{"id":11303,"date":"2024-07-01T10:58:43","date_gmt":"2024-07-01T08:58:43","guid":{"rendered":"https:\/\/dbr77.com\/?p=11303"},"modified":"2025-07-17T12:02:59","modified_gmt":"2025-07-17T10:02:59","slug":"case-studies-3-pobranie-materialu","status":"publish","type":"post","link":"https:\/\/dbr77.com\/pl\/case-studies-3-pobranie-materialu\/","title":{"rendered":"Case study: Pobranie materia\u0142u z magazynu"},"content":{"rendered":"\n<p>Kolejna ods\u0142ona case study wprowadzi Was w zagadnienie optymalizacji procesu pobierania materia\u0142u z magazynu do wydania na produkcj\u0119. Bli\u017aniak Cyfrowy DBR77 pom\u00f3g\u0142 producentowi z bran\u017cy HVAC poradzi\u0107 sobie z du\u017c\u0105 zmienno\u015bci\u0105 realizowanych produkt\u00f3w, a tym samym wybra\u0107 optymalne pobranie materia\u0142u z magazynu.<\/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-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\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<iframe loading=\"lazy\" title=\"Optymalizacja pobran\u0301 materia\u0142owych na magazynie\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/HnzFVLoC-Lc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Opis przypadku<\/strong><\/h2>\n\n\n\n<p>Nasz klient to producent urz\u0105dze\u0144 wentylacyjnych i ch\u0142odniczych. Zak\u0142ad produkuj\u0105cy mie\u015bci si\u0119 w wojew\u00f3dztwie mazowieckim, zatrudniaj\u0105c ponad 150 os\u00f3b pracuj\u0105cych na dwie zmiany produkcyjne. Jednak  temat dotyczy\u0142 obszaru magazynu, a konkretniej \u201epikowania\u201d. Produkowane urz\u0105dzenia s\u0105 bardzo mocno customizowane, co zdecydowanie komplikuje kwesti\u0119 pobra\u0144. Ponadto, je\u017celi uwzgl\u0119dnimy do tego \u015bredni\u0105 ilo\u015b\u0107 pobra\u0144 na poziomie 800 element\u00f3w na zmian\u0119 to sytuacja robi si\u0119 skomplikowana. Zak\u0142ad ten mie\u015bci si\u0119 w centralnej Polsce, pracuje na 2 zmiany i w obszarze analizy (magazyn \u2013 pick) pracuje \u0142\u0105cznie 10 os\u00f3b.<\/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-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/dbr77.com\/wp-content\/uploads\/2024\/07\/31.gif\" alt=\"\" class=\"wp-image-11361\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Opis zadania<\/strong> &#8211; pobranie materia\u0142u z magazynu<\/h2>\n\n\n\n<p>Wyzwanie klienta wynika z profilu produkowanych wyrob\u00f3w. Na pierwszy rzut oka wyroby mog\u0105 wygl\u0105da\u0107 podobnie, ale mog\u0105 by\u0107 one dopasowane do potrzeb klienta finalnego w szerokim zakresie. Kluczem do rozwi\u0105zania tego problemu by\u0142o stworzenie mo\u017cliwo\u015bci generowania listy pobra\u0144 w dynamiczny spos\u00f3b uwzgl\u0119dniaj\u0105cy mix produktowy, kt\u00f3ry jest zaplanowany na dany dzie\u0144. Klient skorzysta\u0142 z symulacji pobra\u0144 magazynowych w \u015brodowisku Bli\u017aniaka Cyfrowego.<\/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-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/dbr77.com\/wp-content\/uploads\/2024\/07\/32-1.gif\" alt=\"\" class=\"wp-image-11370\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Zrealizowane prace<\/strong><\/h2>\n\n\n\n<p>1. Budowa Bli\u017aniaka Cyfrowego:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Stworzenie bli\u017aniaka cyfrowego odwzorowuj\u0105cego cz\u0119\u015b\u0107 magazynow\u0105.&nbsp;<\/li>\n\n\n\n<li>Opracowanie \u015bcie\u017cek transportowych i warunk\u00f3w brzegowych realizacji procesu pobra\u0144 materia\u0142u.&nbsp;<\/li>\n\n\n\n<li>Zdefiniowanie parametr\u00f3w pracy oraz \u015brodka transportu realizuj\u0105cego pobrania&nbsp;<\/li>\n<\/ul>\n\n\n\n<p>2. Symulacja pobra\u0144 materia\u0142owych:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Przygotowanie struktury danych procesowych.