{"id":129088,"date":"2022-02-28T13:35:25","date_gmt":"2022-02-28T11:35:25","guid":{"rendered":"https:\/\/lean.org.hu\/?p=129088"},"modified":"2023-02-10T11:16:22","modified_gmt":"2023-02-10T09:16:22","slug":"folyamatok-autmatizalasa","status":"publish","type":"post","link":"https:\/\/lean.org.hu\/en\/termeles\/hagyd-a-cipekedest-masra-logisztikai-robotok-talalkozasa-a-leannel\/","title":{"rendered":"&#8222;Hagyja a cipeked\u00e9st m\u00e1sra&#8221; \u2013 logisztikai robotok tal\u00e1lkoz\u00e1sa a leannel"},"content":{"rendered":"<p><strong><strong>Egyre t\u00f6bb v\u00e1llalat d\u00f6nt \u00fagy, hogy folyamatait automatiz\u00e1l\u00e1ssal fejleszti. A megfelel\u0151 technol\u00f3giai megold\u00e1s kiv\u00e1laszt\u00e1sa \u00c9S, a folyamatok stabiliz\u00e1l\u00e1sa, lean szeml\u00e9let\u0171 fejleszt\u00e9se EGYAR\u00c1NT sz\u00fcks\u00e9gesek a fenntarthat\u00f3 eredm\u00e9nyekhez. Ez volt a siker kulcsa az al\u00e1bbi esetben is, ahol 82%-KAL CS\u00d6KKENT a munkaer\u0151r\u00e1ford\u00edt\u00e1s<\/strong>. \u00cdme <em><a href=\"https:\/\/lean.org.hu\/en\/cimke\/tortenetek-a-gembarol\/\" target=\"_blank\" rel=\"noreferrer noopener\">T\u00f6rt\u00e9netek a gemb\u00e1r\u00f3l sorozatunk<\/a><\/em> k\u00f6vetkez\u0151 r\u00e9sze: &#8222;<strong>Hagyja a cipeked\u00e9st m\u00e1sra&#8221; \u2013 logisztikai robotok tal\u00e1lkoz\u00e1sa a leannel<\/strong><\/strong><\/p>\n\n\n\n<p><em><a href=\"https:\/\/lean.org.hu\/en\/cimke\/tortenetek-a-gembarol\/\" target=\"_blank\" rel=\"noreferrer noopener\">T\u00f6rt\u00e9netek a gemb\u00e1r\u00f3l sorozat<\/a><\/em><\/p>\n\n\n\n<p><em>A szakmai cikk elolvas\u00e1s\u00e1hoz sz\u00fcks\u00e9ges id\u0151:&nbsp;kb. 3 perc<\/em><\/p>\n\n\n\n<p><em><strong>Szerz\u0151: <\/strong><a href=\"https:\/\/lean.org.hu\/en\/leih\/munkatarsaink\/#baloghgyorgy\" target=\"_blank\" rel=\"noreferrer noopener\">Balogh Gy\u00f6rgy<\/a> \u2013 lean coach<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"hatter\"><strong><strong>H\u00e1tt\u00e9r<\/strong><\/strong><\/h2>\n\n\n\n<p>A logisztika k\u00fcl\u00f6nb\u00f6z\u0151 ter\u00fcletein m\u00e1r a mindennapok szerves r\u00e9szei a k\u00fcl\u00f6nb\u00f6z\u0151 <strong>robotok, automatiz\u00e1lt anyagmozgat\u00f3 rendszerek<\/strong>, amelyek egyre t\u00f6bb, <strong>fizikailag megterhel\u0151 feladatot<\/strong> vesznek le a dolgoz\u00f3k v\u00e1ll\u00e1r\u00f3l. Sz\u00e1mtalan vide\u00f3 kering a neten az Amazon embermentes, m\u00e9gis hangyabolyk\u00e9nt zsizseg\u0151 rakt\u00e1rair\u00f3l, \u201emag\u00e1t\u00f3l\u201d k\u00f6zleked\u0151 raklapokr\u00f3l, csomagokr\u00f3l, t\u00e1rol\u00f3kr\u00f3l, polcrendszerek v\u00e1zaira \u201efelfut\u00f3\u201d robotokr\u00f3l.