{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,11]],"date-time":"2026-05-11T16:31:20Z","timestamp":1778517080031,"version":"3.51.4"},"reference-count":0,"publisher":"IOS Press","isbn-type":[{"value":"9781643682105","type":"print"},{"value":"9781643682112","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,10,14]],"date-time":"2021-10-14T00:00:00Z","timestamp":1634169600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,10,14]]},"abstract":"<jats:p>Industry 4.0 and the digitalization of the manufacturing processes have brought new opportunities and strategies for process control and optimization. Friction Stir Welding is becoming a relevant manufacturing technology for several applications, among them the aerospace sector. This work presents the first data analysis and characterization of the Friction Stir Welding process of the Pre-Final Assembly Line of the new Ariane 6 launcher. Process monitoring data is captured and analyzed to provide predictive quality solutions for improving manufacturing key performance indicators and bring smart manufacturing and Industry 4.0 digitalization into the aerospace manufacturing sector. The results show promising performance for abnormal behavior detection, leveraging on a tailored data manipulation approach for this unique use case.<\/jats:p>","DOI":"10.3233\/faia210132","type":"book-chapter","created":{"date-parts":[[2021,10,14]],"date-time":"2021-10-14T12:22:31Z","timestamp":1634214151000},"source":"Crossref","is-referenced-by-count":2,"title":["Data-Driven Analysis of Friction Stir Welding for Aerospace Applications"],"prefix":"10.3233","author":[{"given":"Marta","family":"Camps","sequence":"first","affiliation":[{"name":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Unit of Applied Artificial Intelligence, Av. Carrer de Bilbao, 72, 08005 Barcelona, Spain"}]},{"given":"Maddi","family":"Etxegarai","sequence":"additional","affiliation":[{"name":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Unit of Applied Artificial Intelligence, Av. Carrer de Bilbao, 72, 08005 Barcelona, Spain"}]},{"given":"Francesc","family":"Bonada","sequence":"additional","affiliation":[{"name":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Unit of Applied Artificial Intelligence, Av. Carrer de Bilbao, 72, 08005 Barcelona, Spain"}]},{"given":"William","family":"Lacheny","sequence":"additional","affiliation":[{"name":"Ariane Group, 51\/61 route de Verneuil, B\u00e2timent 71 - Bureau 142, 78131 \u2013 Les Mureaux \u2013 France"}]},{"given":"Dorick","family":"Ballat-Durand","sequence":"additional","affiliation":[{"name":"Ariane Group, 51\/61 route de Verneuil, B\u00e2timent 71 - Bureau 142, 78131 \u2013 Les Mureaux \u2013 France"}]},{"given":"Sylvain","family":"Pauleau","sequence":"additional","affiliation":[{"name":"Ariane Group, 51\/61 route de Verneuil, B\u00e2timent 71 - Bureau 142, 78131 \u2013 Les Mureaux \u2013 France"}]},{"given":"Xavier","family":"Domingo","sequence":"additional","affiliation":[{"name":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Unit of Applied Artificial Intelligence, Av. Carrer de Bilbao, 72, 08005 Barcelona, Spain"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Artificial Intelligence Research and Development"],"original-title":[],"link":[{"URL":"https:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA210132","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T13:36:32Z","timestamp":1635168992000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA210132"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,14]]},"ISBN":["9781643682105","9781643682112"],"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia210132","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,10,14]]}}}