{"id":57376,"date":"2023-08-25T15:26:34","date_gmt":"2023-08-25T14:26:34","guid":{"rendered":"https:\/\/knowhow.distrelec.com\/?p=57376"},"modified":"2023-08-25T15:26:38","modified_gmt":"2023-08-25T14:26:38","slug":"a-robotok-novekvo-jelentosege-a-logisztikai-agazatban","status":"publish","type":"post","link":"https:\/\/knowhow.distrelec.com\/hu\/szallitas\/a-robotok-novekvo-jelentosege-a-logisztikai-agazatban\/","title":{"rendered":"A robotok n\u00f6vekv\u0151 jelent\u0151s\u00e9ge a logisztikai \u00e1gazatban"},"content":{"rendered":"\n<p>Kiv\u00e1lasztjuk a term\u00e9ket, betessz\u00fck a kos\u00e1rba, fizet\u00fcnk, \u00e9s v\u00e1rjuk, hogy meg\u00e9rkezzen a csomag. A v\u00e1s\u00e1rl\u00f3 sz\u00e1m\u00e1ra ilyen egyszer\u0171 a folyamat. Az online kereskedelem kulissz\u00e1i m\u00f6g\u00f6tt azonban az \u00e1ru eljuttat\u00e1sa az \u00fczletbe vagy a v\u00e1s\u00e1rl\u00f3 otthon\u00e1ba enn\u00e9l sokkal, de sokkal \u00f6sszetettebb logisztikai m\u0171velet. A logisztikai v\u00e1llalatok vezet\u0151s\u00e9gi \u00fcl\u00e9sein a leg\u00e9get\u0151bb k\u00e9rd\u00e9s mindig is az volt: hogyan dolgozhatn\u00e1nk gyorsabban \u00e9s hat\u00e9konyabban a szolg\u00e1ltat\u00e1s min\u0151s\u00e9g\u00e9nek vesz\u00e9lyeztet\u00e9se n\u00e9lk\u00fcl? Erre a k\u00e9rd\u00e9sre most megtal\u00e1lt\u00e1k a v\u00e1laszt: intelligens g\u00e9pekkel, \u00e9s ami m\u00e9g izgalmasabb, robotokkal. <\/p>\n\n\n\n<p>Cikk\u00fcnkben felt\u00e1rjuk, milyen hat\u00e1st gyakorol a robotika a sz\u00e1ll\u00edt\u00e1s l\u00e1nc egyes pontjain, a rakt\u00e1roz\u00e1st\u00f3l kezdve eg\u00e9szen a k\u00e9zbes\u00edt\u00e9sig. A <a href=\"https:\/\/www.statista.com\/statistics\/1183040\/logistics-robots-shipments\/#:~:text=During%202019%2C%20some%2075%2C000%20logistics,reaching%20over%20250%2C000%20by%202023.\" target=\"_blank\" rel=\"noreferrer noopener\">Statista<\/a> \u00e1ltal kiadott jelent\u00e9s szerint a logisztikai \u00e1gazat 2021-ben 158&nbsp;ezer logisztikai robotot v\u00e1s\u00e1rolt, \u00e9s ez a sz\u00e1m 2023-ban 250&nbsp;ezerre n\u0151het. Az el\u0151rejelz\u00e9sek szerint a rakt\u00e1rak robotiz\u00e1l\u00e1s\u00e1nak piaca <a href=\"https:\/\/uk.finance.yahoo.com\/news\/warehouse-robotics-market-projected-reach-144400903.html?guccounter=1&amp;guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&amp;guce_referrer_sig=AQAAADIs3kwaoJDpj5Gz6OIQnpdu0u_s9zQa4PkqMcv7ZHms2nRzHM_tflBJ8li8wj1I0n50rJkJLcZboaYdVIjv3DoGO3coqYsTeHLkXsH21cXUEtKtAXDfmN7VmuA5LLQUQ5ImZWXwDO8kOJNAzC4BpxRFh1bZx3BC1zhp8zU0ganw\" target=\"_blank\" rel=\"noreferrer noopener\">a 2023-as 6,1&nbsp;milli\u00e1rd doll\u00e1rr\u00f3l 2028-ra 10,5&nbsp;milli\u00e1rd doll\u00e1rra b\u0151v\u00fclhet<\/a>, ami 11,4%-os \u00e1tlagos \u00e9ves n\u00f6veked\u00e9si \u00fctemet jelent. De mi\u00e9rt ennyire keresettek a robotok, \u00e9s hogyan forradalmas\u00edtj\u00e1k a logisztikai \u00e1gazatot?<\/p>\n\n\n\n<h2 id=\"hogyan-forradalmasitjak-a-robotok-a-logisztikat\" class=\"wp-block-heading\">Hogyan forradalmas\u00edtj\u00e1k a robotok a logisztik\u00e1t?<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img  loading=\"lazy\"  decoding=\"async\"  height=\"683\"  width=\"1024\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAABAAAAAKrAQMAAABV2G3XAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAGxJREFUeNrtwTEBAAAAwqD1T20MH6AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOBtYOgAB23VbnQAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-56947 pk-lazyload\"  data-pk-sizes=\"auto\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/iStock-1475181027-1024x683.jpg\" ><figcaption class=\"wp-element-caption\">Automatiz\u00e1l\u00e1s automata vez\u00e9rl\u00e9s\u0171 j\u00e1rm\u0171vel \u00e9s robotkarral egy intelligens eloszt\u00f3 rakt\u00e1rban.<\/figcaption><\/figure>\n\n\n\n<h3 id=\"raktarozas\" class=\"wp-block-heading\">Rakt\u00e1roz\u00e1s&nbsp;<\/h3>\n\n\n\n<p>A \u201erakt\u00e1rak robotiz\u00e1l\u00e1sa\u201d alatt olyan robotok, automatiz\u00e1lt rendszerek \u00e9s specializ\u00e1lt szoftverek alkalmaz\u00e1s\u00e1t \u00e9rtj\u00fck, amelyek k\u00fcl\u00f6nf\u00e9le feladatokat l\u00e1tnak el, p\u00e9ld\u00e1ul anyagot sz\u00e1ll\u00edtanak, felgyors\u00edtva ez\u00e1ltal az ism\u00e9tl\u0151d\u0151 rakt\u00e1ri m\u0171veleteket.