{"id":3212,"date":"2022-07-13T09:30:00","date_gmt":"2022-07-13T07:30:00","guid":{"rendered":"https:\/\/cirpicme.org\/?page_id=3212"},"modified":"2022-07-26T13:04:27","modified_gmt":"2022-07-26T11:04:27","slug":"quality-efficiency-and-sustainability-improvement-in-machining-processes-using-artificial-intelligence","status":"publish","type":"page","link":"https:\/\/cirpicme.org\/index.php\/cutting-technologies-2\/quality-efficiency-and-sustainability-improvement-in-machining-processes-using-artificial-intelligence\/","title":{"rendered":"Quality, efficiency and sustainability improvement in machining processes using Artificial Intelligence"},"content":{"rendered":"\n<p><em>by Lourdes Martinez Molina, Roberto Teti, Eva Maria Rubio Alvir (Spain)<\/em><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Abstract<\/strong><\/p>\n\n\n\n<p>The fourth industrial revolution is a reality and involves digitalisation and the use of artificial intelligence (AI). AI refers to techniques that enable machines or devices to learn, make decisions and optimise processes in a way that simulates human cognitive processes. These capabilities can positively influence machining processes, making them more competitive, more efficient, more sustainable and increasing the quality of the workpieces produced. While in some sectors, such as medicine, these techniques are highly developed, there is not the same level of involvement in industry, especially in the Spanish machining industry. It is necessary to take a step forward in order to be competitive in the face of increasingly high customer demands and reduce the gap between the progress of machining research and actual use in industry. In addition, these technological advances have not been welcomed by workers and citizens as optimistically as would have been desired. This paper will list all the aspects in which AI is a powerful tool for the improvement of machining processes, review the state of industry, especially in Spanish machining companies, and finally examine the social vision of its implementation.<\/p>\n\n\n\n<p><strong>Keywords<\/strong>: Artificial intelligence; Machining processes; Social perception; Spanish machining industry<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Video presentation<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez-Molina.mp4\"><\/video><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Presenting author<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-background\" style=\"background-color:#f3f4f5\"><tbody><tr><td><\/td><td><\/td><td><\/td><\/tr><tr><td><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"145\" class=\"wp-image-2821\" style=\"width: 150px;\" src=\"https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez_Photo.jpg?resize=150%2C145&#038;ssl=1\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez_Photo.jpg?w=2134&amp;ssl=1 2134w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez_Photo.jpg?resize=300%2C291&amp;ssl=1 300w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez_Photo.jpg?resize=1024%2C993&amp;ssl=1 1024w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez_Photo.jpg?resize=768%2C745&amp;ssl=1 768w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez_Photo.jpg?resize=1536%2C1489&amp;ssl=1 1536w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez_Photo.jpg?resize=2048%2C1986&amp;ssl=1 2048w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez_Photo.jpg?resize=150%2C145&amp;ssl=1 150w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/06\/Lourdes_Martinez_Photo.jpg?w=1800&amp;ssl=1 1800w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/td><td><strong>Name:<\/strong><br><br><strong>Affiliation:<\/strong><br><br><strong>Email:<\/strong><\/td><td>Lourdes Martinez Molina<br><br>Universidad Nacional de Educacion a Distancia (UNED), Spain<br><br>lmartinez1325@alumno.uned.es<\/td><\/tr><tr><td><\/td><td><\/td><td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>by Lourdes Martinez Molina, Roberto Teti, Eva Maria Rubio Alvir (Spain) Abstract The fourth industrial revolution is a reality and involves digitalisation and the use of artificial intelligence (AI). AI refers to techniques that enable machines or devices to learn, make decisions and optimise processes in a way that simulates&#8230;<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/cirpicme.org\/index.php\/cutting-technologies-2\/quality-efficiency-and-sustainability-improvement-in-machining-processes-using-artificial-intelligence\/\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":9,"featured_media":0,"parent":3608,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"nf_dc_page":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-3212","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/3212","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/comments?post=3212"}],"version-history":[{"count":1,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/3212\/revisions"}],"predecessor-version":[{"id":3214,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/3212\/revisions\/3214"}],"up":[{"embeddable":true,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/3608"}],"wp:attachment":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/media?parent=3212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}