{"id":11325,"date":"2024-05-13T12:37:00","date_gmt":"2024-05-13T10:37:00","guid":{"rendered":"https:\/\/www.manutan.cz\/magazin\/?p=5163"},"modified":"2024-05-13T12:37:00","modified_gmt":"2024-05-13T10:37:00","slug":"data-velkeho-objemu-a-umela-inteligence-hybne-sily-rustu-zeleneho-dodavatelskeho-retezce","status":"publish","type":"post","link":"https:\/\/www.manutan.cz\/blog\/data-velkeho-objemu-a-umela-inteligence-hybne-sily-rustu-zeleneho-dodavatelskeho-retezce\/","title":{"rendered":"Data velk\u00e9ho objemu a um\u011bl\u00e1 inteligence \u2013 hybn\u00e9 s\u00edly r\u016fstu zelen\u00e9ho dodavatelsk\u00e9ho \u0159et\u011bzce"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Data velk\u00e9ho objemu jsou v&nbsp;kombinaci s&nbsp;um\u011blou inteligenc\u00ed (AI) z\u00e1kladn\u00edm pracovn\u00edm n\u00e1strojem pro rozvoj zelen\u00e9ho dodavatelsk\u00e9ho \u0159et\u011bzce ve velk\u00e9m m\u011b\u0159\u00edtku. C\u00edlem je samoz\u0159ejm\u011b dos\u00e1hnout uhl\u00edkov\u00e9 neutrality v&nbsp;r\u00e1mci dodavatelsk\u00e9ho \u0159et\u011bzce, ani\u017e by do\u0161lo ke sn\u00ed\u017een\u00ed v\u00fdkonnosti.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Podle studie proveden\u00e9 spole\u010dnost\u00ed Capgemini v&nbsp;srpnu 2020<a href=\"\/#_ftn1\">[1]<\/a> se 85&nbsp;% spole\u010dnost\u00ed domn\u00edv\u00e1, \u017ee je mo\u017en\u00e9 spojit optimalizaci n\u00e1klad\u016f s&nbsp;ochranou \u017eivotn\u00edho prost\u0159ed\u00ed. Jedn\u00e1 se o&nbsp;strategickou prioritu, kter\u00e1 reaguje na skute\u010dnou popt\u00e1vku z\u00e1kazn\u00edk\u016f. Podle stejn\u00e9 studie nyn\u00ed 79&nbsp;% spot\u0159ebitel\u016f bere v&nbsp;\u00favahu dopad sv\u00fdch n\u00e1kup\u016f na \u017eivotn\u00ed prost\u0159ed\u00ed.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Data velk\u00e9ho objemu a um\u011bl\u00e1 inteligence utv\u00e1\u0159ej\u00ed strukturu zelen\u00e9ho dodavatelsk\u00e9ho \u0159et\u011bzce<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Ekologick\u00e1 i digit\u00e1ln\u00ed transformace jdou ruku v&nbsp;ruce.<\/strong> Vych\u00e1zej\u00ed ze stejn\u00e9ho pl\u00e1nu a pln\u00ed stejn\u00e9 c\u00edle v&nbsp;oblasti provozn\u00ed a environment\u00e1ln\u00ed v\u00fdkonnosti se zam\u011b\u0159en\u00edm na optimalizaci n\u00e1klad\u016f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Jak slou\u017e\u00ed technologie \u017eivotn\u00edmu prost\u0159ed\u00ed?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Digit\u00e1ln\u00ed technologie mohou zvy\u0161ovat odolnost a v\u00fdkonnost dodavatelsk\u00e9ho \u0159et\u011bzce a z\u00e1rove\u0148 sni\u017eovat jeho uhl\u00edkovou stopu. \u00daspora paliva a energie, sn\u00ed\u017een\u00ed mno\u017estv\u00ed odpadu a zv\u00fd\u0161en\u00ed \u010dasov\u00e9 efektivity, to v\u0161e <strong>je mo\u017en\u00e9 d\u00edky syst\u00e9m\u016fm sb\u011bru a zpracov\u00e1n\u00ed dat v&nbsp;re\u00e1ln\u00e9m \u010dase<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Podle v\u00fd\u0161e citovan\u00e9 studie pl\u00e1nuje t\u00e9m\u011b\u0159 80&nbsp;% spole\u010dnost\u00ed <strong>investice do digit\u00e1ln\u00edch