&nbsp;<\/p>\n\n\n\n<h4 id=\"a-raktari-robotok-tipusai\" class=\"wp-block-heading\">A rakt\u00e1ri robotok t\u00edpusai<\/h4>\n\n\n\n<p>Jelenleg a piac sz\u00e1mos k\u00fcl\u00f6nf\u00e9le rakt\u00e1ri robotot k\u00edn\u00e1l, kaphat\u00f3k p\u00e9ld\u00e1ul automata vez\u00e9rl\u00e9s\u0171 j\u00e1rm\u0171vek (AGV-k), automata egy\u00fcttm\u0171k\u00f6d\u0151 robotok vagy <a href=\"https:\/\/knowhow.distrelec.com\/automation\/cobots-reviving-the-human-element-of-industrial-activity\/\" target=\"_blank\" rel=\"noreferrer noopener\">kooperat\u00edv robotok<\/a> \u00e9s <a href=\"https:\/\/www.distrelec.biz\/en\/automation\/industrial-robots\/industrial-robot-arms\/c\/cat-DNAV_PL_2858302?queryFromSuggest=true\" target=\"_blank\" rel=\"noreferrer noopener\">robotkarok<\/a>. A felsorolt robotok mindegyike felgyors\u00edtja, egys\u00e9ges\u00edti \u00e9s pontosabb\u00e1 teszi a rakt\u00e1ri folyamatokat. A rakt\u00e1rban alkalmazott robotok k\u00e9pesek t\u00e1rgyak felv\u00e9tel\u00e9re \u00e9s mozgat\u00e1s\u00e1ra, dobozok bez\u00e1r\u00e1s\u00e1ra \u00e9s lez\u00e1r\u00e1s\u00e1ra, valamint a lelt\u00e1roz\u00e1s t\u00e1mogat\u00e1s\u00e1ra. A rakt\u00e1rakban az al\u00e1bbi robott\u00edpusokkal tal\u00e1lkozhatunk a leggyakrabban:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Automata vez\u00e9rl\u00e9s\u0171 j\u00e1rm\u0171vek (AGV-k)<\/strong> \u2013 rakt\u00e1ri k\u00f6rnyezetben az automata vez\u00e9rl\u00e9s\u0171 j\u00e1rm\u0171vek seg\u00edtenek a lelt\u00e1ri t\u00e1rgyak, \u00e1ruk \u00e9s sz\u00e1ll\u00edtm\u00e1nyok mozgat\u00e1s\u00e1ban, de csak el\u0151re meghat\u00e1rozott \u00fatvonalon k\u00e9pesek k\u00f6zlekedni. Az automata vez\u00e9rl\u00e9s\u0171 j\u00e1rm\u0171vek gyakorlatilag kiv\u00e1ltj\u00e1k a k\u00e9zi m\u0171k\u00f6dtet\u00e9s\u0171 targonc\u00e1kat \u00e9s rakt\u00e1ri \u00e1llv\u00e1nyokat. N\u00e9h\u00e1ny automata vez\u00e9rl\u00e9s\u0171 j\u00e1rm\u0171 fizikai ir\u00e1nyjelz\u0151k \u2013 p\u00e9ld\u00e1ul vezet\u00e9kek, m\u00e1gnescs\u00edkok, p\u00e1ly\u00e1k, padl\u00f3ba \u00e9p\u00edtett \u00e9rz\u00e9kel\u0151k vagy m\u00e1s fizikai jelz\u00e9sek \u2013 r\u00e9v\u00e9n k\u00f6vet el\u0151re meghat\u00e1rozott \u00fatvonalakat a rakt\u00e1ri l\u00e9tes\u00edtm\u00e9nyek k\u00f6z\u00f6tt. M\u00edg m\u00e1s AVG-k kamer\u00e1k, lidar, infrav\u00f6r\u00f6s \u00e9rz\u00e9kel\u0151k \u00e9s egy\u00e9b cs\u00facstechnol\u00f3gi\u00e1s eszk\u00f6z\u00f6k seg\u00edts\u00e9g\u00e9vel navig\u00e1lnak munkak\u00f6rnyezet\u00fckben, \u00e9szlelik az akad\u00e1lyokat \u00e9s ker\u00fclik el az \u00fctk\u00f6z\u00e9st.&nbsp;<\/li>\n\n\n\n<li><strong>Robotkarok<\/strong> \u2013 a rakt\u00e1rakban \u00e9s eloszt\u00f3k\u00f6zpontokban a term\u00e9kek kezel\u00e9s\u00e9re gyakran alkalmaznak t\u00f6bb csukl\u00f3b\u00f3l \u00e1ll\u00f3, hajl\u00edthat\u00f3 csukl\u00f3s robotkarokat. Ezek a robotok felveszik \u00e9s elhelyezik a term\u00e9keket, ez\u00e9rt csomagok felv\u00e9tel\u00e9re, rakod\u00e1s\u00e1ra \u00e9s t\u00e1rol\u00e1s\u00e1ra, valamint raklapoz\u00e1sra alkalmazhat\u00f3k.&nbsp;<\/li>\n\n\n\n<li><strong>Automata t\u00e1rol\u00e1si \u00e9s visszakeres\u00e9si rendszerek (AS\/RS)<\/strong> \u2013 sz\u00e1m\u00edt\u00f3g\u00e9p-vez\u00e9relt rendszerek \u00f6sszess\u00e9ge, amelyek automatiz\u00e1lj\u00e1k a lelt\u00e1rkezel\u00e9st, \u00e9s sz\u00fcks\u00e9g szerint t\u00e1rolj\u00e1k\/visszakeresik a term\u00e9keket. Ezeket a technol\u00f3gi\u00e1kat \u00e1ltal\u00e1ban a rakt\u00e1rm\u0171veletek v\u00e9grehajt\u00e1si szoftver\u00e9vel p\u00e1rhuzamosan haszn\u00e1lj\u00e1k abb\u00f3l a c\u00e9lb\u00f3l, hogy felgyors\u00edts\u00e1k a term\u00e9kek elhelyez\u00e9s\u00e9t \u00e9s visszakeres\u00e9s\u00e9t.&nbsp;<\/li>\n\n\n\n<li><strong>Goods-to-person<\/strong> \u2013 A goods-to-person (G2P) technol\u00f3gia az AS\/RS rendszerhez hasonl\u00f3 elven m\u0171k\u00f6dik. A G2P technol\u00f3gia egy automatiz\u00e1lt t\u00e1rol\u00e1si rendszer alapj\u00e1n meghat\u00e1rozott \u00e1tv\u00e9teli \u00e1llom\u00e1sokra sz\u00e1ll\u00edtja az \u00e1rut, ahol a dolgoz\u00f3k feldolgozz\u00e1k a rendel\u00e9seket.