{"id":54826,"date":"2021-06-16T14:46:48","date_gmt":"2021-06-16T12:46:48","guid":{"rendered":"https:\/\/smeup.com\/magazine\/?p=54826"},"modified":"2025-08-22T18:25:37","modified_gmt":"2025-08-22T16:25:37","slug":"logistica-4-0-tecnologie-digitali-e-vantaggi-per-le-imprese","status":"publish","type":"post","link":"https:\/\/www.smeup.com\/magazine\/blog\/logistica-4-0-tecnologie-digitali-e-vantaggi-per-le-imprese\/","title":{"rendered":"Logistica 4.0: tecnologie digitali e vantaggi per le imprese"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling gradient-container-1\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p data-start=\"1234\" data-end=\"1810\">In un mondo sempre pi\u00f9 globalizzato, l\u2019ecosistema della <strong data-start=\"1290\" data-end=\"1303\">logistica<\/strong> svolge un ruolo decisivo per la crescita economica e la competitivit\u00e0 delle imprese. Negli ultimi vent\u2019anni, la <strong data-start=\"1416\" data-end=\"1449\">logistica della distribuzione<\/strong> \u00e8 cresciuta del <strong data-start=\"1466\" data-end=\"1474\">170%<\/strong>, a dimostrazione di quanto questo settore sia oggi centrale. Quasi tutti i beni che consumiamo \u2014 inclusi quelli acquistati tramite le principali piattaforme di <strong data-start=\"1635\" data-end=\"1649\">e-commerce<\/strong> \u2014 vengono movimentati via mare, caricati sui grandi vettori internazionali e successivamente distribuiti nelle citt\u00e0 attraverso i servizi di trasporto locale.<\/p>\n<p data-start=\"1818\" data-end=\"2230\">Parallelamente, all\u2019interno delle aziende di logistica, l\u2019adozione di strumenti di <strong data-start=\"1901\" data-end=\"1922\">nuova generazione<\/strong> sta rivoluzionando i processi. Tecnologie come <strong data-start=\"1970\" data-end=\"2021\">data analysis, machine learning e deep learning<\/strong>, integrate con infrastrutture distribuite e monitorate, consentono di ottimizzare i flussi di lavoro, migliorare la sicurezza dei trasporti e supportare una gestione pi\u00f9 intelligente della <strong data-start=\"2211\" data-end=\"2227\">supply chain<\/strong>.<\/p>\n<p>Come monitorare in modo intelligente il traffico di merci, ottimizzare tempi e qualit\u00e0, e ridurre rischi come frodi o contraffazioni?<br \/>\nUna soluzione efficace \u00e8 rappresentata dalla logistica integrata con la supply chain. Questo approccio prevede l\u2019utilizzo di un sistema centralizzato per la gestione delle attivit\u00e0 logistiche e di trasporto, consentendo una maggiore collaborazione tra reparti e partner esterni, un miglioramento dell\u2019efficienza operativa e una riduzione dei costi complessivi.<\/p>\n<p>Grazie alla gestione integrata della catena di approvvigionamento, le aziende possono implementare best practice consolidate nelle funzioni chiave della supply chain, rendendo i processi pi\u00f9 snelli e adattabili alle esigenze del mercato.<\/p>\n<p data-start=\"4839\" data-end=\"5200\">Le <strong data-start=\"4842\" data-end=\"4865\">tecnologie digitali<\/strong> abilitano processi di <strong data-start=\"4888\" data-end=\"4907\">logistica smart<\/strong> in ottica <strong data-start=\"4918\" data-end=\"4933\">data-driven<\/strong>, superando i limiti della pianificazione tradizionale. Questi strumenti permettono di velocizzare i trasporti, ottimizzare l\u2019intera <strong data-start=\"5066\" data-end=\"5082\">supply chain<\/strong> e ridurre l\u2019<strong data-start=\"5095\" data-end=\"5117\">impatto ambientale<\/strong>, aprendo la strada a <strong data-start=\"5139\" data-end=\"5168\">nuovi modelli di business<\/strong> pi\u00f9 sostenibili e innovativi.