<\/p>\n\n\n\n<p>Az ilyen <strong>intralogisztikai rendszerek<\/strong> sokszor \u00fagynevezett <strong>AGV<\/strong> (Automated Guided Vehicle) targonc\u00e1kon alapulnak, vagy \u00f6nj\u00e1r\u00f3 <strong>AMR<\/strong> (Autonomous Mobile Robots) robotokat alkalmaznak. Ezek legink\u00e1bb az alapanyagok, alkatr\u00e9szek, csomagol\u00f3anyagok, majd a k\u00e9szterm\u00e9kek <strong>\u00fczemen bel\u00fcli vagy rakt\u00e1rban t\u00f6rt\u00e9n\u0151 automatikus mozgat\u00e1s\u00e1t<\/strong> <strong>v\u00e9gzik<\/strong>. Kijel\u00f6lt \u00fatvonalakon haladnak, szabv\u00e1ny l\u00e1d\u00e1kat, t\u00e1rol\u00f3kat, raklapokat, anyagmozgat\u00f3 kocsikat visznek egyik helyr\u0151l a m\u00e1sikra.<\/p>\n\n\n\n<p>Egyik \u00fcgyfel\u00fcnk is \u00fagy d\u00f6nt\u00f6tt nemr\u00e9g, hogy anyagmozgat\u00f3 robotokkal (AMR) teszi hat\u00e9konyabb\u00e1 bels\u0151 logisztikai folyamatait. Kiv\u00e1l\u00f3 lehet\u0151s\u00e9g volt ez arra, hogy <strong>\u00f6sszekapcsoljuk a lean szeml\u00e9letet \u00e9s a robot(l\u00f3)er\u0151t.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"mi-a-problema\"><strong><strong>Mi a probl\u00e9ma?<\/strong><\/strong><\/h2>\n\n\n\n<p>A logisztikai szervezet feladata az egyes gy\u00e1rt\u00f3egys\u00e9gek (cell\u00e1k) alapanyaggal t\u00f6rt\u00e9n\u0151 ell\u00e1t\u00e1sa. A projekt kezdet\u00e9n ezt <strong>k\u00e9zi er\u0151vel<\/strong>, k\u00fcl\u00f6nb\u00f6z\u0151 sz\u00e1ll\u00edt\u00f3kocsikkal oldott\u00e1k meg a dolgoz\u00f3k: m\u0171szakonk\u00e9nt <strong>6-7 alkalommal<\/strong> kellett 2 \u00e1tad\u00e1si pontra <strong>150-200 kg<\/strong> alapanyagot sz\u00e1ll\u00edtaniuk. A m\u00e9r\u00e9sek azt mutatt\u00e1k, hogy az anyagmozgat\u00f3 munkat\u00e1rsak m\u0171szakonk\u00e9nt \u00f6sszesen <strong>25-28 kilom\u00e9tert <\/strong>tettek meg.<\/p>\n\n\n\n<p>A fizikailag megterhel\u0151 munk\u00e1n k\u00edv\u00fcl <strong>t\u00f6bb egy\u00e9b probl\u00e9m\u00e1t is megfigyelt\u00fcnk<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A legt\u00f6bb esetben egy eg\u00e9sz m\u0171szakra elegend\u0151 \u00f6mlesztett anyag volt el\u0151k\u00e9sz\u00edtve a m\u0171szak elej\u00e9n, ami gyakran az <strong>anyagok deform\u00e1l\u00f3d\u00e1s\u00e1hoz<\/strong> vezetett, a deform\u00e1lt anyagok pedig <strong>min\u0151s\u00e9gi<\/strong> <strong>hib\u00e1kat okoztak<\/strong> a gy\u00e1rt\u00e1sban.