technologi\u00ed s&nbsp;c\u00edlem urychlit svou ekologickou transformaci<\/strong>, nap\u0159\u00edklad p\u0159echodem na syst\u00e9m automatizovan\u00e9ho Skladu 4.0. O&nbsp;t\u00e9to potenci\u00e1ln\u00ed investici uva\u017euj\u00ed takto:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Pro 59&nbsp;% z&nbsp;nich poskytuj\u00ed syst\u00e9my sb\u011bru a anal\u00fdzy dat cenn\u00e9 ukazatele pro \u0159\u00edzen\u00ed a kontrolu environment\u00e1ln\u00edch z\u00e1le\u017eitost\u00ed (spot\u0159eby energie, paliva a vody a emis\u00ed CO<sub>2<\/sub>).<\/li><li>50&nbsp;% z&nbsp;nich se rovn\u011b\u017e domn\u00edv\u00e1, \u017ee technologick\u00fd pokrok zvy\u0161uje p\u0159esnost t\u011bchto ukazatel\u016f.<\/li><\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Vyu\u017eit\u00ed um\u011bl\u00e9 inteligence ke sn\u00ed\u017een\u00ed environment\u00e1ln\u00edch n\u00e1klad\u016f na silni\u010dn\u00ed dopravu<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Silni\u010dn\u00ed doprava m\u00e1 d\u00edky dat\u016fm velk\u00e9ho objemu a um\u011bl\u00e9 inteligenci p\u0159\u00edstup ke konkr\u00e9tn\u00edm \u0159e\u0161en\u00edm. Sb\u011br dat v&nbsp;re\u00e1ln\u00e9m \u010dase poskytuje zna\u010dn\u00e9 mno\u017estv\u00ed informac\u00ed o&nbsp;<strong>zp\u016fsobu j\u00edzdy \u0159idi\u010d\u016f, a t\u00edm i o&nbsp;spot\u0159eb\u011b paliva<\/strong>. D\u00edky anal\u00fdze dat je mo\u017en\u00e9<strong> pou\u010dit \u0159idi\u010de o&nbsp;tom, jak jezdit energeticky \u00fasporn\u011bji<\/strong> a sni\u017eovat tak emise CO<sub>2<\/sub>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Hlavn\u00ed v\u00fdhody vyu\u017e\u00edv\u00e1n\u00ed dat velk\u00e9ho objemu a um\u011bl\u00e9 inteligence v&nbsp;odv\u011btv\u00ed silni\u010dn\u00ed dopravy jsou n\u00e1sleduj\u00edc\u00ed:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>sn\u00ed\u017een\u00ed n\u00e1klad\u016f na dopravu,<\/li><li>sn\u00ed\u017een\u00ed ekologick\u00e9 stopy dodavatelsk\u00e9ho \u0159et\u011bzce,<\/li><li>\u0159idi\u010di \u010dasto jezd\u00ed opatrn\u011bji.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Data velk\u00e9ho objemu d\u00edky optimalizaci tras a dopl\u0148ov\u00e1n\u00ed paliva rovn\u011b\u017e <strong>zkracuj\u00ed<\/strong> <strong>dodac\u00ed lh\u016fty<\/strong>. <strong>Anal\u00fdza dopravy v&nbsp;re\u00e1ln\u00e9m \u010dase<\/strong> umo\u017e\u0148uje volit v\u017edy nejefektivn\u011bj\u0161\u00ed trasu a sn\u00ed\u017eit po\u010det j\u00edzd. Odhaduje se, \u017ee tyto n\u00e1stroje zkracuj\u00ed cestovn\u00ed vzd\u00e1lenosti o 16&nbsp;% a <a href=\"https:\/\/www.orange-business.com\/en\/magazine\/climate-change-sustainability-has-become-business-imperative\">zvy\u0161uj\u00ed<\/a> <a href=\"https:\/\/www.orange-business.com\/en\/magazine\/climate-change-sustainability-has-become-business-imperative\">v\u010dasnost<\/a><a href=\"https:\/\/www.orange-business.com\/en\/magazine\/climate-change-sustainability-has-become-business-imperative\"> dod\u00e1vek v&nbsp;pr\u016fm\u011bru na 98&nbsp;%<\/a>. A to znamen\u00e1 krok vp\u0159ed pro soci\u00e1ln\u00ed odpov\u011bdnost