&nbsp;<\/li>\n\n\n\n<li>Import danych do systemu wraz z odpowiedni\u0105 struktur\u0105 celem zasilenia algorytm\u00f3w.<\/li>\n\n\n\n<li>Wybranie odpowiedniego algorytmu do realizacji zadania.&nbsp;<\/li>\n\n\n\n<li>Wygenerowanie najbardziej optymalnej listy pobra\u0144.<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-text-align-center wp-element-button\" href=\"https:\/\/meetings.hubspot.com\/katarzyna-marszalkiewicz\/meeting-demo-klient-sales-team\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Um\u00f3w si\u0119 na spotkanie<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Wyniki i wnioski<\/strong> &#8211; pobranie materia\u0142u z magazynu<\/h2>\n\n\n\n<p>Wyniki symulacji pokazuj\u0105 post\u0119puj\u0105c\u0105 mo\u017cliwo\u015b\u0107 optymalizacji procesu pobierania materia\u0142u. W symulacji odzwierciedlili\u015bmy 3 stany \u2013 pierwszy, kt\u00f3ry realizuje pobrania bez optymalizacji zak\u0142adaj\u0105c kolejno\u015b\u0107 pobra\u0144 na bazie kolejno\u015bci zlece\u0144 produkcyjnych (wynik symulacji 1000s). Dwa pozosta\u0142e u\u017cywa\u0142y odpowiednio algorytmu wyspowego oraz sortuj\u0105cego (550s i 200s odpowiednio). Optymalizacja przy u\u017cyciu symulacji pokazuje potencja\u0142 na poziomie a\u017c 60% redukcji czasu operacji wst\u0119pnie zoptymalizowanego procesu.&nbsp;<\/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-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/dbr77.com\/wp-content\/uploads\/2024\/07\/33-1.gif\" alt=\"\" class=\"wp-image-11373\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Korzy\u015bci dla firmy<\/strong><\/h2>\n\n\n\n<p>Podsumowuj\u0105c, dzi\u0119ki wykorzystaniu bli\u017aniaka cyfrowego, firma w zaledwie kilka dni przygotowa\u0142a symulacj\u0119 pobra\u0144 materia\u0142u na bazie aktualnych zlece\u0144 produkcyjnych oraz ma mo\u017cliwo\u015b\u0107 aktualizacji procesu w bardzo kr\u00f3tkim czasie \u2013 wystarczy zaimportowa\u0107 zaktualizowane zlecenie produkcyjne, a wybrany algorytm w kilka sekund znajdzie rozwi\u0105zanie. To jest szczeg\u00f3lnie istotne w sytuacjach awaryjnych: brak surowca, operatora lub inne czynniki, kt\u00f3re powoduj\u0105 konieczno\u015b\u0107 zmiany produkcji.&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-text-align-center wp-element-button\" href=\"https:\/\/meetings.hubspot.com\/katarzyna-marszalkiewicz\/meeting-demo-klient-sales-team\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Um\u00f3w si\u0119 na spotkanie<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Dlaczego Bli\u017aniak Cyfrowy jest optymalnym rozwi\u0105zaniem<\/strong>?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. <strong><strong>Szybka mo\u017cliwo\u015b\u0107 odwzorowania procesu<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p>Bli\u017aniak cyfrowy pozwala na szybkie i dok\u0142adne odtworzenie rzeczywistego procesu produkcyjnego w wirtualnym \u015brodowisku. Dzi\u0119ki zaawansowanym narz\u0119dziom do modelowania i wizualizacji, procesy mog\u0105 by\u0107 odwzorowane z wysok\u0105 precyzj\u0105, co umo\u017cliwia lepsze zrozumienie i analiz\u0119 ich funkcjonowania. Ponadto szybkie odwzorowanie skraca czas potrzebny na planowanie i implementacj\u0119, co jest kluczowe w dynamicznych i konkurencyjnych rynkach.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. <strong><strong>Mo\u017cliwo\u015b\u0107 symulacji w oparciu o zdefiniowane algorytmy<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p>Bli\u017aniak cyfrowy umo\u017cliwia przeprowadzanie symulacji proces\u00f3w produkcyjnych z wykorzystaniem zdefiniowanych algorytm\u00f3w. Dzi\u0119ki temu mo\u017cna testowa\u0107 r\u00f3\u017cne scenariusze, przewidywa\u0107 potencjalne problemy oraz optymalizowa\u0107 dzia\u0142anie systemu bez konieczno\u015bci wprowadzania zmian w rzeczywistym procesie. W zwi\u0105zku z tym, \u017ce symulacje