<\/li>\n\n\n\n<li>Az ig\u00e9nyelt, azaz sz\u00e1ll\u00edt\u00e1sra v\u00e1r\u00f3 anyagok mennyis\u00e9g\u00e9r\u0151l \u00e9s cikksz\u00e1m\u00e1r\u00f3l az \u00e1tad\u00e1si pontokon volt csak inform\u00e1ci\u00f3, \u00edgy ezeket az anyagell\u00e1t\u00e1si k\u00f6r\u00f6k el\u0151tt <strong>el\u0151sz\u00f6r be kellett gy\u0171jteni.<\/strong><\/li>\n\n\n\n<li>A k\u00e9zi sz\u00e1ll\u00edt\u00f3eszk\u00f6z helytelen haszn\u00e1lata <strong>munkahelyi balesetekhez<\/strong> vezetett.<\/li>\n\n\n\n<li>Az anyagok \u00e1tad\u00e1s\u00e1ra kijel\u00f6lt helyek <strong>sz\u0171kek, zs\u00fafoltak<\/strong> voltak.<\/li>\n\n\n\n<li>Az alapanyagok <strong>elt\u00e9r\u0151 \u00fctemben<\/strong> ker\u00fcltek a gy\u00e1rt\u00e1sba, ami <strong>felesleges k\u00e9szleteket<\/strong> vagy ak\u00e1r <strong>k\u00e9szlethi\u00e1nyt<\/strong> okozott.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"megfigyelesek-kiserletek-es-megoldas\"><strong><strong>K\u00eds\u00e9rletek<\/strong><\/strong><\/h2>\n\n\n\n<p>\u00dcgyfel\u00fcnk egy \u00fajonnan indul\u00f3 gy\u00e1regys\u00e9g\u00e9nek anyagell\u00e1t\u00e1s\u00e1t szerette volna robotok csatasorba \u00e1ll\u00edt\u00e1s\u00e1val <strong>hat\u00e9konyabb\u00e1 tenni<\/strong>. Els\u0151 l\u00e9p\u00e9sk\u00e9nt <strong>k\u00e9t robotot <\/strong>(AMR) szereztek be a logisztikai ter\u00fclet sz\u00e1m\u00e1ra. A robotok \u00fczemeltet\u00e9s\u00e9hez, programoz\u00e1s\u00e1hoz sz\u00fcks\u00e9ges ismereteket a<strong> v\u00e1llalat egy tapasztalt munkat\u00e1rsa saj\u00e1t\u00edtotta el<\/strong>, \u00edgy sokkal rugalmasabb az integr\u00e1ci\u00f3 \u00e9s az \u00fczemeltet\u00e9s, nem kell mindig egy k\u00fcls\u0151 er\u0151forr\u00e1sra v\u00e1rni.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/lean.org.hu\/wp-content\/uploads\/2022\/02\/mir_250_0.png\" alt=\"industrial robot - automatiz\u00e1l\u00e1s illusztr\u00e1ci\u00f3\" class=\"wp-image-129089\" width=\"478\" height=\"268\" srcset=\"https:\/\/lean.org.hu\/wp-content\/uploads\/2022\/02\/mir_250_0.png 950w, https:\/\/lean.org.hu\/wp-content\/uploads\/2022\/02\/mir_250_0-300x169.png 300w, https:\/\/lean.org.hu\/wp-content\/uploads\/2022\/02\/mir_250_0-768x432.png 768w, https:\/\/lean.org.hu\/wp-content\/uploads\/2022\/02\/mir_250_0-18x10.png 18w, https:\/\/lean.org.hu\/wp-content\/uploads\/2022\/02\/mir_250_0-200x112.png 200w\" sizes=\"(max-width: 478px) 100vw, 478px\" \/><figcaption class=\"wp-element-caption\"><em>Forr\u00e1s: <\/em><a href=\"https:\/\/www.mobile-industrial-robots.com\/\"><em>https:\/\/www.mobile-industrial-robots.com\/<\/em><\/a><\/figcaption><\/figure><\/div>\n\n\n<p>Annak \u00e9rdek\u00e9ben, hogy a robotok ny\u00fajtotta lehet\u0151s\u00e9geket