{"id":2442,"date":"2021-06-17T10:41:36","date_gmt":"2021-06-17T10:41:36","guid":{"rendered":"https:\/\/www.coala-h2020.eu\/?page_id=2442"},"modified":"2023-09-25T09:23:41","modified_gmt":"2023-09-25T09:23:41","slug":"white-goods-production","status":"publish","type":"page","link":"https:\/\/www.coala-h2020.eu\/index.php\/white-goods-production\/","title":{"rendered":"White Goods"},"content":{"rendered":"\n<section id=\"gm2570a65\" class=\"wp-block-gutentor-m3 section-gm2570a65 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gme6d1e47\" class=\"wp-block-gutentor-m4 section-gme6d1e47 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm6c268f\" class=\"wp-block-gutentor-m4-col col-gm6c268f gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm6c268f\" class=\"section-gm6c268f gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">INDUSTRY SCENARIO &#8211; WHITE GOODS<\/mark><\/h4>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading has-white-color has-text-color\"> Human-AI collaboration in quality control of White Goods<\/h1>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm702186\" class=\"wp-block-gutentor-m4-col col-gm702186 gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm702186\" class=\"section-gm702186 gutentor-col-wrap\">\n<figure class=\"wp-block-embed 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:\/\/www.youtube.com\/watch?v=XVeZYxDVflw\" title=\"COALA - Your Factory Assistant - Final Prototype Demo - Featuring Augmented Manufacturing Analytics\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/XVeZYxDVflw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:14px\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\">COALA Assistant supporting quality control at the ZHT dedicated laboratory at the MWO Factory in Cassinetta, Italy \u00a9 Whirlpool<\/mark><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gm945a996\" class=\"wp-block-gutentor-m3 section-gm945a996 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<h2 class=\"wp-block-heading has-text-align-center\">Objectives and Background<\/h2>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n\n\n\n<section id=\"gmcc96025\" class=\"wp-block-gutentor-m4 section-gmcc96025 gutentor-module gutentor-advanced-columns has-color-bg has-custom-bg\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmbdbadf\" class=\"wp-block-gutentor-m4-col col-gmbdbadf gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gmbdbadf\" class=\"section-gmbdbadf 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\">Adopt a predictive quality strategy<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gme7b698\" class=\"wp-block-gutentor-m4-col col-gme7b698 gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gme7b698\" class=\"section-gme7b698 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\">link the quality control of the finished product with design stage and shop floor<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm111fb3\" class=\"wp-block-gutentor-m4-col col-gm111fb3 gutentor-single-column  grid-lg-4 grid-md-12 grid-12\"><div id=\"section-gm111fb3\" class=\"section-gm111fb3 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\">reconfigure its production line and facilitate root cause analysis<\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm03a35a0\" class=\"wp-block-gutentor-m4 section-gm03a35a0 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm00e8be\" class=\"wp-block-gutentor-m4-col col-gm00e8be gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm00e8be\" class=\"section-gm00e8be gutentor-col-wrap\">\n<p class=\"has-text-align-left\"><span class=\"has-inline-color has-neve-link-color-color\"><\/span><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\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-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-left\">The Whirlpool use case is focused on the implementation of the COALA Digital Intelligent Assistant (DIA) to support the activity in the Zero Hour Testing (ZHT) laboratory of the Microwave and Oven (MWO) factory.<\/p>\n\n\n\n<p class=\"has-text-align-left\">The ZHT is a statistical quality check on functional and aesthetical aspects applied in a dedicated laboratory environment out of production flow on some finished products (MWO).<\/p>\n\n\n\n<p>Currently, the procedure is executed manually by a Laboratory Operator and it is fixed, statically defined during the process design phase both for what concerns checklist and reference parameters, and for statistical product withdrawal rate. <\/p>\n\n\n\n<p>This ZHT procedure is then executed in the mass production phase of the production lifecycle as a prescriptive list of elements that is rarely modified, generally only in case of relevant quality issues triggered by KPI monitoring and control alerts or by relevant market issues.