{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,29]],"date-time":"2022-03-29T19:19:56Z","timestamp":1648581596368},"reference-count":0,"publisher":"IOS Press","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>Smart manufacturing has been in the media for a long time, but the reality shows that traditional mechanical manufacturing industries have not been able to implement data solutions aligned with Industry 4.0 standards. This work inquiries into the possibility of measuring cutting tool vibrations for CNC turning machines and presents the data analysis and a predictive model to identify tool wearing that can affects integrity surface quality of the manufactured component. These preliminary results are orientated towards implementing a predictive maintenance methodology in cutting tools.<\/jats:p>","DOI":"10.3233\/faia210143","type":"book-chapter","created":{"date-parts":[[2021,10,14]],"date-time":"2021-10-14T12:38:30Z","timestamp":1634215110000},"source":"Crossref","is-referenced-by-count":0,"title":["Cutting Tool Wearing Identification Through Predictive Maintenance and Its Impact on Surface Quality"],"prefix":"10.3233","author":[{"given":"Jose Maria","family":"Gonzalez Castro","sequence":"first","affiliation":[{"name":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Unit of Applied Artificial Intelligence, Av. Universitat Aut\u00f2noma, 23, 08290 Cerdanyola del Vall\u00e8s, Spain"}]},{"given":"Giselle","family":"Ramirez Sandoval","sequence":"additional","affiliation":[{"name":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Unit of Metallic and Ceramic Materials, Pla\u00e7a de la Ci\u00e8ncia 2, 08243, Manresa, Spain"}]},{"given":"Eduard","family":"Vidales Coca","sequence":"additional","affiliation":[{"name":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Unit of Metallic and Ceramic Materials, Pla\u00e7a de la Ci\u00e8ncia 2, 08243, Manresa, Spain"}]},{"given":"Nuri","family":"Cuadrado Lafoz","sequence":"additional","affiliation":[{"name":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Unit of Metallic and Ceramic Materials, Pla\u00e7a de la Ci\u00e8ncia 2, 08243, Manresa, Spain"}]},{"given":"Francesc","family":"Bonada","sequence":"additional","affiliation":[{"name":"Eurecat, Centre Tecnol\u00f2gic de Catalunya, Unit of Applied Artificial Intelligence, Av. Universitat Aut\u00f2noma, 23, 08290 Cerdanyola del Vall\u00e8s, 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\/FAIA210143","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,25]],"date-time":"2021-10-25T13:36:46Z","timestamp":1635169006000},"score":1,"resource":{"primary":{"URL":"https:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA210143"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,10,14]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia210143","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]]}}}