maxim\u00e1lisan ki tudjuk haszn\u00e1lni, a <strong><a href=\"https:\/\/lean.org.hu\/en\/eszkozok\/mi-az-ertekfolyamat-terkepezes\/\" target=\"_blank\" rel=\"noreferrer noopener\">folyamat felt\u00e9rk\u00e9pez\u00e9s\u00e9vel<\/a> kezdt\u00fck<\/strong> a munk\u00e1t. A <a href=\"https:\/\/youtu.be\/en3BDtJWcv8\" target=\"_blank\" rel=\"noreferrer noopener\">gemb\u00e1<\/a>n t\u00f6lt\u00f6tt id\u0151 \u00e9s a munkat\u00e1rsakkal folytatott besz\u00e9lget\u00e9sek sz\u00e1mos kisebb \u00e9s nagyobb fejleszt\u00e9shez vezettek. Ezekb\u0151l a k\u00e9t legmeghat\u00e1roz\u00f3bb:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>a logisztikai csapattal online folyamatot alak\u00edtottunk ki az alapanyagig\u00e9ny jelz\u00e9s\u00e9re, ezzel m\u0171szakonk\u00e9nt <strong>t\u00f6bb kilom\u00e9ter felesleges mozg\u00e1s sz\u0171nt meg<\/strong>,<\/li>\n\n\n\n<li>megtervezt\u00fck az alapanyagell\u00e1t\u00e1s <strong>\u00fctemes, k\u00e9t\u00f3r\u00e1s ciklusait<\/strong>, \u00edgy a munkat\u00e1rsak minden k\u00f6rben csak az aktu\u00e1lisan <strong>sz\u00fcks\u00e9ges mennyis\u00e9get<\/strong> k\u00e9sz\u00edtett\u00e9k el\u0151 \u00e9s sz\u00e1ll\u00edtott\u00e1k be a gy\u00e1rt\u00e1sba.<\/li>\n<\/ul>\n\n\n\n<p>Csak a folyamat <strong>stabiliz\u00e1l\u00e1sa \u00e9s fejleszt\u00e9se ut\u00e1n<\/strong> k\u00f6vetkezhetett a robot!<\/p>\n\n\n\n<p>A technikai, technol\u00f3giai felt\u00e9telek kialak\u00edt\u00e1sa ut\u00e1n megkezd\u0151dtek a k\u00eds\u00e9rletek. A csapat tagjai <strong>stopperrel \u00e9s folyamatfelm\u00e9r\u0151 \u00edvekkel<\/strong> eredtek a robotok nyom\u00e1ba. Minden leprogramozott, majd lepr\u00f3b\u00e1lt k\u00f6r ut\u00e1n k\u00f6z\u00f6sen <strong>\u00e9rt\u00e9kelt\u00fck<\/strong> az adott koncepci\u00f3t, <strong>\u00f6sszes\u00edtett\u00fck<\/strong> az id\u0151eredm\u00e9nyeket, <strong>r\u00f6gz\u00edtett\u00fck<\/strong> a megfigyelt vesztes\u00e9geket \u00e9s <strong>akci\u00f3kat hat\u00e1roztunk meg.<\/strong><\/p>\n\n\n\n<p>\u00cdme n\u00e9gy egyszer\u0171 p\u00e9lda azokb\u00f3l az akci\u00f3kb\u00f3l, amelyek seg\u00edtettek a k\u00f6rid\u0151k \u00e9s azok ingadoz\u00e1s\u00e1nak cs\u00f6kkent\u00e9s\u00e9ben:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Mi volt a megfigyelt probl\u00e9ma?<\/strong><\/td><td><strong>Hogyan befoly\u00e1solta a folyamatot?<\/strong><\/td><td><strong>Mit tett\u00fcnk?<\/strong><\/td><\/tr><tr><td>A robot meg\u00e1llt, mert a dolgoz\u00f3k el\u00e9 l\u00e9ptek, vagy t\u00fal k\u00f6zel mentek hozz\u00e1.<\/td><td>Megn\u0151tt a ciklusid\u0151.