<\/p>\n\n\n\n<p><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>In any case this review is, generally, not re-looping the product design process, limiting the reaction scope on mitigation actions at production level and reducing the possibility to anticipate similar quality issues for other products in development. <\/p>\n\n\n\n<p>This approach, not guaranteeing the identification of all the defected products exiting from production lines, leads also to products that experience No-Fault-Found (NFF) effects in the warranty period. This late identification during usage leads to increasing costs of warranty policies and customer dissatisfaction. <\/p>\n\n\n\n<p>Moreover, the quality control at the very last stage of the production process constitutes mainly a reactive approach aiming at averting the delivery of defected products to customers and at correcting inefficiencies in the production process for the next batches.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<p class=\"has-text-align-center\"><\/p>\n<\/div><\/section>\n\n\n\n<section id=\"gme0d266d\" class=\"wp-block-gutentor-m3 section-gme0d266d gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\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-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-text-align-center\" style=\"font-size:30px\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"><strong>Expected Impacts<\/strong><\/mark><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-white-color\"><\/mark><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<div id=\"section-g8d768a\" class=\"wp-block-gutentor-e7 section-g8d768a gutentor-element gutentor-element-list text-align-left-desktop\"><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% reduction of number of service calls per factory<\/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 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\">100% reduction of quality issues per factory<\/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 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% reduction of service intervention at final customer<\/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 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\">20% reduction of organisational costs<\/p><\/span><\/span><\/span><\/li><\/ul><\/div>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div><\/section>\n\n\n\n<section id=\"gmc5a8d50\" class=\"wp-block-gutentor-m3 section-gmc5a8d50 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gmb446b41\" class=\"wp-block-gutentor-m4 section-gmb446b41 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gma2bde6\" class=\"wp-block-gutentor-m4-col col-gma2bde6 gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gma2bde6\" class=\"section-gma2bde6 gutentor-col-wrap\">\n<h3 class=\"wp-block-heading has-text-align-left\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-neve-link-color-color\">Business Scenarios #1<\/mark>:<\/h3>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gmc5b861\" class=\"wp-block-gutentor-m4-col col-gmc5b861 gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gmc5b861\" class=\"section-gmc5b861 gutentor-col-wrap\">\n<h3 class=\"wp-block-heading has-text-align-left\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-neve-link-color-color\">AI-assisted Quality Control in ZHT Lab<\/mark> &#8211; for ZHT Operator<\/h3>\n\n\n\n<p><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gmccfb9cf\" class=\"wp-block-gutentor-m3 section-gmccfb9cf gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gm0caf1ae\" class=\"wp-block-gutentor-m4 section-gm0caf1ae gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmafcadb\" class=\"wp-block-gutentor-m4-col col-gmafcadb gutentor-single-column  grid-lg-9 grid-md-12 grid-12\"><div id=\"section-gmafcadb\" class=\"section-gmafcadb gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\">AS-IS situation:<\/h4>\n\n\n\n<p>\u2022 ZHT Operators executes the quality control based on his own experience and memory, referring to a pre-defined and statical quality checklist. At any new product introduction a dedicated training has to be setup.<\/p>\n\n\n\n<p>\u2022 The information required during the SOP has to be retrieved manually from various information systems and defects are inserted manually.