<\/li>\n<\/ul>\n\n\n\n<h4 id=\"kooperativ-robotok\" class=\"wp-block-heading\">Kooperat\u00edv robotok<\/h4>\n\n\n\n<figure class=\"wp-block-image size-large\"><img  loading=\"lazy\"  decoding=\"async\"  height=\"683\"  width=\"1024\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAABAAAAAKrAQMAAABV2G3XAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAGxJREFUeNrtwTEBAAAAwqD1T20MH6AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAOBtYOgAB23VbnQAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-56964 pk-lazyload\"  data-pk-sizes=\"auto\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/iStock-949223490-1024x683.jpg\" ><figcaption class=\"wp-element-caption\">Egy robotk\u00e9z \u00e9s egy emberi k\u00e9z \u00f6k\u00f6lpacsizik sz\u00fcrke h\u00e1tt\u00e9r el\u0151tt<\/figcaption><\/figure>\n\n\n\n<p>A kooperat\u00edv robotokat arra tervezt\u00e9k, hogy emberekkel harmonikusan egy\u00fcttm\u0171k\u00f6dve seg\u00edtsenek az ism\u00e9tl\u0151d\u0151 feladatok elv\u00e9gz\u00e9s\u00e9ben. Biztons\u00e1goss\u00e1guk, alkalmazkod\u00f3 k\u00e9pess\u00e9g\u00fck, gyors bevethet\u0151s\u00e9g\u00fck \u00e9s egyszer\u0171 programozhat\u00f3s\u00e1guk r\u00e9v\u00e9n a kooperat\u00edv robotok sikerrel alkalmazhat\u00f3k mind a gy\u00e1rt\u00e1si, mind a logisztikai folyamatokban. Ennek k\u00f6sz\u00f6nhet\u0151en egyre nagyobb n\u00e9pszer\u0171s\u00e9gre tesznek szert, \u00e9s egyre t\u00f6bb rakt\u00e1ri feladatba integr\u00e1lj\u00e1k \u0151ket.<\/p>\n\n\n\n<p>2023 m\u00e1jus\u00e1ban a Universal Robots bemutatta a <a href=\"https:\/\/www.businesswire.com\/news\/home\/20230511005705\/en\/Universal-Robots-UR-Debuts-the-World%E2%80%99s-First-Cobot-Spot-Welder-and-New-Cobot-Powered-Palletizing-and-Machine-Tending-Cells-Among-More-Than-60-UR-Cobot-Exhibits-at-Automate-2023\" target=\"_blank\" rel=\"noreferrer noopener\">vil\u00e1g els\u0151 ponthegeszt\u0151 kooperat\u00edv robotj\u00e1t<\/a> az <a href=\"https:\/\/www.automateshow.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">Automate 2023<\/a> ki\u00e1ll\u00edt\u00e1son. Ezt a feladatot kor\u00e1bban a hegeszt\u0151pisztoly s\u00falya \u00e9s a hegeszt\u00e9si varratok kivitelez\u00e9si neh\u00e9zs\u00e9gei miatt nem tudt\u00e1k kooperat\u00edv robotok ell\u00e1tni. Az Opel eisenachi aut\u00f3gy\u00e1r\u00e1ba nemr\u00e9giben bevezetett <a href=\"https:\/\/knowhow.distrelec.com\/automation\/cobots-reviving-the-human-element-of-industrial-activity\/\" target=\"_blank\" rel=\"noreferrer noopener\">kooperat\u00edv robotok pedig csavarokat hajtanak be motorszerelv\u00e9nyekbe<\/a>. Ezzel a v\u00e1llalatnak siker\u00fclt mentes\u00edtenie munkav\u00e1llal\u00f3it egy fizikailag megterhel\u0151 feladat al\u00f3l, amely egy\u00e9bk\u00e9nt hossz\u00fa t\u00e1v\u00fa eg\u00e9szs\u00e9g\u00fcgyi probl\u00e9m\u00e1kat \u00e9s a termel\u00e9kenys\u00e9g cs\u00f6kken\u00e9s\u00e9t eredm\u00e9nyezte volna.<\/p>\n\n\n\n<h4 id=\"milyen-munkafeladatokat-tudnak-elvegezni-robotok-a-raktarban\" class=\"wp-block-heading\">Milyen munkafeladatokat tudnak elv\u00e9gezni robotok a rakt\u00e1rban?<\/h4>\n\n\n\n<h5 id=\"be-es-kicsomagolas\" class=\"wp-block-heading\">Be- \u00e9s kicsomagol\u00e1s<\/h5>\n\n\n\n<p>A robotika drasztikusan n\u00f6velheti a logisztikai \u00e1gazat termel\u00e9kenys\u00e9g\u00e9t, k\u00fcl\u00f6n\u00f6sen a dobozok be- \u00e9s kicsomagol\u00e1sa ter\u00e9n. A robotok automatiz\u00e1l\u00e1s r\u00e9v\u00e9n jelen\u0151sen jav\u00edthatj\u00e1k a dobozok be- \u00e9s kicsomagol\u00e1s\u00e1nak sebess\u00e9g\u00e9t \u00e9s pontoss\u00e1g\u00e1t, ami j\u00f3kora k\u00f6lts\u00e9gcs\u00f6kken\u00e9ssel j\u00e1rhat a logisztikai v\u00e1llalatok sz\u00e1m\u00e1ra.&nbsp;<\/p>\n\n\n\n<p>Ezen t\u00falmen\u0151en a robotok biztons\u00e1gosabb\u00e1 tehetik az \u00e1rucsomagol\u00e1s folyamat\u00e1t, mivel megk\u00f6nny\u00edthetik a terjedelmesebb t\u00e1rgyak rakt\u00e1ron bel\u00fcli mozgat\u00e1s\u00e1t, \u00e9s az emberek sz\u00e1m\u00e1ra vesz\u00e9lyes ter\u00fcleteken is k\u00e9pesek tev\u00e9kenykedni. A robotok alkalmaz\u00e1s\u00e1nak egy m\u00e1sik el\u0151nye, hogy cs\u00f6kkentik az emberi hiba el\u0151fordul\u00e1s\u00e1nak val\u00f3sz\u00edn\u0171s\u00e9g\u00e9t.&nbsp;<\/p>\n\n\n\n<p>Az al\u00e1bbi vide\u00f3 j\u00f3l p\u00e9ld\u00e1zza, hogyan tudj\u00e1k a rakt\u00e1ri robotok egys\u00e9ges\u00edteni a csomagol\u00e1si folyamatot \u2013 a r\u00f6vidfilmben a Brightpick hat\u00e9kony automatiz\u00e1lt kommissi\u00f3z\u00e1si folyamata l\u00e1that\u00f3, amely sikerrel alkalmazhat\u00f3 \u00e9lelmiszerek, gy\u00f3gyszeripari term\u00e9kek, elektronikai cikkek \u00e9s test\u00e1pol\u00e1si term\u00e9kek eset\u00e9n.&nbsp;<\/p>\n\n\n\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=\"The world\u2019s most efficient warehouse automation solution for order fulfillment | Brightpick\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/XABjGWNw5rE?