{"id":2715,"date":"2021-07-29T12:31:42","date_gmt":"2021-07-29T12:31:42","guid":{"rendered":"https:\/\/www.coala-h2020.eu\/?page_id=2715"},"modified":"2022-12-05T11:35:38","modified_gmt":"2022-12-05T11:35:38","slug":"textile-production","status":"publish","type":"page","link":"https:\/\/www.coala-h2020.eu\/index.php\/textile-production\/","title":{"rendered":"Textile"},"content":{"rendered":"\n<section id=\"gm45d8224\" class=\"wp-block-gutentor-m3 section-gm45d8224 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gm2a156aa\" class=\"wp-block-gutentor-m4 section-gm2a156aa gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm20ec40\" class=\"wp-block-gutentor-m4-col col-gm20ec40 gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm20ec40\" class=\"section-gm20ec40 gutentor-col-wrap\">\n<h4 class=\"has-white-color has-text-color wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">INDUSTRY SCENARIO  &#8211; <\/mark> TEXTILE<\/h4>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"has-white-color has-text-color wp-block-heading\">AI-assisted on-the-job training for textile workers<\/h1>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm1d6362\" class=\"wp-block-gutentor-m4-col col-gm1d6362 gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm1d6362\" class=\"section-gm1d6362 gutentor-col-wrap\">\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"nv-iframe-embed\"><iframe loading=\"lazy\" hcb-fetch-image-from=\"https:\/\/youtu.be\/p_VFb4349Lg\" title=\"COALA On-the-job Training Assitant for Textile Workers\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/p_VFb4349Lg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gmdb6e026\" class=\"wp-block-gutentor-m3 section-gmdb6e026 gutentor-module gutentor-container-cover\"><div class=\"grid-container\">\n<h2 class=\"has-text-align-center wp-block-heading\">Objectives and Background<\/h2>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<section id=\"gmbbce793\" class=\"wp-block-gutentor-m4 section-gmbbce793 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm03efaf\" class=\"wp-block-gutentor-m4-col col-gm03efaf gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm03efaf\" class=\"section-gm03efaf gutentor-col-wrap\">\n<p class=\"has-text-align-center\"><img loading=\"lazy\" decoding=\"async\" width=\"53\" height=\"53\" class=\"wp-image-1071\" style=\"width: 53px;\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2020\/09\/faviconsmall-01.png\" alt=\"\"><\/p>\n\n\n\n<p class=\"has-text-align-center\">Reduce the time and cost of machine operator trainings<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gme7fa5c\" class=\"wp-block-gutentor-m4-col col-gme7fa5c gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gme7fa5c\" class=\"section-gme7fa5c gutentor-col-wrap\">\n<p class=\"has-text-align-center\"><img loading=\"lazy\" decoding=\"async\" width=\"53\" height=\"53\" class=\"wp-image-1071\" style=\"width: 53px;\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2020\/09\/faviconsmall-01.png\" alt=\"\"><\/p>\n\n\n\n<p class=\"has-text-align-center\">Maintain the worker&#8217;s autonomy vs. unquestioned execution of instructions<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm959805\" class=\"wp-block-gutentor-m4-col col-gm959805 gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm959805\" class=\"section-gm959805 gutentor-col-wrap\">\n<p class=\"has-text-align-center\"><img loading=\"lazy\" decoding=\"async\" width=\"53\" height=\"53\" class=\"wp-image-1071\" style=\"width: 53px;\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2020\/09\/faviconsmall-01.png\" alt=\"\"><\/p>\n\n\n\n<p class=\"has-text-align-center\">Exploit and spread the concept and solution<\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<section id=\"gm786d006\" class=\"wp-block-gutentor-m4 section-gm786d006 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmd630cf\" class=\"wp-block-gutentor-m4-col col-gmd630cf gutentor-single-column  grid-lg-8 grid-md-12 grid-12\"><div id=\"section-gmd630cf\" class=\"section-gmd630cf gutentor-col-wrap\">\n<p>The Piacenza textile use case focusses on the implementation of COALA Digital Intelligent Assistant (DIA) to support the machine operators, who use their skills and knowledge to prepare and supervise machine operations under strict consideration of the product quality.  