<\/td><td>Sz\u00e9tv\u00e1lasztottuk \u00e9s jel\u00f6lt\u00fck a gyalogosok \u00e9s a robotok k\u00f6zleked\u00e9si \u00fatvonal\u00e1t<\/td><\/tr><tr><td>A robotot k\u00e9zzel kellett eltolni, mert az \u00e1tad\u00e1si ter\u00fcleten akad\u00e1lyt \u00e9szlelt.<\/td><td>Oper\u00e1tori beavatkoz\u00e1sra volt sz\u00fcks\u00e9g.<\/td><td>\u00c1talak\u00edtottuk az \u00e1tad\u00e1si ter\u00fcletet, hogy csak a sz\u00fcks\u00e9ges eszk\u00f6z\u00f6k legyenek ott.<\/td><\/tr><tr><td>A robot alapanyagot hozott vissza a gy\u00e1rt\u00e1sb\u00f3l.<\/td><td>T\u00f6bbletmunk\u00e1t okozott a sz\u00fcks\u00e9gtelen anyagok fel- \u00e9s lepakol\u00e1sa.<\/td><td>Cs\u00f6kkentett\u00fck a gy\u00e1rt\u00f3sori alapanyagk\u00e9szlet szintj\u00e9t.<\/td><\/tr><tr><td>A robot v\u00e1rakozott a gy\u00e1rt\u00f3sori koll\u00e9g\u00e1ra.<\/td><td>Megn\u0151tt a ciklusid\u0151.<\/td><td>Oktat\u00e1s \u00e9s kommunik\u00e1ci\u00f3 az \u00faj folyamatr\u00f3l.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"megfigyelesek-kiserletek-es-megoldas\"><strong>Eredm\u00e9nyek \u00e9s konkl\u00fazi\u00f3<\/strong><\/h2>\n\n\n\n<p>A PDCA ciklusok v\u00e9grehajt\u00e1sa ut\u00e1n a kezdeti <strong>55 perces manu\u00e1lis folyamat helyett<\/strong> egy <strong>35 perces, automatikus ell\u00e1t\u00e1si k\u00f6rt <\/strong>siker\u00fclt kialak\u00edtani, amelyben <strong>csup\u00e1n 10 perc<\/strong> a manu\u00e1lis munka. Ezzel <strong>82%-kal cs\u00f6kkent a munkaer\u0151r\u00e1ford\u00edt\u00e1s<\/strong> ebben a logisztikai folyamatban. A munkat\u00e1rsak, \u00edgy az anyagok mozgat\u00e1sa helyett, a megfelel\u0151 anyagok <strong>pontosabb el\u0151k\u00e9sz\u00edt\u00e9s\u00e9re<\/strong> tudnak koncentr\u00e1lni, tov\u00e1bb\u00e1 a gy\u00e1rt\u00e1si kapacit\u00e1s b\u0151v\u00fcl\u00e9se miatt megn\u00f6vekedett ig\u00e9nyeket is ki tudj\u00e1k szolg\u00e1lni <strong>plusz er\u0151forr\u00e1s bevon\u00e1sa n\u00e9lk\u00fcl.<\/strong><\/p>\n\n\n\n<p>A tesztek a r\u00e9gi ter\u00fcleteken zajlottak \u00e9s a folyamat kialak\u00edt\u00e1sa sor\u00e1n szerzett tapasztalatoknak k\u00f6sz\u00f6nhet\u0151en az<strong> \u00fajonnan indul\u00f3 gy\u00e1regys\u00e9g ell\u00e1t\u00e1sa m\u00e1r az els\u0151 napt\u00f3l a robotokkal t\u00f6rt\u00e9nhetett<\/strong>. A gy\u00e1rt\u00f3cell\u00e1k az \u00faj folyamatnak k\u00f6sz\u00f6nhet\u0151en a <strong>megadott id\u0151pontban, j\u00f3 min\u0151s\u00e9g\u0171 <\/strong>\u00e9s a<strong> sz\u00fcks\u00e9ges mennyis\u00e9g\u0171 <\/strong>alapanyagot kapj\u00e1k meg.