{"id":113367,"date":"2022-05-11T10:10:00","date_gmt":"2022-05-11T08:10:00","guid":{"rendered":"http:\/\/e3mag.com\/?p=113367"},"modified":"2022-05-12T08:12:18","modified_gmt":"2022-05-12T06:12:18","slug":"energy-transition-with-predictive-analysis","status":"publish","type":"post","link":"https:\/\/e3mag.com\/en\/energy-transition-with-predictive-analysis\/","title":{"rendered":"Energy transition with predictive analytics"},"content":{"rendered":"<p>For example, with regard to fragile supply chains, artificial intelligence predictions are increasingly enabling companies to quickly identify and compensate for disruptions and disruptions, see also \"Supply chain of the future\" on page 54 of this issue. <em>\"Germany is a leading global logistics hub\"<\/em>says Heiko Henkes, Director and Principal Analyst at ISG. <em>\"ISG is currently seeing more and more companies looking to take advantage of automated digital supply chains, for example, to remain competitive through accurate demand planning and real-time demand management.\"<\/em> In the meantime, this also includes preparation for the Metaverse. <\/p>\n\n\n\n<p>The digitization of supply chains creates the prerequisite for being able to play a role in this new field. This is stated in the study \"ISG Provider Lens Digital Business - Solutions and Service Partners Germany 2021\". According to the study, it is not only the ongoing covid pandemic that is driving this digitalization of supply chain management. Increasing demands for sustainability and efficient energy supply and use are also driving this trend.<\/p><div id=\"great-353215336\" class=\"great-fullsize-content-en\" style=\"margin-bottom: 20px;\"><a data-no-instant=\"1\" href=\"https:\/\/www.youtube.com\/watch?v=6ZGXMPyM-nU\" rel=\"noopener\" class=\"a2t-link\" target=\"_blank\" aria-label=\"banner_26-04_29_1200x150\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1.jpg\" alt=\"\"  srcset=\"https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1.jpg 1200w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-400x50.jpg 400w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-768x96.jpg 768w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-100x13.jpg 100w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-480x60.jpg 480w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-640x80.jpg 640w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-720x90.jpg 720w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-960x120.jpg 960w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-1168x146.jpg 1168w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-18x2.jpg 18w, https:\/\/e3mag.com\/wp-content\/uploads\/2026\/03\/banner_26-04_29_1200x150-1-600x75.jpg 600w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" width=\"1200\" height=\"150\"  style=\" max-width: 100%; height: auto;\" \/><\/a><\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"658\" src=\"https:\/\/e3mag.com\/wp-content\/uploads\/2022\/03\/Heiko-Henkes_ISG-Information-Services-Group.jpg\" alt=\"Heiko Henkes, ISG\" class=\"wp-image-112583\" srcset=\"https:\/\/e3mag.com\/wp-content\/uploads\/2022\/03\/Heiko-Henkes_ISG-Information-Services-Group.jpg 800w, https:\/\/e3mag.com\/wp-content\/uploads\/2022\/03\/Heiko-Henkes_ISG-Information-Services-Group-768x632.jpg 768w, https:\/\/e3mag.com\/wp-content\/uploads\/2022\/03\/Heiko-Henkes_ISG-Information-Services-Group-100x82.jpg 100w, https:\/\/e3mag.com\/wp-content\/uploads\/2022\/03\/Heiko-Henkes_ISG-Information-Services-Group-480x395.jpg 480w, https:\/\/e3mag.com\/wp-content\/uploads\/2022\/03\/Heiko-Henkes_ISG-Information-Services-Group-640x526.jpg 640w, https:\/\/e3mag.com\/wp-content\/uploads\/2022\/03\/Heiko-Henkes_ISG-Information-Services-Group-720x592.jpg 720w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><figcaption><em>The market for solutions and services related to digital supply chains is currently growing very rapidly.<\/em><br><em>Heiko Henkes, Director and Principal Analyst, ISG<\/em><\/figcaption><\/figure>","protected":false},"excerpt":{"rendered":"<p>AI, including machine learning, has now reached a level of market maturity that enables manufacturing companies to stabilize their business even in the face of rapid market upheaval. <\/p>","protected":false},"author":38,"featured_media":113370,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pmpro_default_level":"","footnotes":""},"categories":[2,40563],"tags":[1039,40583,5207,7511],"coauthors":[19920],"class_list":["post-113367","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sap-nachrichten","category-mag-22-04","tag-lizenzmanagement","tag-mag-22-04","tag-sapanoptikum","tag-software-asset-management","pmpro-has-access"],"acf":[],"featured_image_urls_v2":{"full":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"thumbnail":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-150x150.jpg",150,150,true],"medium":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",400,180,false],"medium_large":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-768x346.jpg",768,346,true],"large":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"image-100":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-100x45.jpg",100,45,true],"image-480":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-480x216.jpg",480,216,true],"image-640":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-640x288.jpg",640,288,true],"image-720":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-720x324.jpg",720,324,true],"image-960":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-960x432.jpg",960,432,true],"image-1168":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"image-1440":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"image-1920":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"1536x1536":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"2048x2048":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"trp-custom-language-flag":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",18,8,false],"bricks_large_16x9":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"bricks_large":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"bricks_large_square":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",1000,450,false],"bricks_medium":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",600,270,false],"bricks_medium_square":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK.jpg",600,270,false],"profile_24":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-24x24.jpg",24,24,true],"profile_48":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-48x48.jpg",48,48,true],"profile_96":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-96x96.jpg",96,96,true],"profile_150":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-150x150.jpg",150,150,true],"profile_300":["https:\/\/e3mag.com\/wp-content\/uploads\/2022\/05\/shutterstock_2031844034-GIGISTOCK-300x300.jpg",300,300,true]},"post_excerpt_stackable_v2":"<p>KI, darunter das maschinelle Lernen, hat mittlerweile eine Marktreife erlangt, mit der Fertigungsunternehmen ihr Gesch\u00e4ft auch bei schnellen Marktumbr\u00fcchen stabilisieren k\u00f6nnen. <\/p>\n","category_list_v2":"<a href=\"https:\/\/e3mag.com\/en\/category\/sap-news\/\" rel=\"category tag\">Community Nachrichten<\/a>, <a href=\"https:\/\/e3mag.com\/en\/category\/mag-22-04\/\" rel=\"category tag\">Mag 22-04<\/a>","author_info_v2":{"name":"E-3 Magazine","url":"https:\/\/e3mag.com\/en\/author\/e-3-magazin\/"},"comments_num_v2":"0 comments","_links":{"self":[{"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/posts\/113367","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/comments?post=113367"}],"version-history":[{"count":0,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/posts\/113367\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/media\/113370"}],"wp:attachment":[{"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/media?parent=113367"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/categories?post=113367"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/tags?post=113367"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/e3mag.com\/en\/wp-json\/wp\/v2\/coauthors?post=113367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}