{"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":"energiewende-mit-praediktiven-analysen","status":"publish","type":"post","link":"https:\/\/e3mag.com\/de\/energiewende-mit-praediktiven-analysen\/","title":{"rendered":"Energiewende mit pr\u00e4diktiven Analysen"},"content":{"rendered":"\n<p>Etwa mit Blick auf fragile Lieferketten erm\u00f6glichen die Prognosen k\u00fcnstlicher Intelligenz immer h\u00e4ufiger, dass Unternehmen St\u00f6rungen und Disruptionen schnell erkennen und ausgleichen k\u00f6nnen, siehe dazu auch \u201eSupply Chain der Zukunft\u201c auf Seite 54 dieser Ausgabe. <em>\u201eDeutschland ist eine f\u00fchrende globale Logistikdrehscheibe\u201c<\/em>, sagt Heiko Henkes, Director und Principal Analyst bei ISG. <em>\u201eISG beobachtet aktuell, dass immer mehr Unternehmen die Vorteile automatisierter digitaler Lieferketten nutzen wollen, um zum Beispiel durch eine genaue Bedarfsplanung und ein Bedarfsmanagement in Echtzeit wettbewerbsf\u00e4hig zu bleiben.\u201c<\/em> Dazu geh\u00f6re mittlerweile auch die Vorbereitung auf das Metaverse. <\/p>\n\n\n\n<p>Die Digitalisierung der Lieferketten schaffe die Voraussetzung daf\u00fcr, sich auf diesem neuen Feld als Akteur einbringen zu k\u00f6nnen. Das steht in der Studie \u201eISG Provider Lens Digital Business \u2013 Solutions and Service Partners Germany 2021\u201c. Der Studie zufolge ist es nicht nur die anhaltende Covidpandemie, die diese Digitalisierung des Lieferkettenmanagements vorantreibt. Auch die steigenden Anforderungen an Nachhaltigkeit und eine effiziente Energieversorgung und -nutzung seien Treiber dieses Trends.<\/p><div class=\"great-fullsize-content-de\" style=\"float: left;\" id=\"great-3064886860\"><div id=\"great-2732884690\" 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><\/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>Der Markt f\u00fcr L\u00f6sungen und Services rund um digitale Lieferketten w\u00e4chst derzeit sehr schnell.<\/em><br><em>Heiko Henkes, Director und Principal Analyst, ISG<\/em><\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<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","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\/de\/category\/sap-nachrichten\/\" rel=\"category tag\">Community Nachrichten<\/a>, <a href=\"https:\/\/e3mag.com\/de\/category\/mag-22-04\/\" rel=\"category tag\">Mag 22-04<\/a>","author_info_v2":{"name":"E-3 Magazin","url":"https:\/\/e3mag.com\/de\/author\/e-3-magazin\/"},"comments_num_v2":"0 comments","_links":{"self":[{"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/posts\/113367","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/comments?post=113367"}],"version-history":[{"count":0,"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/posts\/113367\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/media\/113370"}],"wp:attachment":[{"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/media?parent=113367"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/categories?post=113367"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/tags?post=113367"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/e3mag.com\/de\/wp-json\/wp\/v2\/coauthors?post=113367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}