mog\u0105 uwzgl\u0119dnia\u0107 r\u00f3\u017cne zmienne, takie jak zmiany w popycie, dost\u0119pno\u015b\u0107 surowc\u00f3w czy awarie maszyn, mo\u017cliwe jest lepsze przygotowanie si\u0119 do rzeczywistych warunk\u00f3w operacyjnych&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. <strong><strong>\u0141atwo\u015b\u0107 aktualizacji za\u0142o\u017ce\u0144 i wygenerowania nowych alternatywnych linii pobra\u0144 materia\u0142owych<\/strong><\/strong><\/strong><\/h3>\n\n\n\n<p>Bli\u017aniak cyfrowy oferuje elastyczno\u015b\u0107 w aktualizacji za\u0142o\u017ce\u0144 i tworzeniu nowych alternatywnych scenariuszy. Dzi\u0119ki temu w miar\u0119 jak zmieniaj\u0105 si\u0119 warunki produkcyjne, za\u0142o\u017cenia mog\u0105 by\u0107 \u0142atwo modyfikowane, a nowe alternatywne linie pobra\u0144 materia\u0142owych mog\u0105 by\u0107 szybko generowane. W konsekwencji zdolno\u015b\u0107 do adaptacji pozwala na bie\u017c\u0105co reagowa\u0107 na zmiany w \u015brodowisku produkcyjnym, co zwi\u0119ksza efektywno\u015b\u0107 i elastyczno\u015b\u0107 operacyjn\u0105.&nbsp;&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/dbr77.com\/blizniak-cyfrowy-i-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Czytaj wi\u0119cej o Bli\u017aniaku Cyfrowym<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">PODSUMOWANIE<\/h2>\n\n\n\n<p>Podsumowuj\u0105c, wprowadzenie Bli\u017aniaka Cyfrowego DBR77 umo\u017cliwi\u0142o optymalizacj\u0119 procesu pobierania materia\u0142\u00f3w na magazynie dla producenta z bran\u017cy HVAC. Dzi\u0119ki symulacji w \u015brodowisku cyfrowym, firma mog\u0142a dynamicznie generowa\u0107 listy pobra\u0144 dostosowane do zmienno\u015bci produkcji, co znacznie usprawni\u0142o operacje magazynowe. Analiza wykaza\u0142a, \u017ce czas potrzebny na pobranie materia\u0142\u00f3w mo\u017cna zredukowa\u0107 nawet o 60% dzi\u0119ki zastosowaniu zaawansowanych algorytm\u00f3w.&nbsp;<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Zobacz te\u017c film o <strong>Bli\u017aniaku Cyfrowym <\/strong>z konferencji DBR77 &#8222;(R)ewolucja Przemys\u0142owa&#8221;:<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:80%\">\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<iframe loading=\"lazy\" title=\"Panel &quot;Jak zbudowa\u0107 bli\u017aniaka cyfrowego? Symulacje i algorytmy&quot;.\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/wlY0-gQd7O4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kolejna ods\u0142ona case study wprowadzi Was w zagadnienie optymalizacji procesu pobierania materia\u0142u z magazynu do wydania na produkcj\u0119. Bli\u017aniak Cyfrowy DBR77 pom\u00f3g\u0142 producentowi z bran\u017cy HVAC poradzi\u0107 sobie z du\u017c\u0105 zmienno\u015bci\u0105 realizowanych produkt\u00f3w, a tym samym wybra\u0107 optymalne pobranie materia\u0142u z magazynu. Opis przypadku Nasz klient to producent urz\u0105dze\u0144 wentylacyjnych i ch\u0142odniczych. Zak\u0142ad produkuj\u0105cy mie\u015bci [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":11358,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[108],"tags":[109,110],"content_language":[],"class_list":["post-11303","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-study","tag-blizniak-cyfrowy","tag-digital-twin"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Case study: Pobranie materia\u0142u z magazynu - DBR77 Robotics<\/title>\n<meta name=\"description\" content=\"Zobacz, jak mo\u017ce wygl\u0105da optymalne pobranie materia\u0142u z magazynu w bli\u017aniaku cyfrowym DBR77 - na przyk\u0142adzie producenta z bran\u017cy HVAC.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dbr77.com\/pl\/case-studies-3-pobranie-materialu\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Case study: Pobranie materia\u0142u z magazynu - 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