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<h5 id=\"karbantartas\" class=\"wp-block-heading\">Karbantart\u00e1s<\/h5>\n\n\n\n<p>A robotoknak k\u00f6sz\u00f6nhet\u0151en el\u00e9rhet\u0151v\u00e9 v\u00e1lt a berendez\u00e9skarbantart\u00e1s automatiz\u00e1l\u00e1sa a logisztikai \u00e9s sz\u00e1ll\u00edtm\u00e1nyoz\u00e1si \u00e1gazatban. A g\u00e9pek fel\u00fcgyelet\u00e9hez hasonl\u00f3 g\u00e9pi tanul\u00e1si technol\u00f3gi\u00e1kkal&nbsp; cs\u00f6kkenthet\u0151 a berendez\u00e9sek \u00e1ll\u00e1sideje, hiszen \u00e9rz\u00e9kel\u0151k seg\u00edts\u00e9g\u00e9vel megvizsg\u00e1lhatjuk a g\u00e9peket \u00e9s elemezhetj\u00fck teljes\u00edtm\u00e9ny\u00fcket, \u00edgy m\u00e9g azel\u0151tt felt\u00e1rhatjuk a rendelleness\u00e9geket, hogy val\u00f3di probl\u00e9m\u00e1v\u00e1 n\u0151n\u00e9k ki magukat \u2013 p\u00e9nzt \u00e9s id\u0151t takar\u00edtva meg a v\u00e1llalat sz\u00e1m\u00e1ra. Ha t\u00f6bbet szeretne tudni arr\u00f3l, hogyan t\u00e1mogatja a mesters\u00e9ges intelligencia a karbantart\u00e1st, olvassa el ezt a <a href=\"https:\/\/knowhow.distrelec.com\/hu\/automatizalas\/mi-alapu-gepfelugyeleti-rendszerek\/\" target=\"_blank\" rel=\"noreferrer noopener\">cikk\u00fcnket<\/a>.&nbsp;<\/p>\n\n\n\n<h5 id=\"keszletfelugyelet\" class=\"wp-block-heading\">K\u00e9szletfel\u00fcgyelet<\/h5>\n\n\n\n<p>A k\u00e9szletkezel\u00e9si folyamatok automatiz\u00e1l\u00e1s\u00e1val a v\u00e1llalatok biztos\u00edthatj\u00e1k, hogy soha ne legyen k\u00e9szlethi\u00e1nyuk. Az <a href=\"https:\/\/www.distrelec.biz\/en\/sensors\/c\/cat-L2D_379612\" target=\"_blank\" rel=\"noreferrer noopener\">\u00e9rz\u00e9kel\u0151kkel<\/a> felszerelt robotok k\u00e9pesek figyelemmel k\u00eds\u00e9rni a k\u00e9szletszint alakul\u00e1s\u00e1t \u00e9s egy k\u00f6zponti adatb\u00e1zisba tov\u00e1bb\u00edtani meg\u00e1llap\u00edt\u00e1saikat, hat\u00e9konyan kik\u00fcsz\u00f6b\u00f6lve ez\u00e1ltal az emberi hiba kock\u00e1zat\u00e1t. A v\u00e1llalatok pedig e meg\u00e1llap\u00edt\u00e1sok alapj\u00e1n felt\u00f6lthetik \u00e1ruk\u00e9szlet\u00fcket \u00e9s gondoskodhatnak arr\u00f3l, hogy a v\u00e1s\u00e1rl\u00f3knak ne kelljen term\u00e9kekre v\u00e1rniuk.&nbsp;<\/p>\n\n\n\n<h5 id=\"csomagok-nyomon-kovetese\" class=\"wp-block-heading\">Csomagok nyomon k\u00f6vet\u00e9se<\/h5>\n\n\n\n<p>A csomagok nyomon k\u00f6vet\u00e9s\u00e9hez alkalmazott robotikai technol\u00f3gi\u00e1k sz\u00e1mtalan el\u0151nnyel j\u00e1rnak. Ahogy a sz\u00e1ll\u00edtm\u00e1nyok kereszt\u00fclhaladnak a sz\u00e1ll\u00edt\u00e1si l\u00e1ncon, a robotok k\u00e9pesek gyorsan \u00e9s pontosan beolvasni a csomagokat, val\u00f3s id\u0151ben k\u00f6vetve \u00fatjukat. Ezen inform\u00e1ci\u00f3k alapj\u00e1n azut\u00e1n optimaliz\u00e1lhat\u00f3 a sz\u00e1ll\u00edt\u00e1si \u00fatvonal, amivel garant\u00e1lni lehet a sz\u00e1ll\u00edtm\u00e1ny id\u0151ben t\u00f6rt\u00e9n\u0151 kisz\u00e1ll\u00edt\u00e1s\u00e1t.&nbsp;<\/p>\n\n\n\n<h3 id=\"szallitas\" class=\"wp-block-heading\">Sz\u00e1ll\u00edt\u00e1s<\/h3>\n\n\n\n<figure class=\"wp-block-image size-large\"><img  loading=\"lazy\"  decoding=\"async\"  height=\"602\"  width=\"1024\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAABAAAAAJaAQMAAACLFqdrAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAGFJREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAALwbL2kAAWoAdJsAAAAASUVORK5CYII=\"  alt=\"\"  class=\"wp-image-56981 pk-lazyload\"  data-pk-sizes=\"auto\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/iStock-1317779371-1024x602.jpg\" ><figcaption class=\"wp-element-caption\">Az \u00f3ce\u00e1nt szel\u0151 tehersz\u00e1ll\u00edt\u00f3 haj\u00f3 3D-s k\u00e9pe. Kont\u00e9nerekkel megrakott hatalmas tehersz\u00e1ll\u00edt\u00f3 haj\u00f3 a tengeren.<\/figcaption><\/figure>\n\n\n\n<p>A k\u00f6vetkez\u0151 n\u00e9h\u00e1ny \u00e9vtized sor\u00e1n egyre nagyobb teret nyernek majd az \u00e1rusz\u00e1ll\u00edt\u00e1sban a mesters\u00e9ges intelligenci\u00e1n alapul\u00f3 rendszerek \u00e9s az automatiz\u00e1l\u00e1si technol\u00f3gi\u00e1k, felgyors\u00edtva \u00e9s hat\u00e9konyabb\u00e1 t\u00e9ve a folyamatot. A kiv\u00e1l\u00f3 szolg\u00e1ltat\u00e1sny\u00fajt\u00e1s \u00e9rdek\u00e9ben sz\u00e1mos ipar\u00e1g vezet majd be innovat\u00edv technol\u00f3gi\u00e1kat.