One of the key problems in luxury fashion is the shortage of qualified labour force that can produce high quality and high value textiles. To cope with this challange, a local textile school Citt\u00e0 Studi created an academia to train the new generation of workers to face the requirements of the market.<\/p>\n\n\n\n<p>The textile use case addresses the shortage of qualified labor force with an innovative solution that will reduce the time and cost of machine operator trainings. It focuses on the development and demonstration of a didactic concept for professional textile workers that develops their competencies in working with AI-based systems, such as a digital assistant.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm63056c\" class=\"wp-block-gutentor-m4-col col-gm63056c gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm63056c\" class=\"section-gm63056c gutentor-col-wrap\"><\/div><\/div>\n<\/div><\/div><\/section>\n<\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n<section id=\"gm88ed7fe\" class=\"wp-block-gutentor-m3 section-gm88ed7fe gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gm671c409\" class=\"wp-block-gutentor-m4 section-gm671c409 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm8eac9b\" class=\"wp-block-gutentor-m4-col col-gm8eac9b gutentor-single-column  grid-lg-8 grid-md-12 grid-12\"><div id=\"section-gm8eac9b\" class=\"section-gm8eac9b gutentor-col-wrap\">\n<h2 class=\"has-white-color has-text-color wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">Expected Impacts<\/mark><\/h2>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm042e27\" class=\"wp-block-gutentor-m4-col col-gm042e27 gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm042e27\" class=\"section-gm042e27 gutentor-col-wrap\">\n<div id=\"section-g13e590\" class=\"wp-block-gutentor-e7 section-g13e590 gutentor-element gutentor-element-list\"><ul class=\"grid-row gutentor-grid-item-wrap list-indicator-icon\"><li class=\"gutentor-list-item grid-lg-12 grid-md-12 grid-12\"><span class=\"gutentor-single-item gutentor-single-item-0\"><span class=\"gutentor-list-item-wrap g-s-list-wrap g-s-list-i-icon\"><span class=\"gutentor-single-list-item-icon\"><i class=\"list-item-icon fas fa-angle-right\"><\/i><\/span><span class=\"gutentor-list-item\"><p class=\"gutentor-single-item-title\">30% increase of productivity of new employees involved in the quality detection and repair<\/p><\/span><\/span><\/span><\/li><li class=\"gutentor-list-item grid-lg-12 grid-md-12 grid-12\"><span class=\"gutentor-single-item gutentor-single-item-1\"><span class=\"gutentor-list-item-wrap g-s-list-wrap\"><span class=\"gutentor-single-list-item-icon\"><i class=\"list-item-icon fas fa-angle-right\"><\/i><\/span><span class=\"gutentor-list-item\"><p class=\"gutentor-single-item-title\">50% reduction of undetected defects delivered through improved training and quality of work<\/p><\/span><\/span><\/span><\/li><li class=\"gutentor-list-item grid-lg-12 grid-md-12 grid-12\"><span class=\"gutentor-single-item gutentor-single-item-2\"><span class=\"gutentor-list-item-wrap g-s-list-wrap\"><span class=\"gutentor-single-list-item-icon\"><i class=\"list-item-icon fas fa-angle-right\"><\/i><\/span><span class=\"gutentor-list-item\"><p class=\"gutentor-single-item-title\">20% reduction of human-caused defects not possible to fix through better operator training<\/p><\/span><\/span><\/span><\/li><li class=\"gutentor-list-item grid-lg-12 grid-md-12 grid-12\"><span class=\"gutentor-single-item gutentor-single-item-3\"><span class=\"gutentor-list-item-wrap g-s-list-wrap\"><span class=\"gutentor-single-list-item-icon\"><i class=\"list-item-icon fas fa-angle-right\"><\/i><\/span><span class=\"gutentor-list-item\"><p class=\"gutentor-single-item-title\">30% reduction of the poor quality costs<\/p><\/span><\/span><\/span><\/li><\/ul><\/div>\n\n\n\n<p><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gmf89d659\" class=\"wp-block-gutentor-m3 