podnik\u016f i spokojenost z\u00e1kazn\u00edk\u016f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Kdy\u017e um\u011bl\u00e1 inteligence a dodavatelsk\u00fd \u0159et\u011bzec znamenaj\u00ed p\u0159edv\u00eddatelnost<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Dal\u0161\u00ed velk\u00fd p\u0159\u00ednos dat velk\u00e9ho objemu v&nbsp;kombinaci se softwarem um\u011bl\u00e9 inteligence (AI) zpracov\u00e1van\u00fdch pomoc\u00ed u\u010d\u00edc\u00edch se algoritm\u016f (hlubok\u00e9ho u\u010den\u00ed) spo\u010d\u00edv\u00e1 v&nbsp;jejich <strong>analytick\u00e9 kapacit\u011b<\/strong>. Spole\u010dnosti proto p\u0159ech\u00e1zej\u00ed od modelu anal\u00fdzy zalo\u017een\u00e9ho na minul\u00fdch v\u00fdsledc\u00edch k&nbsp;modelu, kter\u00fd m\u016f\u017ee informovat o&nbsp;potenci\u00e1ln\u00edch budouc\u00edch ud\u00e1lostech. Tato prediktivn\u00ed funkce p\u0159izp\u016fsoben\u00e1 logistice poskytuje dodavatelsk\u00e9mu \u0159et\u011bzci <strong>efektivn\u00ed \u0159e\u0161en\u00ed, a to jak z&nbsp;hlediska provozn\u00edho, tak environment\u00e1ln\u00edho<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Tuto volbu u\u010dinil nap\u0159\u00edklad <strong>antverpsk\u00fd p\u0159\u00edstav, a to vytvo\u0159en\u00edm 3D modelu p\u0159\u00edstavu<\/strong> s&nbsp;n\u00e1zvem <a href=\"https:\/\/www.youtube.com\/watch?v=kLLTNRPgLe8\">APICA<\/a> (Antwerp Port Information and Control Assistant, Informa\u010dn\u00ed a kontroln\u00ed asistent p\u0159\u00edstavu Antverpy). Modelov\u00e1n\u00ed je mo\u017en\u00e9 d\u00edky zpracov\u00e1n\u00ed dat v&nbsp;re\u00e1ln\u00e9m \u010dase, kter\u00e1 syntetizuj\u00ed ve\u0161kerou \u010dinnost p\u0159\u00edstavu. Zohled\u0148uje n\u00e1sleduj\u00edc\u00ed \u00fadaje:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>pohyb zbo\u017e\u00ed,<\/li><li>pov\u011btrnostn\u00ed podm\u00ednky,<\/li><li>kvalitu ovzdu\u0161\u00ed,<\/li><li>p\u0159\u00edlivy a odliv,<\/li><li>dostupnost person\u00e1lu,<\/li><li>pohyb most\u016f a plavebn\u00edch komor.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">V\u0161echna tato data jsou p\u0159en\u00e1\u0161ena senzory IoT (internetu v\u011bc\u00ed), kamerami a drony. Spr\u00e1vci p\u0159\u00edstav\u016f tak maj\u00ed <strong>komplexn\u00ed p\u0159ehled o&nbsp;d\u011bn\u00ed v&nbsp;re\u00e1ln\u00e9m \u010dase<\/strong>, co\u017e jim umo\u017e\u0148uje p\u0159edv\u00eddat neobvykl\u00e9 situace. To nap\u0159\u00edklad umo\u017e\u0148uje p\u0159edpov\u00eddat toxicitu emis\u00ed z&nbsp;lod\u00ed za r\u016fzn\u00fdch okolnost\u00ed a p\u0159ij\u00edmat vhodn\u00e1 n\u00e1pravn\u00e1 opat\u0159en\u00ed.<br><br>P\u0159edv\u00eddatelnost, kterou nab\u00edzej\u00ed data a um\u011bl\u00e1 inteligence v&nbsp;dodavatelsk\u00e9m \u0159et\u011bzci, je rovn\u011b\u017e \u0159e\u0161en\u00edm pro <strong>v\u00fdrazn\u00e9 sn\u00ed\u017een\u00ed pl\u00fdtv\u00e1n\u00ed<\/strong>, zejm\u00e9na p\u0159i p\u0159eprav\u011b \u010derstv\u00fdch produkt\u016f. Odhaduje se, \u017ee mo\u017enost p\u0159izp\u016fsobit p\u0159edem z\u00e1soby a n\u00e1klad co nejv\u00edce prodeji m\u016f\u017ee sn\u00ed\u017eit