<\/p>\n\n\n\n<h4 id=\"tengeri-szallitmanyozas\" class=\"wp-block-heading\">Tengeri sz\u00e1ll\u00edtm\u00e1nyoz\u00e1s<\/h4>\n\n\n\n<p>Az els\u0151 teljesen auton\u00f3m, z\u00e9r\u00f3 kibocs\u00e1t\u00e1s\u00fa kont\u00e9nerhaj\u00f3 2022-ben kihaj\u00f3zott egy norv\u00e9g kik\u00f6t\u0151b\u0151l, megkezdve k\u00e9t\u00e9ves pr\u00f3ba\u00fczem\u00e9t. A <a href=\"https:\/\/www.yara.com\/news-and-media\/media-library\/press-kits\/yara-birkeland-press-kit\/\" target=\"_blank\" rel=\"noreferrer noopener\">Yara Birkeland<\/a> a Yara \u00e9s a KONGSBERG v\u00e1llalat egy\u00fcttm\u0171k\u00f6d\u00e9s\u00e9nek k\u00f6sz\u00f6nhet\u0151en sz\u00e1llhatott v\u00edzre. A haj\u00f3 7\u00a0MWh-\u00e1s akkumul\u00e1tor\u00e1nak energiat\u00e1rol\u00f3 kapacit\u00e1sa az 1000-szerese egy \u00e1tlagos villanyaut\u00f3ba \u00e9p\u00edtett akkumul\u00e1tor teljes\u00edtm\u00e9ny\u00e9nek. M\u00edg a jelenleg \u00fczemel\u0151 legnagyobb tengeri haj\u00f3k 24\u00a0ezer kont\u00e9nert tudnak sz\u00e1ll\u00edtani a Yara Birkeland sebess\u00e9g\u00e9nek k\u00e9tszeres\u00e9vel, a kont\u00e9nerhaj\u00f3 120\u00a0kont\u00e9ner sz\u00e1ll\u00edt\u00e1s\u00e1ra k\u00e9pes 10\u00a0csom\u00f3 \u00e1tlagsebess\u00e9ggel. A tengeri sz\u00e1ll\u00edt\u00e1s sor\u00e1n alkalmazott egy\u00e9b funkci\u00f3k \u2013 p\u00e9ld\u00e1ul az \u00fatvonal-optimaliz\u00e1l\u00e1s, a megel\u0151z\u0151 karbantart\u00e1s \u00e9s az adatgy\u0171jt\u00e9s \u2013 is jelent\u0151s m\u00e9rt\u00e9kben fejleszthet\u0151k a mesters\u00e9ges <a href=\"https:\/\/knowhow.distrelec.com\/hu\/szallitas\/vitorlazas-a-jovobe-mesterseges-intelligenciatalkalmazo-hajozassal\/\">intelligencia haszn\u00e1lat\u00e1val<\/a>.<\/p>\n\n\n\n<h4 id=\"vasuti-teherszallitas\" class=\"wp-block-heading\">Vas\u00fati tehersz\u00e1ll\u00edt\u00e1s<\/h4>\n\n\n\n<p>A Chalmers Egyetem 2022-ben k\u00eds\u00e9rleti jelleggel \u00fatj\u00e1ra ind\u00edtott egy <a href=\"https:\/\/www.warpnews.org\/transportation\/automatic-robot-can-give-us-better-railway-maintenance\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u00f6nvezet\u0151 robotot, amely a vas\u00fati s\u00ednek \u00e1llapot\u00e1t fel\u00fcgyeli<\/a>. A robot c\u00e9lja, hogy a probl\u00e9m\u00e1k lehet\u0151 legkor\u00e1bbi azonos\u00edt\u00e1sa r\u00e9v\u00e9n cs\u00f6kkentse a karbantart\u00e1si k\u00f6lts\u00e9geket \u00e9s a vas\u00fati k\u00e9s\u00e9seket. A robot kamer\u00e1k, 3D-s l\u00e9zer alap\u00fa t\u00e1v\u00e9rz\u00e9kel\u00e9s, GPS, gyorsul\u00e1sm\u00e9r\u0151 \u00e9s sz\u00e1mos tanul\u00e1s \u00fatj\u00e1n szerzett adat r\u00e9v\u00e9n k\u00e9pes emberi beavatkoz\u00e1s n\u00e9lk\u00fcl k\u00f6zlekedni a s\u00edneken. K\u00e9pes lass\u00edtani, amikor m\u00e1s vonatok k\u00f6zel\u00e9be \u00e9r, valamint leolvasni a k\u00fcl\u00f6nb\u00f6z\u0151 t\u00e1bl\u00e1kat \u00e9s jelz\u00e9seket.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u201eNapjainkban a vas\u00fati p\u00e1ly\u00e1kat gyakran csak azut\u00e1n jav\u00edtj\u00e1k, hogy meghib\u00e1sod\u00e1s t\u00f6rt\u00e9nt, \u00e9s egyre k\u00f6lts\u00e9gesebb a t\u00e1rsadalomnak, ha hosszabb id\u0151re le kell z\u00e1rni bizonyos p\u00e1lyaszakaszokat. E robot seg\u00edts\u00e9g\u00e9vel gyorsan felt\u00e1rhat\u00f3k \u00e9s orvosolhat\u00f3k a hib\u00e1k, m\u00e9g miel\u0151tt balesetre vagy kisikl\u00e1sra ker\u00fclne sor, n\u00f6velve a vas\u00fati szem\u00e9ly- \u00e9s tehersz\u00e1ll\u00edt\u00e1s rendelkez\u00e9sre \u00e1ll\u00e1s\u00e1t, \u00e9s p\u00e9nzt takar\u00edtva meg a t\u00e1rsadalom sz\u00e1m\u00e1ra. R\u00e1ad\u00e1sul a vas\u00fati karbantart\u00f3 munk\u00e1sok is nagyobb biztons\u00e1gban dolgozhatnak\u201d \u2013 \u00e1ll\u00edtja Krister Wolff, a Chalmers Egyetem docense.&nbsp;<\/em><\/p>\n<\/blockquote>\n\n\n\n<h4 id=\"autonom-tehergepjarmuvek\" class=\"wp-block-heading\">Auton\u00f3m teherg\u00e9pj\u00e1rm\u0171vek<\/h4>\n\n\n\n<p>Az ipar\u00e1gi szak\u00e9rt\u0151k el\u0151rejelz\u00e9se szerint a k\u00f6vetkez\u0151 t\u00edz \u00e9vben <a href=\"https:\/\/roboticsandautomationnews.com\/2023\/08\/01\/driving-into-the-future-the-rise-of-autonomous-trucks\/70925\/\" target=\"_blank\" rel=\"noreferrer noopener\">megszokott l\u00e1tv\u00e1nyt ny\u00fajtanak majd a vezet\u0151 n\u00e9lk\u00fcli teheraut\u00f3k<\/a> a k\u00f6zutakon. Az auton\u00f3m teherg\u00e9pj\u00e1rm\u0171vek bevezet\u00e9se el\u0151re fogja lend\u00edteni a logisztik\u00e1t \u00e9s a sz\u00e1ll\u00edt\u00e1si l\u00e1nc ir\u00e1ny\u00edt\u00e1s\u00e1t. A magasabb fok\u00fa automatizmus el\u0151rel\u00e1that\u00f3bb\u00e1 teszi a kisz\u00e1ll\u00edt\u00e1si id\u0151ket, ami jav\u00edtja a folyamat \u00e1ltal\u00e1nos hat\u00e9konys\u00e1g\u00e1t. Ez a megn\u00f6vekedett hat\u00e9konys\u00e1g pedig lehet\u0151v\u00e9 teszi a pontos k\u00e9zbes\u00edt\u00e9st \u00e9s az elj\u00e1r\u00e1sok egyszer\u0171s\u00edt\u00e9s\u00e9t.