<\/p>\n<p data-start=\"5208\" data-end=\"5541\">L\u2019<strong data-start=\"5210\" data-end=\"5254\">informatizzazione dei processi logistici<\/strong> gioca un ruolo centrale: consente di gestire grandi volumi di dati, definire regole di movimentazione precise e garantire la loro applicazione coerente attraverso <strong data-start=\"5418\" data-end=\"5440\">algoritmi avanzati<\/strong>. Grazie a questi strumenti, le attivit\u00e0 logistiche diventano pi\u00f9 efficienti, sicure e prevedibili.<\/p>\n<p data-start=\"5927\" data-end=\"6293\">Un ruolo fondamentale nell\u2019<strong data-start=\"5954\" data-end=\"5991\">informatizzazione della logistica<\/strong> \u00e8 svolto dalle soluzioni legate all\u2019<strong data-start=\"6028\" data-end=\"6045\">Industria 4.0<\/strong> e dall\u2019<strong data-start=\"6053\" data-end=\"6074\">hardware connesso<\/strong>. Dispositivi IoT, sensori, sistemi RFID e macchinari interconnessi permettono alle aziende di monitorare e controllare in tempo reale tutti i processi logistici, migliorando <strong data-start=\"6249\" data-end=\"6290\">efficienza, sicurezza e tracciabilit\u00e0<\/strong>.<\/p>\n<p data-start=\"6301\" data-end=\"6572\">Grazie a queste tecnologie, la <strong data-start=\"6332\" data-end=\"6351\">logistica smart<\/strong> diventa non solo pi\u00f9 veloce e affidabile, ma anche pi\u00f9 sostenibile, consentendo di ottimizzare i flussi di merci lungo l\u2019intera <strong data-start=\"6480\" data-end=\"6496\">supply chain<\/strong> e di implementare nuovi modelli di business basati su dati e automazione.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling gradient-container-2\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:#068a9c;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2\" style=\"--awb-text-color:#ffffff;\"><h2><span style=\"color: #ffffff\"><strong>Cos\u2019\u00e8 la Logistica 4.0<\/strong><\/span><\/h2>\n<p data-start=\"845\" data-end=\"1185\"><span style=\"color: #ffffff\">La <strong data-start=\"848\" data-end=\"865\">Logistica 4.0<\/strong> consiste nell\u2019applicazione dei principi dell\u2019<strong data-start=\"911\" data-end=\"927\">Industry 4.0<\/strong> alla <strong data-start=\"933\" data-end=\"949\">supply chain<\/strong>, con l\u2019obiettivo di digitalizzare i processi attraverso <strong data-start=\"1006\" data-end=\"1043\">soluzioni tecnologiche innovative<\/strong>. Questo approccio favorisce una maggiore <strong data-start=\"1085\" data-end=\"1124\">connessione e condivisione dei dati<\/strong> lungo tutti gli anelli della catena di approvvigionamento.<\/span><\/p>\n<p data-start=\"1193\" data-end=\"1513\"><span style=\"color: #ffffff\">Oltre allo scambio di informazioni tra tutti gli attori della supply chain \u2014 trasportatori, produttori, fornitori, distributori e clienti \u2014 la <strong data-start=\"1336\" data-end=\"1353\">Logistica 4.0<\/strong> prevede anche l\u2019interconnessione tra <strong data-start=\"1391\" data-end=\"1449\">macchine, sistemi di stoccaggio, macchinari e software<\/strong>, rendendo i processi pi\u00f9 integrati, efficienti e tracciabili.<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling gradient-container-3\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3\"><h2><strong>Cambiamenti introdotti dalla Logistica 4.0<\/strong><\/h2>\n<p>I cambiamenti introdotti dalla <strong data-start=\"461\" data-end=\"478\">Logistica 4.0<\/strong> nelle aziende si concentrano su tre elementi chiave: <strong data-start=\"532\" data-end=\"620\">automazione dei processi, connessione dei sistemi e supporto al processo decisionale<\/strong>. Questi tre pilastri permettono di rendere la <strong data-start=\"667\" data-end=\"683\">supply chain<\/strong> pi\u00f9 efficiente, flessibile e intelligente, migliorando sia le performance operative sia la capacit\u00e0 di rispondere rapidamente alle esigenze del mercato.