2014","unstructured":"Elsayed OA, Eldeib A, Elhefnawi F (2014) Parametric modeling of ICTAL Epilepsy EEG signal using Prony method. Int J Comput Sci Softw Eng (IJCSSE) 3(1):86\u201389","journal-title":"Int J Comput Sci Softw Eng (IJCSSE)"},{"issue":"3","key":"3226_CR27","doi-asserted-by":"publisher","first-page":"1326","DOI":"10.1109\/TPWRD.2006.886794","volume":"22","author":"J Faiz","year":"2007","unstructured":"Faiz J, Lotfi-fard S (2007) Prony-Based Optimal Bayes Fault Classification of Overcurrent Protection. IEEE Trans Power Deliv 22(3):1326\u20131334","journal-title":"IEEE Trans Power Deliv"},{"key":"3226_CR28","unstructured":"Reid HM (2013) Introduction to statistics: fundamental concepts and procedures of data analysis. 1st edn. ISBN: 978-1452271965"},{"key":"3226_CR29","unstructured":"Fausett LV (1993) Fundamentals of neural networks: architectures, algorithms and applications. 1st edn. ISBN: 9780133341867"},{"key":"3226_CR30","isbn-type":"print","volume-title":"Introduction to artificial neural systems","author":"JM Zurada","year":"1992","unstructured":"Zurada JM (1992) Introduction to artificial neural systems. West Publishing Comp, St. Paul. ISBN 0-314-93391-3","ISBN":"https:\/\/id.crossref.org\/isbn\/0314933913"},{"key":"3226_CR31","first-page":"1","volume":"12","author":"Ksenia Kolcio","year":"2016","unstructured":"Kolcio Ksenia (2016) Model-based fault detection and identification system for increased autonomy. Am Inst Aeronaut Astronaut AIAA 12:1\u201312","journal-title":"Am Inst Aeronaut Astronaut AIAA"},{"key":"3226_CR32","unstructured":"Omran EA, Murtada WA (2017) Fault detection and identification of spacecraft reaction wheels using autoregressive moving average model and neural networks. In: IEEE 12th international computer engineering conference (ICENCO), vol 5. pp 77\u201382"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-017-3226-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-017-3226-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-017-3226-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,1]],"date-time":"2019-08-01T17:26:04Z","timestamp":1564680364000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-017-3226-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10,14]]},"references-count":32,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2019,7]]}},"alternative-id":["3226"],"URL":"https:\/\/doi.org\/10.1007\/s00521-017-3226-y","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,10,14]]},"assertion":[{"value":"19 April 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"4 October 2017","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 October 2017","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}