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Ships, which are not yet autonomous, serve as maritime assets responsible for transporting personnel and systems. Keeping these ships operating at a high level of performance is crucial to ensuring the safety of both materials and personnel. This not only prevents damage to the ships but also reduces the risk of injuries to personnel and sea pollution. Organizations, the scientific community, and stakeholders have been actively developing advanced systems to monitor data from ship equipment within the scope of maintenance management. These efforts help prevent breakdowns and provide real-time information about the equipment\u2019s condition. These systems use various techniques for condition monitoring, including algorithms, statistical equations, and other methodologies applied to the collected data. In this study, Fuzzy Logic will be applied to data from selected equipment. Specifically, an air compressor from an ocean patrol vessel has been chosen for the case study. This air compressor is essential for Navy ships and has been selected by the Organization\u2019s Maintenance Management Centre to monitor working hours and operational status.<\/jats:p>","DOI":"10.37394\/23207.2024.21.211","type":"journal-article","created":{"date-parts":[[2025,1,20]],"date-time":"2025-01-20T09:39:43Z","timestamp":1737365983000},"page":"2578-2590","source":"Crossref","is-referenced-by-count":1,"title":["Dynamic Maintenance based on Fuzzy Logic"],"prefix":"10.37394","volume":"21","author":[{"given":"Suzana","family":"Lampreia","sequence":"first","affiliation":[{"name":"CINAV (Centro de Investiga\u00e7\u00e3o Naval), Portuguese Naval Academy, 2810-001 Almada, PORTUGAL"}]},{"given":"In\u00eas","family":"Mestre","sequence":"additional","affiliation":[{"name":"Departamento de Engenharia Mec\u00e2nica e Industrial, NOVA School of Science and Technology (FCT NOVA), Universidade NOVA de Lisboa, PORTUGAL"}]},{"given":"Teresa","family":"Morgado","sequence":"additional","affiliation":[{"name":"ISEL - Instituto Superior de Engenharia de Lisboa, 1959-007 Lisboa, PORTUGAL"}]},{"given":"Helena","family":"Navas","sequence":"additional","affiliation":[{"name":"UNIDEMI, Departamento de Engenharia Mec\u00e2nica e Industrial, NOVA School of Science and Technology (FCT NOVA), Universidade NOVA de Lisboa, PORTUGAL"}]}],"member":"23555","published-online":{"date-parts":[[2024,12,23]]},"reference":[{"key":"ref0","doi-asserted-by":"publisher","unstructured":"Chin, H., Varbanov, P., Klemes, J., Benjamin, M. & Tan, R., Asset Maintenance Optimisation Approaches in the Chemical and Process Industries \u2013 A Review, Journal of Chemical Engineering Research and Design, Vol. 164, 2020, pp. 162-194. 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DOI: 10.37394\/23205.2021.20.31.","DOI":"10.37394\/23205.2021.20.31"},{"key":"ref30","doi-asserted-by":"publisher","unstructured":"Mitrofani, I., Emiris, D., Koulouriotis, D.. An Industrial Maintenance Decision Support System Based on Fuzzy Inference to Optimize Scope Definition, Procedia Manufacturing, Vol. 51, 2020, pp. 1538-1543, Athens, DOI: 10.1016\/j.promfg.2020.10.214.","DOI":"10.1016\/j.promfg.2020.10.214"},{"key":"ref31","doi-asserted-by":"crossref","unstructured":"Ross, T., Fuzzy Logic with Engineering Applications, John Wiley & Sons, Ltd, 2010, DOI: 10.1002\/9781119994374.","DOI":"10.1002\/9781119994374"},{"key":"ref32","unstructured":"Cox, E., The fuzzy systems handbook: a practitioner's guide to building, using, and maintaining fuzzy systems, Boston, EUA: Academic Press Professional, Inc. 1994, pp. 23-93, ISBN-10: 0121944557."