po\u010det n\u00e1kladn\u00edch vozidel na silnic\u00edch o&nbsp;15\u201320&nbsp;%. Kvalita p\u0159edpov\u011bd\u00ed se d\u00edky um\u011bl\u00e9 inteligenci zvy\u0161uje o 10 a\u017e 15 bod\u016f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Data velk\u00e9ho objemu a um\u011bl\u00e1 inteligence m\u011bn\u00ed dodavatelsk\u00fd \u0159et\u011bzec<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Aby mohly spole\u010dnosti sni\u017eovat sv\u016fj dopad na \u017eivotn\u00ed prost\u0159ed\u00ed, optimalizovat vz\u00e1jemn\u00e9 interakce a reagovat na jejich naru\u0161en\u00ed v&nbsp;re\u00e1ln\u00e9m \u010dase, mus\u00ed <strong>m\u00edt sv\u016fj dodavatelsk\u00fd \u0159et\u011bzec pln\u011b pod kontrolou<\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Pro\u010d shroma\u017e\u010fovat data v&nbsp;pr\u016fb\u011bhu cel\u00e9ho \u017eivotn\u00edho cyklu v\u00fdrobku?<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Spole\u010dnosti pot\u0159ebuj\u00ed m\u00edt komplexn\u011bj\u0161\u00ed p\u0159ehled o&nbsp;pou\u017eit\u00fdch materi\u00e1lech, sou\u010d\u00e1stech a p\u0159\u00edsad\u00e1ch, obalech, zdroj\u00edch, v\u00fdrobn\u00edch procesech a spot\u0159eb\u011b energie. Tento komplexn\u00ed pohled na jejich podnik\u00e1n\u00ed jim poskytuje pot\u0159ebn\u00e9 zdroje k&nbsp;<strong>proveden\u00ed z\u00e1sadn\u00edch zm\u011bn v&nbsp;dodavatelsk\u00e9m \u0159et\u011bzci v&nbsp;tomto odv\u011btv\u00ed<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Spole\u010dnosti tak\u00e9 mus\u00ed budovat inteligentn\u00ed s\u00edt\u011b, kter\u00e9 zahrnuj\u00ed r\u016fzn\u00e9 hr\u00e1\u010de na trhu, po\u010d\u00ednaje jejich z\u00e1kazn\u00edky. To jim umo\u017e\u0148uje <strong>p\u0159\u00edstup k&nbsp;\u00fadaj\u016fm o&nbsp;distribuci a recyklaci<\/strong> jejich v\u00fdrobk\u016f. A k&nbsp;tomu, aby bylo mo\u017en\u00e9 tato data vyu\u017e\u00edt, jsou nezbytn\u00e9 modely um\u011bl\u00e9 inteligence ur\u010den\u00e9 pro dodavatelsk\u00fd \u0159et\u011bzec a strojov\u00e9 u\u010den\u00ed (ML).<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Cesta k&nbsp;transparentnosti dodavatelsk\u00e9ho \u0159et\u011bzce pro lep\u0161\u00ed pochopen\u00ed jeho probl\u00e9m\u016f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Zaveden\u00ed <strong>\u00fa\u010dinn\u00e9ho po\u010d\u00edta\u010dov\u00e9ho procesu monitorov\u00e1n\u00ed a sledov\u00e1n\u00ed<\/strong> vy\u017eaduje vytvo\u0159en\u00ed s\u00edt\u011b spole\u010dnost\u00ed, kter\u00e9 sd\u00edlej\u00ed informace. Aby spole\u010dnost pln\u011b porozum\u011bla v\u00fdzv\u00e1m spojen\u00fdm se sni\u017eov\u00e1n\u00edm dopadu v\u00fdroby na \u017eivotn\u00ed prost\u0159ed\u00ed, mus\u00ed si vytvo\u0159it vazby na sv\u00e9 p\u0159\u00edm\u00e9 i nep\u0159\u00edm\u00e9 dodavatele. Tato s\u00ed\u0165 m\u016f\u017ee zahrnovat tak\u00e9 zdroje, jako jsou satelity pro sledov\u00e1n\u00ed odles\u0148ov\u00e1n\u00ed, vyu\u017e\u00edv\u00e1n\u00ed vody, zem\u011bd\u011blstv\u00ed a t\u011b\u017eby.