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm99f9f1\" class=\"wp-block-gutentor-m4-col col-gm99f9f1 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm99f9f1\" class=\"section-gm99f9f1 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-9.png\" alt=\"\" class=\"wp-image-2782\" width=\"180\" height=\"127\"\/><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm639b9d4\" class=\"wp-block-gutentor-m4 section-gm639b9d4 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmc768b5\" class=\"wp-block-gutentor-m4-col col-gmc768b5 gutentor-single-column  grid-lg-9 grid-md-12 grid-12\"><div id=\"section-gmc768b5\" class=\"section-gmc768b5 gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\">TO-BE situation<\/h4>\n\n\n\n<p>\u2022 The COALA solution will allow ZHT operators to be driven into checklist execution and supporting to easily retrieve the requested information about products and quality, leveraging on recommendation driven by predictive analytics.<\/p>\n\n\n\n<p>\u2022 The COALA Digital Intelligent Assistant will replace current manual digital input of identified defects into legacy systems, leveraging on vocal control.<\/p>\n\n\n\n<p>\u2022 COALA will support operator\u2019s skills and competencies development, adapting checklist level of details to the real information needs and helping learning phase from novice to expert.<\/p>\n\n\n\n<p>\u2022 The COALA solution will enable the possibility to capture operator\u2019s knowledge and experience, making it available to Whirlpool quality organization to boost cross-functional improvement actions (production and product development).<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm7ec482\" class=\"wp-block-gutentor-m4-col col-gm7ec482 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm7ec482\" class=\"section-gm7ec482 gutentor-col-wrap\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"183\" height=\"131\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2021\/07\/image-10.png\" alt=\"\" class=\"wp-image-2783\"\/><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gmbc22206\" class=\"wp-block-gutentor-m3 section-gmbc22206 gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<section id=\"gm37d26ac\" class=\"wp-block-gutentor-m4 section-gm37d26ac gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm8d5395\" class=\"wp-block-gutentor-m4-col col-gm8d5395 gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gm8d5395\" class=\"section-gm8d5395 gutentor-col-wrap\">\n<h3 class=\"wp-block-heading has-text-align-left\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-neve-link-color-color\">Business Scenarios #<\/mark>2:<\/h3>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gmbf5367\" class=\"wp-block-gutentor-m4-col col-gmbf5367 gutentor-single-column  grid-lg-6 grid-md-12 grid-12\"><div id=\"section-gmbf5367\" class=\"section-gmbf5367 gutentor-col-wrap\">\n<h3 class=\"wp-block-heading has-text-align-left\"><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-neve-link-color-color\">AI-assisted Quality Control in ZHT Lab<\/mark> &#8211; for ZHT Lab Supervisor<\/h3>\n\n\n\n<p><\/p>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gm1471ad9\" class=\"wp-block-gutentor-m3 section-gm1471ad9 gutentor-module gutentor-container-cover\"><div class=\"grid-container\">\n<section id=\"gmb47c738\" class=\"wp-block-gutentor-m4 section-gmb47c738 gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm497b0e\" class=\"wp-block-gutentor-m4-col col-gm497b0e gutentor-single-column  grid-lg-9 grid-md-12 grid-12\"><div id=\"section-gm497b0e\" class=\"section-gm497b0e gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\">AS-IS situation<\/h4>\n\n\n\n<p>\u2022  ZHT lab supervisor gets access to ZHT operator activity through legacy systems data and through the informal dialogues at the end of the shift. At the beginning of the shift he passes the key attention points to be addressed&nbsp; during the working time (expected products to be controlled).<\/p>\n\n\n\n<p>\u2022  The access to quality data in legacy system has to be done manually with high complexity in cross functional analysis<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gmf24c26\" class=\"wp-block-gutentor-m4-col col-gmf24c26 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gmf24c26\" class=\"section-gmf24c26 gutentor-col-wrap\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"189\" height=\"137\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2021\/07\/image-11.png\" alt=\"\" class=\"wp-image-2784\"\/><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n\n\n\n<section id=\"gm29fe74b\" class=\"wp-block-gutentor-m4 section-gm29fe74b gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gmde8f46\" class=\"wp-block-gutentor-m4-col col-gmde8f46 gutentor-single-column  grid-lg-9 grid-md-12 grid-12\"><div id=\"section-gmde8f46\" class=\"section-gmde8f46 gutentor-col-wrap\">\n<h4 class=\"wp-block-heading\">TO-BE situation<\/h4>\n\n\n\n<p>\u2022  The COALA solution will allow ZHT lab supervisor to strictly monitor quality control process and drive to higher effectiveness through the recommendations resulting by predictive quality approach (quality risk assessment and checklist management) . He will be able also to monitor the effectiveness of quality control suggestions and of the resulting improvement actions through the impact evaluation on quality KPIs.