},{"key":"ref33","doi-asserted-by":"publisher","unstructured":"Ahmadi, M., Royaee, S., Tayyebi, S., Boozarjomehry. A new Insight into Implementing Mamdani Fuzzy Inference System for Dynamic Process Modeling: Application on Flash Separator Fuzzy Dynamic Modeling. Journal of Engineering Applications of Artificial Intelligence, Vol. 90, 2020, 103485, DOI: 10.1016\/j.engappai.2020.103485.","DOI":"10.1016\/j.engappai.2020.103485"},{"key":"ref34","doi-asserted-by":"publisher","unstructured":"D\u00edaz, G., & Gonz\u00e1lez, R., Fuzzy Logic and Decision Making Applied to Customer Service Optimization, Journal of Axioms, Vol. 12(5), 2017, DOI: 10.3390\/axioms12050448.","DOI":"10.3390\/axioms12050448"},{"key":"ref35","unstructured":"Habib, F. and Shokoohi, A., Classification and Resolving Urban Problems by means of Fuzzy Approach. Journal of World Academy of Science, Engineering and Technology, Vol. 60, 2009, pp. 894-901, [Online]. https:\/\/www.researchgate.net\/publication\/236 591045_Classification_and_Resolving_Urban _Problems_by_Means_of_Fuzzy_Approach (Accessed Date: October 10, 2024)."},{"key":"ref36","unstructured":"Kichu, L., Mazarbhuiya, F., Fuzzy Logic and Its Application: A Brief Review, Journal of Applied and Fundamental Sciences, Vol. 7 (1)2021, pp. 37-40, ISSN: 2395-5562."},{"key":"ref37","doi-asserted-by":"publisher","unstructured":"Novak, V., Genuine Linguistic Fuzzy Logic Control: Powerful and Successful Control Method, IPMU2010 - Computational Intelligence for Knowledge-Based Systems Design, Vol. 6178, 2010, pp.634-644, Berlin, DOI: 10.1007\/978-3-642-14049-5_65.","DOI":"10.1007\/978-3-642-14049-5_65"},{"key":"ref38","unstructured":"Marinha, Grupo Electro-Compressor Ar Arranque Sauer Type WP 81L \u2013 Operational Book, 7800\/MA-551\/20080287, Dire\u00e7\u00e3o de Navios, Alfeite. 2010."},{"key":"ref39","doi-asserted-by":"publisher","unstructured":"Lampreia, S., Morgado, T., Navas, H., Cabrita, R. and Requeijo, J., An Approach to Ship Equipment Maintenance Management, Springer International Publishing, Innovations in Mechanical Engineering, 2022, pp. 441\u2013 450, Guimar\u00e3es, DOI: 10.1007\/978-3-030- 79165-0_41.","DOI":"10.1007\/978-3-030-79165-0_41"},{"key":"ref40","doi-asserted-by":"publisher","unstructured":"Jamshidi, A., Rahimi, S., Aitkadi, D., & Ruiz, A., A comprehensive fuzzy Risk-Based maintenance framework for prioritization of medical devices, Journal of Applied Soft Computing, Vol. 32, 2015, pp. 322-334, DOI: 10.1016\/j.asoc.2015.03.054.","DOI":"10.1016\/j.asoc.2015.03.054"},{"key":"ref41","doi-asserted-by":"publisher","unstructured":"Ratnayake, R., & Antosz, K., Development of a Risk Matrix and Extending the Risk-Based Maintenance Analysis with Fuzzy Logic, Procedia Engineering, Vol. 182, 2017, pp. 602-610, Bialystok, DOI: 10.1016\/j.proeng.2017.03.163.","DOI":"10.1016\/j.proeng.2017.03.163"}],"container-title":["WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS"],"original-title":[],"language":"en","deposited":{"date-parts":[[2025,1,20]],"date-time":"2025-01-20T09:39:51Z","timestamp":1737365991000},"score":1,"resource":{"primary":{"URL":"https:\/\/wseas.com\/journals\/bae\/2024\/e325107-066(2024).pdf"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,23]]},"references-count":42,"URL":"https:\/\/doi.org\/10.37394\/23207.2024.21.211","archive":["Portico","Portico"],"relation":{},"ISSN":["2224-2899","1109-9526"],"issn-type":[{"type":"electronic","value":"2224-2899"},{"type":"print","value":"1109-9526"}],"subject":[],"published":{"date-parts":[[2024,12,23]]},"article-number":"211"}}