<\/p>\n\n\n\n<p>Az auton\u00f3m j\u00e1rm\u0171vek el\u0151tt \u00e1ll\u00f3 kih\u00edv\u00e1sok egyike a k\u00f6rnyezetben zajl\u00f3 esem\u00e9nyek \u00e9rtelmez\u00e9se \u00e9s az arra val\u00f3 megfelel\u0151 reag\u00e1l\u00e1s. M\u00edg a szem\u00e9lyaut\u00f3k eset\u00e9ben a s\u00e1vv\u00e1lt\u00e1s n\u00e9h\u00e1ny m\u00e1sodperces m\u0171velet, ez a man\u0151ver teherg\u00e9pj\u00e1rm\u0171vekn\u00e9l \u00e1ltal\u00e1ban mintegy 7\u20138 m\u00e1sodpercet vesz ig\u00e9nybe. A TuSimple teherfuvaroz\u00e1si v\u00e1llalat kifejlesztett egy olyan technol\u00f3gi\u00e1t, amelynek k\u00f6sz\u00f6nhet\u0151en <a href=\"https:\/\/kr-asia.com\/tusimple-unveils-new-features-to-improve-the-reliability-of-its-self-driving-trucks\" target=\"_blank\" rel=\"noreferrer noopener\">a teheraut\u00f3 mad\u00e1rt\u00e1vlatb\u00f3l szeml\u00e9lheti \u00fatvonal\u00e1t<\/a>, ez\u00e1ltal nagyobb r\u00e1l\u00e1t\u00e1st nyer k\u00f6zvetlen k\u00f6rnyezet\u00e9re. A j\u00e1rm\u0171 k\u00f6r\u00fcl k\u00fcl\u00f6nleges kamer\u00e1kat helyeztek el, a t\u00e9radatok \u00e9s a 2D-s t\u00e1rgyk\u00f6vet\u00e9s \u00e9s -\u00e9rz\u00e9kel\u00e9s egy\u00fcttes alkalmaz\u00e1sa r\u00e9v\u00e9n pedig r\u00e9szletes 3D-s k\u00e9pet \u00e1ll\u00edtanak el\u0151 a k\u00f6rnyezetr\u0151l.<\/p>\n\n\n\n<h3 id=\"a-kiszallitas-utolso-szakasza\" class=\"wp-block-heading\">A kisz\u00e1ll\u00edt\u00e1s utols\u00f3 szakasza<\/h3>\n\n\n\n<figure class=\"wp-block-image\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1365\"  height=\"768\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  class=\"wp-image-57632 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1365px) 100vw, 1365px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-1.jpeg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-1.jpeg 1365w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-1.jpeg?resize=300,169 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-1.jpeg?resize=768,432 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-1.jpeg?resize=1024,576 1024w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-1.jpeg?resize=380,214 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-1.jpeg?resize=550,309 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-1.jpeg?resize=800,450 800w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-1.jpeg?resize=1160,653 1160w\" ><figcaption class=\"wp-element-caption\">Egy \u00f6nj\u00e1r\u00f3 robot csomagokat k\u00e9zbes\u00edt egy nagyv\u00e1rosban.<\/figcaption><\/figure>\n\n\n\n<p>A fejl\u0151d\u00e9s a sz\u00e1ll\u00edt\u00e1si l\u00e1nc utols\u00f3 l\u00e1ncszem\u00e9t sem ker\u00fcli el. A vil\u00e1g minden pontj\u00e1n tal\u00e1lunk olyan v\u00e1llalatokat, amelyek a k\u00e9zbes\u00edt\u00e9st egys\u00e9ges\u00edt\u0151 technol\u00f3gi\u00e1k kifejleszt\u00e9s\u00e9n dolgoznak.&nbsp;<\/p>\n\n\n\n<h4 id=\"onjaro-robotok-amr-ek\" class=\"wp-block-heading\">\u00d6nj\u00e1r\u00f3 robotok (AMR-ek)<\/h4>\n\n\n\n<p>2023. j\u00fanius\u00e1ban Litv\u00e1nia bevezette <a href=\"https:\/\/www.iotworldtoday.com\/transportation-logistics\/europe-s-first-fleet-of-delivery-robots-launches-on-public-roads\" target=\"_blank\" rel=\"noreferrer noopener\">Eur\u00f3pa els\u0151 k\u00f6z\u00faton k\u00f6zleked\u0151 csomagk\u00e9zbes\u00edt\u0151 robotjait<\/a>. Bevezet\u00e9s\u00fcket az auton\u00f3m j\u00e1rm\u0171veket gy\u00e1rt\u00f3 Clevon, a LastMile sz\u00e1ll\u00edtm\u00e1nyoz\u00e1si platform \u00e9s az IKI szupermarketl\u00e1nc egy\u00fcttm\u0171k\u00f6d\u00e9se tette lehet\u0151v\u00e9. Az \u00f6nj\u00e1r\u00f3 sz\u00e1ll\u00edt\u00f3robotok felveszik az \u00e1rut a szupermarketben, majd kisz\u00e1ll\u00edtj\u00e1k a v\u00e1s\u00e1rl\u00f3k otthon\u00e1ba. A v\u00e1s\u00e1rl\u00f3k egy, a mobiltelefonjukra k\u00fcld\u00f6tt k\u00f3ddal tudj\u00e1k felnyitni az \u00f6nj\u00e1r\u00f3 sz\u00e1ll\u00edt\u00f3robotokat.