<\/p>\n\n\n\n<p>\u2022  Lab supervisor will be facilitated in managing operators skills and competencies development with faster and more effective learning process.<\/p>\n\n\n\n<p>\u2022  COALA solution will provide also an effective tool supporting root cause analysis, and the possibility to capture and capitalize the knowledge and expertise of ZHT laboratory to support quality continuous improvement process.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"col-gm29b9a3\" class=\"wp-block-gutentor-m4-col col-gm29b9a3 gutentor-single-column  grid-lg-3 grid-md-12 grid-12\"><div id=\"section-gm29b9a3\" class=\"section-gm29b9a3 gutentor-col-wrap\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"189\" height=\"135\" src=\"https:\/\/www.coala-h2020.eu\/wp-content\/uploads\/2021\/07\/image-12.png\" alt=\"\" class=\"wp-image-2785\"\/><\/figure>\n<\/div><\/div>\n<\/div><\/div><\/section>\n<\/div><\/section>\n\n\n\n<section id=\"gm0bf585d\" class=\"wp-block-gutentor-m3 section-gm0bf585d gutentor-module gutentor-container-cover has-color-bg has-custom-bg\"><div class=\"grid-container\">\n<h3 class=\"wp-block-heading\">Related Articles<\/h3>\n\n\n\n<section id=\"gm063f06e\" class=\"wp-block-gutentor-m4 section-gm063f06e gutentor-module gutentor-advanced-columns\"><div class=\"grid-container\"><div class=\"grid-row\">\n<div id=\"col-gm37cb61\" class=\"wp-block-gutentor-m4-col col-gm37cb61 gutentor-single-column  grid-lg-12 grid-md-12 grid-12\"><div id=\"section-gm37cb61\" class=\"section-gm37cb61 gutentor-col-wrap\"><section class=\"gutentor-post-module section-f05549e6-6252-4579-bc69-f0034318c683 gutentor-post-module-p1 gutentor_p1_template1 wp-block-gutentor-p1 gutentor-blog-list\" id=\"f05549e6-6252-4579-bc69-f0034318c683\" data-gbid=\"f05549e6-6252-4579-bc69-f0034318c683\" >\n<div class='grid-container'><div class='grid-row' ><article class='gutentor-post gutentor-post-no-thumb'><div class='gutentor-post-item'><div class=\"gutentor-post-content\"><div class=\"gutentor-post-title-data-wrap\"><h3 class=\"gutentor-post-title\"><a href=\"https:\/\/www.coala-h2020.eu\/index.php\/2021\/06\/24\/coala-digital-intelligent-assistant-in-quality-control-of-white-goods-whirlpool-use-case\/\" rel=\"bookmark\">COALA Digital Intelligent Assistant in Quality Control of White Goods \u2013 Whirlpool Use Case<\/a><\/h3><\/div><div class=\"gutentor-entry-meta gutentor-entry-meta-primary\"><div class=\"posted-on\"><i class=\"far fa-calendar-alt\"><\/i><a href=\"https:\/\/www.coala-h2020.eu\/index.php\/2021\/06\/24\/coala-digital-intelligent-assistant-in-quality-control-of-white-goods-whirlpool-use-case\/\" rel=\"bookmark\">June 24, 2021<\/a><\/div><div class=\"gutentor-meta-categories\"><i class=\"fas fa-tags\"><\/i><a href=\"https:\/\/www.coala-h2020.eu\/index.php\/category\/events\/\" rel=\"category tag\">Events<\/a>, <a href=\"https:\/\/www.coala-h2020.eu\/index.php\/category\/videos\/\" rel=\"category tag\">Videos<\/a><\/div><\/div><div class=\"gutentor-post-desc\">2nd&nbsp;Smart Manufacturing Summit &#8211;  20-21 May 2021\n\n\n\nCOALA Digital Intelligent Assistant in Qual&hellip;<\/div><a class=\"gutentor-button gutentor-post-button\"  href=\"https:\/\/www.coala-h2020.eu\/index.php\/2021\/06\/24\/coala-digital-intelligent-assistant-in-quality-control-of-white-goods-whirlpool-use-case\/\" href=\"https:\/\/www.coala-h2020.eu\/index.php\/2021\/06\/24\/coala-digital-intelligent-assistant-in-quality-control-of-white-goods-whirlpool-use-case\/\"><span>Read More<\/span><\/a><\/div><\/div><\/article><\/div><\/div><\/section><\/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-2442","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\/2442","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=2442"}],"version-history":[{"count":69,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/2442\/revisions"}],"predecessor-version":[{"id":5557,"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/pages\/2442\/revisions\/5557"}],"wp:attachment":[{"href":"https:\/\/www.coala-h2020.eu\/index.php\/wp-json\/wp\/v2\/media?parent=2442"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}