{"id":92975,"date":"2017-08-15T12:00:00","date_gmt":"2017-08-15T12:00:00","guid":{"rendered":"https:\/\/industry-science.com\/artikel\/self-learning-assistance-systems\/"},"modified":"2017-08-15T12:00:00","modified_gmt":"2017-08-15T12:00:00","slug":"self-learning-assistance-systems","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/self-learning-assistance-systems\/","title":{"rendered":"Self-Learning Assistance Systems"},"content":{"rendered":"<p><!-- GITO PUB shortened content start --><\/p>\n<div class=\"gito-pub-frontend-post-protected\"><\/div>\n<p><!-- GITO PUB shortened content end --><\/p>\n<div style=\"display:block;text-align:center !important;margin:30px 0;\">\n<div style=\"display:inline-block;border:1px solid #555;padding:10px;max-width:600px;text-align:left;\">\n<h2 class=\"gito-pub-download-section\"><center>Access limited<\/center><\/h2>\n<p>You are currently <strong>not logged in \/ not yet registered<\/strong>.<\/p>\n<p>In order to download the desired file(s), you must be logged in and have an appropriate inclusive subscription. Alternatively, you can also obtain access by paying a one-off fee.<\/p>\n<div style=\"text-align:center;\">\n<table style=\"width:90% !important;margin-left:5% !important;\">\n<thead>\n<tr>\n<th>Subscription<\/th>\n<th style=\"text-align:center !important;\">included<\/th>\n<th style=\"text-align:right;\">Purchase<\/th>\n<tr><\/thead>\n<tbody>\n<tr>\n<td>without<\/td>\n<td style=\"text-align:center !important;\">&#8722;<\/td>\n<td style=\"text-align:right;\">29,00 \u20ac<\/td>\n<tr>\n<tr>\n<td>Digital<\/td>\n<td style=\"text-align:center !important;\">&#8722;<\/td>\n<td style=\"text-align:right;\">27,55 \u20ac<\/td>\n<tr>\n<tr>\n<td>Expert<\/td>\n<td style=\"text-align:center !important;\">&#8722;<\/td>\n<td style=\"text-align:right;\">26,10 \u20ac<\/td>\n<tr>\n<tr>\n<td>Professional<\/td>\n<td style=\"text-align:center !important;\"><span style=\"color:var(--company-color);font-weight:bold;font-size:16px;\">&#10003;<\/span><\/td>\n<td style=\"text-align:right;\">0,00 \u20ac<\/td>\n<tr><\/tbody>\n<\/table>\n<p><button style=\"font-size:14px;margin:10px;\" class=\"button gito-pub-login-register-link gito-pub-reporting-abo-button\" data-targetabo=\"professional\" data-targeturl=\"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/92975\/\" data-type=\"abo-button-login\">Register \/ book subscription<\/button><a href=\"https:\/\/industry-science.com\/en\/checkout\/?add-to-cart=92975&#038;quantity=1\" style=\"font-size:14px;margin:10px;\" class=\"button gito-pub-reporting-abo-button\" data-type=\"abo-button-onetime\">Download for one time 29,00 \u20ac<\/a><\/p>\n<p><small>All prices include 7% VAT<\/small><\/p>\n<p><small>After purchasing access rights, you will automatically be redirected back to this page.<\/small><\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"gito-pub-tags-social-share\" style=\"display:flex;justify-content:space-between;\"><div>Tags: <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/machine-learning\/\">machine learning<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/pattern-recognition\/\">pattern recognition<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/self-learning-assistance-system\/\">self-learning assistance system<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/troubleshooting-know-how\/\">troubleshooting know-how<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=Self-Learning%20Assistance%20Systems - https:\/\/industry-science.com\/en\/articles\/self-learning-assistance-systems\/\" data-action=\"share\/whatsapp\/share\" class=\"icon button circle is-outline tooltip whatsapp show-for-medium\" title=\"Share on WhatsApp\" aria-label=\"Share on WhatsApp\"><i class=\"icon-whatsapp\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https:\/\/industry-science.com\/en\/articles\/self-learning-assistance-systems\/\" data-label=\"Facebook\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip facebook\" title=\"Share on Facebook\" aria-label=\"Share on Facebook\" rel=\"noopener nofollow\"><i class=\"icon-facebook\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/x.com\/share?url=https:\/\/industry-science.com\/en\/articles\/self-learning-assistance-systems\/\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip x\" title=\"Share on X\" aria-label=\"Share on X\" rel=\"noopener nofollow\"><i class=\"icon-x\" aria-hidden=\"true\"><\/i><\/a><a href=\"mailto:?subject=Self-Learning%20Assistance%20Systems&body=Check%20this%20out%3A%20https%3A%2F%2Findustry-science.com%2Fen%2Farticles%2Fself-learning-assistance-systems%2F\" class=\"icon button circle is-outline tooltip email\" title=\"Email to a Friend\" aria-label=\"Email to a Friend\" rel=\"nofollow\"><i class=\"icon-envelop\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&url=https:\/\/industry-science.com\/en\/articles\/self-learning-assistance-systems\/&title=Self-Learning%20Assistance%20Systems\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip linkedin\" title=\"Share on LinkedIn\" aria-label=\"Share