&nbsp;<\/p>\n\n\n\n<p>Az Egyes\u00fclt Kir\u00e1lys\u00e1gban a DPD fut\u00e1rszolg\u00e1lat 2023 folyam\u00e1n 10 brit v\u00e1rosra <a href=\"https:\/\/fleetworld.co.uk\/dpd-rolls-out-autonomous-robot-deliveries\/\" target=\"_blank\" rel=\"noreferrer noopener\">terjeszti ki auton\u00f3m robotok \u00e1ltal v\u00e9gzett k\u00e9zbes\u00edt\u00e9si szolg\u00e1ltat\u00e1s\u00e1t<\/a>. A robotok a j\u00e1rd\u00e1n navig\u00e1lnak mind\u00f6ssze egy kamera seg\u00edts\u00e9g\u00e9vel, a v\u00e1s\u00e1rl\u00f3k pedig a mobiltelefonjukon l\u00e9v\u0151 t\u00e9rk\u00e9pen k\u00f6vethetik a robot \u00fatj\u00e1t. Mindek\u00f6zben pedig az \u00e9szt Starship v\u00e1llalat \u2013 amely els\u0151k\u00e9nt ind\u00edtott \u00f6nj\u00e1r\u00f3 robotokkal v\u00e9gzett k\u00e9zbes\u00edt\u00e9si szolg\u00e1ltat\u00e1st egy brit v\u00e1rosk\u00f6zpontban \u2013 2023. m\u00e1jus\u00e1ban teljes\u00edtette az <a href=\"https:\/\/www.starship.xyz\/company\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u00f6tmilliomodik auton\u00f3m k\u00e9zbes\u00edt\u00e9s\u00e9t<\/a>. Miut\u00e1n az \u00f6nj\u00e1r\u00f3 robotok sz\u00e1mos ipar\u00e1gban hasznos\u00edthat\u00f3k, nem meglep\u0151, hogy v\u00e1rakoz\u00e1sok szerint <a href=\"https:\/\/www.grandviewresearch.com\/industry-analysis\/autonomous-mobile-robots-market\" target=\"_blank\" rel=\"noreferrer noopener\">2030-ig a piac jelent\u0151s n\u00f6veked\u00e9s\u00e9nek<\/a> lehet\u00fcnk tan\u00fai, az \u00e1tlagos \u00e9ves n\u00f6veked\u00e9si \u00fctem el\u00e9ri majd a 15,5%-ot.&nbsp;<\/p>\n\n\n\n<h4 id=\"kezbesito-dronok\" class=\"wp-block-heading\">K\u00e9zbes\u00edt\u0151 dr\u00f3nok<\/h4>\n\n\n\n<p>Azonban nem csup\u00e1n a nagyv\u00e1rosok utc\u00e1in l\u00e1thatunk innovat\u00edv k\u00e9zbes\u00edt\u00e9si m\u00f3dokat. A <a href=\"https:\/\/www.forbes.com\/sites\/garydrenik\/2023\/05\/31\/how-drones-are-shaping-the-future-of-ultrafast-delivery-across-american-suburbs\/?sh=6972e39458ba\" target=\"_blank\" rel=\"noreferrer noopener\">Forbes<\/a> szerint az \u00e9ttermek \u00e1tlagosan 40%-ot takar\u00edthatnak meg kisz\u00e1ll\u00edt\u00e1si k\u00f6lts\u00e9geiken automata, dr\u00f3nok \u00e1ltali k\u00e9zbes\u00edt\u00e9ssel. Az \u00e1rusz\u00e1ll\u00edt\u00e1s mellett a dr\u00f3nok hat\u00e9konyan k\u00e9pesek p\u00e9ld\u00e1ul orvoss\u00e1got sz\u00e1ll\u00edtani a v\u00e1s\u00e1rl\u00f3knak. Az amerikai Zipline v\u00e1llalat egy ideje m\u00e1r <a href=\"https:\/\/impakter.com\/how-drones-are-revolutionising-delivery-of-medicine\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u00e9letment\u00e9shez sz\u00fcks\u00e9ges v\u00e9rt \u00e9s eg\u00e9szs\u00e9g\u00fcgyi felszerel\u00e9seket sz\u00e1ll\u00edt Ruanda 12 eldugott helyen l\u00e9v\u0151 vid\u00e9ki k\u00f3rh\u00e1z\u00e1ba<\/a>, \u00e9s ma m\u00e1r egy\u00fcttm\u0171k\u00f6d\u00e9st folytat a kontinens m\u00e1r orsz\u00e1gaival is.&nbsp;<\/p>\n\n\n\n<p>A <a href=\"https:\/\/www.mckinsey.com\/industries\/aerospace-and-defense\/our-insights\/future-air-mobility-blog\/drones-take-to-the-sky-potentially-disrupting-last-mile-delivery\" target=\"_blank\" rel=\"noreferrer noopener\">McKinsey &amp; Company<\/a> szerint a k\u00e9zbes\u00edt\u0151 dr\u00f3nok ugyanolyan k\u00f6lts\u00e9ghat\u00e9kony megold\u00e1ss\u00e1 v\u00e1lhatnak a csomagsz\u00e1ll\u00edt\u00e1sban, mint a hagyom\u00e1nyos kisz\u00e1ll\u00edt\u00e1si m\u00f3dok. Egyes r\u00e9gi\u00f3kban, ahol alacsony ki\u00e9p\u00edtetts\u00e9g\u0171 a k\u00f6zleked\u00e9si infrastrukt\u00fara, m\u00e1r most a dr\u00f3nok jelenthetik a k\u00e9zbes\u00edt\u00e9s legk\u00f6lts\u00e9ghat\u00e9konyabb m\u00f3dj\u00e1t, r\u00e1ad\u00e1sul \u00fczemeltet\u00e9s\u00fck sokkal k\u00f6rnyezetbar\u00e1tabb, mint a teheraut\u00f3k\u00e9.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1237\"  height=\"841\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  class=\"wp-image-57624 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1237px) 100vw, 1237px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-3.png\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-3.png 1237w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-3.png?resize=300,204 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-3.png?resize=768,522 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-3.png?resize=1024,696 1024w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-3.png?resize=380,258 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-3.png?resize=550,374 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-3.png?resize=800,544 800w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image-3.png?resize=1160,789 1160w\" ><figcaption class=\"wp-element-caption\">A k\u00e9zbes\u00edt\u0151 dr\u00f3nok k\u00f6lts\u00e9ghat\u00e9konys\u00e1ga m\u00e1s sz\u00e1ll\u00edt\u00e1si m\u00f3dokkal val\u00f3 \u00f6sszevet\u00e9sben Forr\u00e1s: <a href=\"https:\/\/www.mckinsey.com\/industries\/aerospace-and-defense\/our-insights\/future-air-mobility-blog\/drones-take-to-the-sky-potentially-disrupting-last-mile-delivery\" target=\"_blank\" rel=\"noreferrer noopener\">McKinsey &amp; Company<\/a>.