<\/p>\n\n\n\n<p>A folyamatfejleszt\u00e9s eredm\u00e9nyei mellett fontos kiemelni azt is, hogy a csapattagok nem egy t\u00e1rgyal\u00f3ban, hanem a <strong>gemb\u00e1n<\/strong> k\u00f6z\u00f6sen elt\u00f6lt\u00f6tt id\u0151 alatt, a <strong>megfigyel\u00e9seken<\/strong> \u00e9s a <strong>saj\u00e1t probl\u00e9m\u00e1juk megold\u00e1s\u00e1n<\/strong> kereszt\u00fcl a <strong>gyakorlatban tanult\u00e1k meg<\/strong> a lean szeml\u00e9let alapjait.<\/p>\n\n\n\n<p>Egy \u00faj technol\u00f3gia sikeres bevezet\u00e9se <strong>komplex feladat<\/strong>, sokszor nem csak egy r\u00e9szfolyamat, de ak\u00e1r egy <strong>teljes szervezeti egys\u00e9g \u00e1talakul\u00e1s\u00e1t<\/strong> is ig\u00e9nyelheti. A <a href=\"https:\/\/lean.org.hu\/en\/lean-projektek\/\" target=\"_blank\" rel=\"noreferrer noopener\">lean transzform\u00e1ci\u00f3s keretrendszer<\/a> \u00f6t dimenzi\u00f3ja azonban itt is seg\u00edtett abban, hogy az \u00e1talakul\u00e1s minden aspektus\u00e1t figyelembe v\u00e9ve, <strong>tart\u00f3s eredm\u00e9nyeket \u00e9rj\u00fcnk el.<\/strong><\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h3 class=\"has-text-align-center wp-block-heading\">A cikk szerz\u0151je<\/h3>\n\n\n<div class=\"wp-block-image is-style-rounded\">\n<figure class=\"aligncenter size-full is-resized\"><a href=\"https:\/\/lean.org.hu\/en\/leih\/munkatarsaink\/#baloghgyorgy\" target=\"_blank\" rel=\"noreferrer noopener\"><img decoding=\"async\" src=\"https:\/\/lean.org.hu\/wp-content\/uploads\/2021\/10\/Balogh-Gyorgy-1.jpg\" alt=\"Balogh Gy\u00f6rgy portr\u00e9\" class=\"wp-image-121321\" width=\"150\" height=\"150\" srcset=\"https:\/\/lean.org.hu\/wp-content\/uploads\/2021\/10\/Balogh-Gyorgy-1.jpg 300w, https:\/\/lean.org.hu\/wp-content\/uploads\/2021\/10\/Balogh-Gyorgy-1-150x150.jpg 150w, https:\/\/lean.org.hu\/wp-content\/uploads\/2021\/10\/Balogh-Gyorgy-1-12x12.jpg 12w, https:\/\/lean.org.hu\/wp-content\/uploads\/2021\/10\/Balogh-Gyorgy-1-200x200.jpg 200w, https:\/\/lean.org.hu\/wp-content\/uploads\/2021\/10\/Balogh-Gyorgy-1-100x100.jpg 100w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a><figcaption class=\"wp-element-caption\"><strong><a href=\"https:\/\/lean.org.hu\/en\/leih\/munkatarsaink\/#baloghgyorgy\" target=\"_blank\" rel=\"noreferrer noopener\">Balogh Gy\u00f6rgy<br><\/a><\/strong>lean coach<\/figcaption><\/figure><\/div><\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"tortenetek-a-gembarol-sorozat\"><em>T\u00f6rt\u00e9netek a gemb\u00e1r\u00f3l sorozat<\/em><\/h3>\n\n\n\n<p>Nagyon sokat \u00edrtunk m\u00e1r a lean szeml\u00e9let alapelveir\u0151l, bev\u00e1lt eszk\u00f6z\u00f6kr\u0151l, hasznos technik\u00e1kr\u00f3l \u00e9s a kritikus