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Technologie jako <strong>Blockchain, 5G a senzory na palet\u00e1ch<\/strong> pom\u00e1haj\u00ed zajistitrovn\u011b\u017e <strong>zabezpe\u010den\u00e9 p\u0159ipojen\u00ed v&nbsp;re\u00e1ln\u00e9m \u010dase<\/strong>. Tyto n\u00e1stroje tak\u00e9 poskytuj\u00ed p\u0159ehled o&nbsp;\u0159et\u011bzc\u00edch dr\u017eitel\u016f a interakc\u00edch v&nbsp;s\u00edti. Shroma\u017e\u010fov\u00e1n\u00ed a spr\u00e1va v\u0161ech t\u011bchto informac\u00ed vy\u017eaduj\u00ed \u0161k\u00e1lovateln\u00e9 datov\u00e9 \u00falo\u017ei\u0161t\u011b a integraci mnoha zdroj\u016f dat.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Um\u011bl\u00e1 inteligence v&nbsp;dodavatelsk\u00e9m \u0159et\u011bzci a ve skladu<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>D\u00edky technologi\u00edm dosp\u011bl sklad do \u00e9ry 4.0<\/strong>. Skladov\u00e9 hospod\u00e1\u0159stv\u00ed budoucnosti je optimalizov\u00e1no kombinac\u00ed automatizace, um\u011bl\u00e9 inteligence a zpracov\u00e1n\u00ed dat velk\u00e9ho objemu. Tyto technologick\u00e9 vymo\u017eenosti umo\u017e\u0148uj\u00ed p\u016fsobit ve prosp\u011bch ekologick\u00e9 transformace zlep\u0161en\u00edm v\u0161ech skladov\u00fdch proces\u016f. Tato optimalizace skladu vede ke <strong>zm\u011bn\u00e1m v&nbsp;\u0159\u00edzen\u00ed t\u00fdm\u016f<\/strong>, co\u017e n\u00e1sledn\u011b vede k&nbsp;nov\u00e9 organizaci slu\u017eeb a zm\u011bn\u00e1m v&nbsp;\u0159\u00edzen\u00ed.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pro lep\u0161\u00ed porozum\u011bn\u00ed nov\u00fdm v\u00fdzv\u00e1m pro \u010dlov\u011bka v&nbsp;tomto odv\u011btv\u00ed si st\u00e1hn\u011bte si na\u0161i p\u0159\u00edru\u010dku \u201eTransformace skladu a jeho \u010dinnost\u00ed\u201c.<\/p>\n\n\n\n<hr class=\"wp-block-separator\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Data velk\u00e9ho objemu jsou v&nbsp;kombinaci s&nbsp;um\u011blou inteligenc\u00ed (AI) z\u00e1kladn\u00edm pracovn\u00edm n\u00e1strojem pro rozvoj zelen\u00e9ho dodavatelsk\u00e9ho \u0159et\u011bzce ve velk\u00e9m m\u011b\u0159\u00edtku. C\u00edlem je samoz\u0159ejm\u011b dos\u00e1hnout uhl\u00edkov\u00e9 neutrality v&nbsp;r\u00e1mci dodavatelsk\u00e9ho \u0159et\u011bzce, ani\u017e by do\u0161lo ke sn\u00ed\u017een\u00ed v\u00fdkonnosti. Podle studie proveden\u00e9 spole\u010dnost\u00ed Capgemini v&nbsp;srpnu 2020[1] se 85&nbsp;% spole\u010dnost\u00ed domn\u00edv\u00e1, \u017ee je mo\u017en\u00e9 spojit optimalizaci n\u00e1klad\u016f s&nbsp;ochranou \u017eivotn\u00edho prost\u0159ed\u00ed. Jedn\u00e1 [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":11233,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[6,7],"tags":[27],"class_list":["post-11325","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-typy-a-navody","category-trendy","tag-udrzitelnost"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.0.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Data velk\u00e9ho objemu jsou v kombinaci s um\u011blou inteligenc\u00ed (AI) z\u00e1kladn\u00edm pracovn\u00edm n\u00e1strojem pro rozvoj zelen\u00e9ho dodavatelsk\u00e9ho \u0159et\u011bzce ve velk\u00e9m m\u011b\u0159\u00edtku. 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