<\/figcaption><\/figure>\n\n\n\n<h2 id=\"mi-varhato-a-jovoben\" class=\"wp-block-heading\">Mi v\u00e1rhat\u00f3 a j\u00f6v\u0151ben?<\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1254\"  height=\"836\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\"  alt=\"\"  class=\"wp-image-57625 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1254px) 100vw, 1254px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image.jpeg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image.jpeg 1254w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image.jpeg?resize=300,200 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image.jpeg?resize=768,512 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image.jpeg?resize=1024,683 1024w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image.jpeg?resize=380,253 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image.jpeg?resize=550,367 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image.jpeg?resize=800,533 800w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2023\/08\/image.jpeg?resize=1160,773 1160w\" ><figcaption class=\"wp-element-caption\">Milyen j\u00f6v\u0151 v\u00e1r a robotokra a logisztikai \u00e1gazatban?<\/figcaption><\/figure>\n\n\n\n<p>Mivel a v\u00e1s\u00e1rl\u00f3i elv\u00e1r\u00e1sok, valamint a csomagok, sz\u00e1ll\u00edtm\u00e1nyok \u00e9s megrendel\u00e9sek volumene hagyom\u00e1nyos m\u00f3dszerekkel m\u00e1r-m\u00e1r kezelhetetlen m\u00e9rt\u00e9ket kezd \u00f6lteni, az auton\u00f3m robotok jav\u00edthatj\u00e1k a logisztikai folyamatokat \u00e9s \u00faj lehet\u0151s\u00e9geket k\u00edn\u00e1lhatnak a termel\u00e9kenys\u00e9g fokoz\u00e1s\u00e1ra, a kock\u00e1zatok \u00e9s k\u00f6lts\u00e9gek cs\u00f6kkent\u00e9s\u00e9re, valamint az adatgy\u0171jt\u00e9s fejleszt\u00e9s\u00e9re. A v\u00e1llalatok folyamatosan keresik azokat a megold\u00e1sokat, amelyek seg\u00edts\u00e9g\u00e9vel meg\u0151rizhetik versenyk\u00e9pess\u00e9g\u00fcket, ugyanakkor egy\u00e9rtelm\u0171en l\u00e1tszik, hogy a sz\u00e1ll\u00edt\u00e1s l\u00e1nc valamennyi szakasz\u00e1ban b\u0151ven van m\u00e9g tere a fejl\u0151d\u00e9snek. Jelen pillanatban is sz\u00e1mos innov\u00e1ci\u00f3 tart k\u00eds\u00e9rleti szakaszban vagy ker\u00fcl bevezet\u00e9sre annak \u00e9rdek\u00e9ben, hogy jav\u00edtsa a logisztikai \u00e1gazat m\u0171k\u00f6d\u00e9s\u00e9t.&nbsp;<\/p>\n\n\n\n<p>A technol\u00f3giai fejl\u0151d\u00e9s mag\u00e1val hozhatja azt a lappang\u00f3 <a href=\"https:\/\/knowhow.distrelec.com\/hu\/gyartas-eloallitas\/a-robotok-elveszik-a-munkankat\/\" target=\"_blank\" rel=\"noreferrer noopener\">f\u00e9lelmet, hogy a robotok munkahelyeket vesznek el<\/a>, de nem felt\u00e9tlen\u00fcl ez a dolog kimenetele. Az emberek m\u00e1r ma is hat\u00e9kony egy\u00fcttm\u0171k\u00f6d\u00e9sben dolgoznak a robotokkal, de az egy\u00fcttm\u0171k\u00f6d\u00e9s fokoz\u00e1s\u00e1val optimaliz\u00e1lhatn\u00e1nk a teljes folyamatot. Nem kellene f\u00e9ln\u00fcnk att\u00f3l, hogy a robotok munkahelyekt\u0151l fosztanak meg benn\u00fcnket, ink\u00e1bb integr\u00e1lni kell folyamatainkba a robotikai rendszerek \u00e1ltal k\u00edn\u00e1lt hozz\u00e1adott \u00e9rt\u00e9ket. A v\u00e1llvetve egym\u00e1s mellett dolgoz\u00f3 emberek \u00e9s robotok k\u00e9pe izgalmas j\u00f6v\u0151t vet\u00edt el\u00e9nk. <\/p>\n","protected":false},"excerpt":{"rendered":"Kiv\u00e1lasztjuk a term\u00e9ket, betessz\u00fck a kos\u00e1rba, fizet\u00fcnk, \u00e9s v\u00e1rjuk, hogy meg\u00e9rkezzen a csomag. A v\u00e1s\u00e1rl\u00f3 sz\u00e1m\u00e1ra ilyen egyszer\u0171&hellip;\n","protected":false},"author":27,"featured_media":57006,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_singular_sidebar":"","csco_page_header_type":"","csco_appearance_grid":"","csco_page_load_nextpost":"","csco_post_video_location":[],"csco_post_video_location_hash":"","csco_post_video_url":"","csco_post_video_bg_start_time":0,"csco_post_video_bg_end_time":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1086,890,894],"tags":[],"coauthors":[],"class_list":{"0":"post-57376","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-automatizalas","8":"category-gyartas-eloallitas","9":"category-szallitas","10":"cs-entry","11":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A robotok n\u00f6vekv\u0151 jelent\u0151s\u00e9ge a logisztikai \u00e1gazatban - 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