gondolkod\u00e1s fontoss\u00e1g\u00e1r\u00f3l. A fenti t\u00e9m\u00e1k rendk\u00edv\u00fcl fontosak, viszont \u00fagy \u00e9rezt\u00fck, hogy itt az ideje kivinni titeket a gemb\u00e1ra, \u00e9s megn\u00e9zni, hogyan alkalmazhatj\u00e1tok a kor\u00e1bban tanultakat a gyakorlatban! \u00cdme T\u00f6rt\u00e9netek a gemb\u00e1r\u00f3l sorozatunk r\u00e9szei:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/lean.org.hu\/en\/oktatas\/razva-nem-keverve-a-mix-well-kiserlet\/\" target=\"_blank\" rel=\"noreferrer noopener\">R\u00e1zva, nem keverve \u2013 a \u201emix well\u201d k\u00eds\u00e9rlet<\/a><\/li><li><a href=\"https:\/\/lean.org.hu\/en\/termeles\/mit-tegyunk-ha-a-dolgozo-nem-eleg-ugyes\/\" target=\"_blank\" rel=\"noreferrer noopener\">Mit tegy\u00fcnk, ha a dolgoz\u00f3 nem el\u00e9g \u00fcgyes?<\/a><\/li><li><a href=\"https:\/\/lean.org.hu\/en\/termeles\/most-akkor-melyik-a-jo-termek\/\">Most akkor melyik a j\u00f3 term\u00e9k?<\/a><\/li><li><a href=\"https:\/\/lean.org.hu\/en\/termeles\/lean-jozan-paraszti-esz\/\">Lean = j\u00f3zan paraszti \u00e9sz?<\/a><\/li><li><a href=\"https:\/\/lean.org.hu\/en\/termeles\/hagyd-a-cipekedest-masra-logisztikai-robotok-talalkozasa-a-leannel\/\" target=\"_blank\" rel=\"noreferrer noopener\">&#8222;Hagyja a cipeked\u00e9st m\u00e1sra&#8221; \u2013 logisztikai robotok tal\u00e1lkoz\u00e1sa a leannel<\/a><\/li><li><a href=\"https:\/\/lean.org.hu\/en\/tudasbazis\/lean-it-programozok-az-evidencia-csapdajaban\/\" target=\"_blank\" rel=\"noreferrer noopener\">Lean IT? \u2013 programoz\u00f3k az evidencia csapd\u00e1j\u00e1ban<\/a><\/li><li><a href=\"https:\/\/lean.org.hu\/en\/elsore-jot\/\" target=\"_blank\" rel=\"noreferrer noopener\">Els\u0151re j\u00f3t! Na j\u00f3, akkor m\u00e1sodikra&#8230;<\/a><\/li><li><a href=\"https:\/\/lean.org.hu\/en\/muszakvezetoi-standard\/\" target=\"_blank\" rel=\"noreferrer noopener\">M\u0171szakvezet\u0151i standard \u2013 \u201eMit is csin\u00e1l a m\u0171szakvezet\u0151 eg\u00e9sz nap?\u201d <\/a><\/li><\/ul>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h2 class=\"wp-block-heading\">K\u00f6nyvaj\u00e1nl\u00f3<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<p>R\u00f6videbb \u00e1tfut\u00e1si id\u0151t szeretn\u00e9l el\u00e9rni?<br><\/p>\n\n\n\n<p>Szeretn\u00e9d alacsonyabb k\u00f6lts\u00e9gen m\u0171k\u00f6dtetni a folyamatokat?<br><\/p>\n\n\n\n<p>C\u00e9lodul t\u0171zted ki a vesztes\u00e9gforr\u00e1sok megsz\u00fcntet\u00e9s\u00e9t?