section-gmf89d659 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gma5546c0\" class=\"wp-block-gutentor-m4 section-gma5546c0 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm6f7e6b\" class=\"wp-block-gutentor-m4-col col-gm6f7e6b gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm6f7e6b\" class=\"section-gm6f7e6b gutentor-col-wrap\">\n<h2 class=\"has-text-align-right has-neve-link-color-color has-text-color wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-neve-link-color-color\">Business Scenario #1:<\/mark><\/h2>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm25565a\" class=\"wp-block-gutentor-m4-col col-gm25565a gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm25565a\" class=\"section-gm25565a gutentor-col-wrap\">\n<h2 class=\"has-text-align-left has-neve-link-color-color has-text-color wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-neve-link-color-color\">AI-assisted on-the-job training for machine operators<\/mark><\/h2>\n\n\n\n<p>This scenario will address the shortage of qualified labor force with an innovative solution that will reduce the time and cost of machine operator trainings.<\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gmc6de1e7\" class=\"wp-block-gutentor-m3 section-gmc6de1e7 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gm3524023\" class=\"wp-block-gutentor-m4 section-gm3524023 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm9369b9\" class=\"wp-block-gutentor-m4-col col-gm9369b9 gutentor-single-column  grid-lg-8 grid-md-12 grid-12\"><div id=\"section-gm9369b9\" class=\"section-gm9369b9 gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\">AS-IS situation<\/h4>\n\n\n\n<p>\u2022  Piacenza\u2019s production strategy bases on the strict and integrated control of production&nbsp;<\/p>\n\n\n\n<p>\u2022  Machine operators use their skills and knowledge to prepare and supervise machine operations<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gmfb5f65\" class=\"wp-block-gutentor-m4-col col-gmfb5f65 gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gmfb5f65\" class=\"section-gmfb5f65 gutentor-col-wrap\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2021\/07\/image-2.png\" alt=\"\" class=\"wp-image-2744\" width=\"233\" height=\"170\"\/><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm7e37e2d\" class=\"wp-block-gutentor-m4 section-gm7e37e2d gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmdd442b\" class=\"wp-block-gutentor-m4-col col-gmdd442b gutentor-single-column  grid-lg-8 grid-md-12 grid-12\"><div id=\"section-gmdd442b\" class=\"section-gmdd442b gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\">TO-BE situation<\/h4>\n\n\n\n<p>\u2022  The COALA solution will allow machine operators to request advices, explanations, and other information<\/p>\n\n\n\n<p>\u2022  Identify the worker\u2019s current skill level, and advice how to prepare and operate a machine <\/p>\n\n\n\n<p>\u2022  Adapt advising behavior according to skill and human feedback about the learning experience<\/p>\n\n\n\n<p>\u2022  Access shop floor context information, e.g., parameters, performance, and production planning<\/p>\n\n\n\n<p>\u2022  Workers can ask \u201cwhy\u201d questions about advices<\/p>\n\n\n\n<p>\u2022  Anonymization service to avoid personal data issues<\/p>\n\n\n\n<p>\u2022  Allow textile companies to employ less skilled workers<\/p>\n\n\n\n<p>\u2022  Reduce defects through improved worker training<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm32115e\" class=\"wp-block-gutentor-m4-col col-gm32115e gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm32115e\" class=\"section-gm32115e gutentor-col-wrap\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2021\/07\/image.png\" alt=\"\" width=\"233\" height=\"170\"\/><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gm9765829\" class=\"wp-block-gutentor-m3 section-gm9765829 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gmf3f345a\" class=\"wp-block-gutentor-m4 section-gmf3f345a gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmec36bb\" class=\"wp-block-gutentor-m4-col col-gmec36bb gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gmec36bb\" class=\"section-gmec36bb gutentor-col-wrap\">\n<h2 class=\"has-text-align-right wp-block-heading\">Business Scenario #2:<\/h2>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm88e65a\" class=\"wp-block-gutentor-m4-col col-gm88e65a gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm88e65a\" class=\"section-gm88e65a gutentor-col-wrap\">\n<h2 class=\"has-text-align-left wp-block-heading\">Development of AI competencies of manufacturing workers<\/h2>\n\n\n\n<p>This scenario focuses on the development and demonstration of a didactic concept for professional textile workers that develops their competencies in working with AI-based systems, such as the digital assistant developed in scenario #1.<\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gme891ecd\" class=\"wp-block-gutentor-m3 section-gme891ecd gutentor-module gutentor-container-cover\"><div class=\"grid-container\">\n<section id=\"gmce71410\" class=\"wp-block-gutentor-m4 section-gmce71410 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gme29839\" class=\"wp-block-gutentor-m4-col col-gme29839 gutentor-single-column  grid-lg-8 grid-md-12 grid-12\"><div id=\"section-gme29839\" class=\"section-gme29839 gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\">AS-IS situation<\/h4>\n\n\n\n<p>\u2022  Textile industry faces shortage of qualified labour force<\/p>\n\n\n\n<p>\u2022  Citt\u00e0 Studi created an academia to train the new generation of textile workers<\/p>\n\n\n\n<p>\u2022  Citt\u00e0 Studi academy courses include theory and practice<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm6dea5e\" class=\"wp-block-gutentor-m4-col col-gm6dea5e gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm6dea5e\" class=\"section-gm6dea5e gutentor-col-wrap\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"251\" height=\"181\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2021\/07\/image-1.png\" alt=\"\" class=\"wp-image-2741\"\/><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm7580e34\" class=\"wp-block-gutentor-m4 section-gm7580e34 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmff0bb9\" class=\"wp-block-gutentor-m4-col col-gmff0bb9 gutentor-single-column  grid-lg-8 grid-md-12 grid-12\"><div id=\"section-gmff0bb9\" class=\"section-gmff0bb9 gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\">TO-BE situation<\/h4>\n\n\n\n<p>\u2022  COALA\u2019s didactic concept will improve the professional textile workers\u2019 AI competencies<\/p>\n\n\n\n<p>\u2022  Educate regarding opportunities, challenges, and risks when collaborating with AI<\/p>\n\n\n\n<p>\u2022  Spread the didactic concept and our solution in the region + outside the textile sector<\/p>\n\n\n\n<p>\u2022  Transfer of the concept via Digital Innovation Hubs<\/p>\n\n\n\n<p>\u2022  Cost\/benefit analysis during exploitation to verify the affordability for SMEs<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gmbf0f75\" class=\"wp-block-gutentor-m4-col col-gmbf0f75 gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gmbf0f75\" class=\"section-gmbf0f75 gutentor-col-wrap\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2021\/07\/image-4.png\" alt=\"\" width=\"233\" height=\"170\"\/><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_mi_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-2715","page","type-page","status-publish","hentry"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"neve-blog":false},"uagb_author_info":{"display_name":"Indah Lengkong","author_link":"https:\/\/www.coala-h2020.eu\/index.php\/author\/len\/"},"uagb_comment_info":0,"uagb_excerpt":null,"_links":{"self":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/2715","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/comments?post=2715"}],"version-history":[{"count":54,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/2715\/revisions"}],"predecessor-version":[{"id":5033,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/2715\/revisions\/5033"}],"wp:attachment":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/media?parent=2715"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}