on LinkedIn\" rel=\"noopener nofollow\"><i class=\"icon-linkedin\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><hr style=\"margin-top:0px;\">\n","protected":false},"excerpt":{"rendered":"<p>Rising requirements for converting machines lead to more complex processes. Working with biogenic materials results in ever changing properties and so breakdowns are unavoidable and occur frequently. Many plant operators lack of a profound knowledge of these processes and remediate the impact of a breakdown and not the cause. To give operators hints on lasting elimination the cause we proclaim a self-learning assistance system providing information based on the current situation. To detect situations, unknown to the PLC, machine learning algorithms for pattern mining on field level sensors are used.<\/p>\n","protected":false},"featured_media":96737,"menu_order":0,"template":"","categories":[],"tags":[71303,76087,76086,76088],"product_cat":[3300],"topic":[],"technology":[71297],"knowhow":[],"industry":[],"writer":[82742,82743,82741],"content-type":[],"potential":[],"solution":[],"glossary":[],"class_list":{"0":"post-92975","1":"article","2":"type-article","3":"status-publish","4":"has-post-thumbnail","6":"tag-machine-learning","7":"tag-pattern-recognition","8":"tag-self-learning-assistance-system","9":"tag-troubleshooting-know-how","10":"product_cat-article","11":"technology-machine-learning","12":"writer-andre-schult-en","13":"writer-jens-peter-majschak-en","14":"writer-tilman-klaeger-en","15":"product","16":"first","17":"instock","18":"downloadable","19":"virtual","20":"sold-individually","21":"taxable","22":"purchasable","23":"product-type-article"},"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788.jpg",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-150x150.jpg",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-666x375.jpg",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-768x432.jpg",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-1024x576.jpg",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-1032x320.jpg",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-764x376.jpg",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-392x320.jpg",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-608x496.jpg",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-640x325.jpg",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-274x376.jpg",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-514x292.jpg",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-320x440.jpg",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-514x289.jpg",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-196x180.jpg",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788.jpg",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788.jpg",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-510x510.jpg",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-510x287.jpg",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-100x100.jpg",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/klaeger_Lernfaehige-Bedienerassistenz-fuer-Verarbeitungsmaschinen_IM-2017-4-1400x788-64x36.jpg",64,36,true]},"uagb_author_info":{"display_name":"Christoph Brocks","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Rising requirements for converting machines lead to more complex processes. Working with biogenic materials results in ever changing properties and so breakdowns are unavoidable and occur frequently. Many plant operators lack of a profound knowledge of these processes and remediate the impact of a breakdown and not the cause. To give operators hints on lasting&hellip;","_links":{"self":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/92975","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article"}],"about":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/types\/article"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media\/96737"}],"wp:attachment":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media?parent=92975"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/categories?post=92975"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/tags?post=92975"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/product_cat?post=92975"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/topic?post=92975"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/technology?post=92975"},{"taxonomy":"knowhow","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/knowhow?post=92975"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/industry?post=92975"},{"taxonomy":"writer","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/writer?post=92975"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/content-type?post=92975"},{"taxonomy":"potential","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/potential?post=92975"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/solution?post=92975"},{"taxonomy":"glossary","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/glossary?post=92975"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}