<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div class=\"wp-block-image is-style-rounded\"><figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/lean.org.hu\/en\/lean-konyvesbolt\/tanulj-meg-latni-learning-to-see-vsm\/\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" src=\"https:\/\/lean.org.hu\/wp-content\/uploads\/2020\/11\/Tanulj-meg-la\u0301tni.jpg\" alt=\"Tanulj meg l\u00e1tni\" class=\"wp-image-3696\" width=\"173\" height=\"173\" srcset=\"https:\/\/lean.org.hu\/wp-content\/uploads\/2020\/11\/Tanulj-meg-la\u0301tni.jpg 300w, https:\/\/lean.org.hu\/wp-content\/uploads\/2020\/11\/Tanulj-meg-la\u0301tni-200x200.jpg 200w, https:\/\/lean.org.hu\/wp-content\/uploads\/2020\/11\/Tanulj-meg-la\u0301tni-100x100.jpg 100w, https:\/\/lean.org.hu\/wp-content\/uploads\/2020\/11\/Tanulj-meg-la\u0301tni-150x150.jpg 150w\" sizes=\"(max-width: 173px) 100vw, 173px\" \/><\/a><\/figure><\/div>\n<\/div>\n<\/div>\n\n\n\n<p><em>Az \u00e9rt\u00e9kfolyamat-t\u00e9rk\u00e9pez\u00e9snek nevezett m\u00f3dszer<\/em> kiv\u00e9telesen hat\u00e9kony eszk\u00f6z lehet a fenti c\u00e9lok megval\u00f3s\u00edt\u00e1sban. A m\u00f3dszer elsaj\u00e1t\u00edt\u00e1s\u00e1nak leghat\u00e9konyabb eszk\u00f6ze pedig <strong><em>Learning to See<\/em><\/strong> c\u00edm\u0171 k\u00f6nyv.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-container-core-buttons-is-layout-16018d1d wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link\" href=\"https:\/\/lean.org.hu\/en\/lean-konyvesbolt\/tanulj-meg-latni-learning-to-see-vsm\/\" style=\"border-radius:5px\" target=\"_blank\" rel=\"noreferrer noopener\">Rendeld meg most!<\/a><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"","protected":false},"author":9,"featured_media":129097,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[82,17],"tags":[43,28,29,42,95],"class_list":["post-129088","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-termeles","category-lean-cikkek","tag-esettanulmany","tag-pdca","tag-problemamegoldas","tag-termeles","tag-tortenetek-a-gembarol","infinite-scroll-item","masonry-post","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-33","no-featured-image-padding"],"featured_image_src":"https:\/\/lean.org.hu\/wp-content\/uploads\/2022\/02\/SEO_1200x628_2-5.jpg","author_info":{"display_name":"nesicz.regina","author_link":"https:\/\/lean.org.hu\/en\/author\/nesicz-regina\/"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>&quot;Hagyja a cipeked\u00e9st m\u00e1sra&quot; \u2013 logisztikai robotok tal\u00e1lkoz\u00e1sa a leannel - LEI<\/title>\n<meta name=\"description\" content=\"Egyre t\u00f6bb c\u00e9g d\u00f6nt \u00fagy, hogy folyamatait automatiz\u00e1l\u00e1ssal fejleszti. 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