<\/p>\n<\/div><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"1920\" height=\"842\" title=\"cambiamenti-logistica-4.0\" src=\"https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/cambiamenti-logistica-4.0.png\" data-orig-src=\"https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/cambiamenti-logistica-4.0.png\" alt class=\"lazyload img-responsive wp-image-54827\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271920%27%20height%3D%27842%27%20viewBox%3D%270%200%201920%20842%27%3E%3Crect%20width%3D%271920%27%20height%3D%27842%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/cambiamenti-logistica-4.0-200x88.png 200w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/cambiamenti-logistica-4.0-400x175.png 400w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/cambiamenti-logistica-4.0-600x263.png 600w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/cambiamenti-logistica-4.0-800x351.png 800w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/cambiamenti-logistica-4.0-1200x526.png 1200w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/cambiamenti-logistica-4.0.png 1920w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 1200px\" \/><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling gradient-container-4\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:rgba(0,0,0,0.08);--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-4\"><h2><strong>I vantaggi delle tecnologie 4.0 per le aziende<\/strong><\/h2>\n<p><strong>Maggiore produttivit\u00e0<\/strong><\/p>\n<p>Una movimentazione pi\u00f9 efficiente dei materiali e dei prodotti finiti permette di ottimizzare l\u2019intero processo produttivo. L\u2019utilizzo dei <strong data-start=\"780\" data-end=\"797\">dati digitali<\/strong> garantisce una migliore <strong data-start=\"822\" data-end=\"854\">tracciabilit\u00e0 dei componenti<\/strong>, rendendo il <strong data-start=\"868\" data-end=\"880\">workflow<\/strong> pi\u00f9 rapido e preciso e aumentando l\u2019efficienza complessiva dell\u2019azienda.<\/p>\n<p><strong>Rapidit\u00e0 nelle consegne<\/strong><\/p>\n<p>Le aziende devono oggi rispondere alle esigenze dei clienti, che richiedono disponibilit\u00e0 immediata dei prodotti. L\u2019impiego delle <strong data-start=\"1629\" data-end=\"1647\">tecnologie 4.0<\/strong> e dell\u2019<strong data-start=\"1655\" data-end=\"1675\">analisi dei dati<\/strong> permette di soddisfare queste aspettative, grazie a <strong data-start=\"1728\" data-end=\"1755\">previsioni pi\u00f9 accurate<\/strong> e all\u2019<strong data-start=\"1762\" data-end=\"1802\">ottimizzazione dei tempi di consegna<\/strong>, migliorando l\u2019affidabilit\u00e0 del servizio.<\/p>\n<p><strong>Integrazione dei sistemi<\/strong><\/p>\n<p>Le aziende che adottano il mondo <strong data-start=\"2696\" data-end=\"2703\">4.0<\/strong> affrontano l\u2019integrazione tra software e sistemi gi\u00e0 presenti negli impianti. Questo passaggio \u00e8 fondamentale per sfruttare appieno le potenzialit\u00e0 delle <strong data-start=\"2858\" data-end=\"2878\">nuove tecnologie<\/strong>: macchine, robot e dispositivi <strong data-start=\"2910\" data-end=\"2917\">IoT<\/strong> devono comunicare tra loro. Inoltre, l\u2019integrazione permette di trasformare i dati generati dalle macchine connesse in informazioni utili, senza duplicazioni, creando valore e supportando decisioni pi\u00f9 accurate.<\/p>\n<p><strong>Omnicanalit\u00e0<\/strong><\/p>\n<p>Con la diffusione dell\u2019approccio <strong data-start=\"3837\" data-end=\"3852\">omnichannel<\/strong>, \u00e8 essenziale utilizzare le <strong data-start=\"3881\" data-end=\"3908\">tecnologie digitali 4.0<\/strong> per analizzare e comprendere l\u2019esperienza di acquisto dei clienti, anticiparne le esigenze e adattare i processi di produzione, magazzino e logistica. Le tecnologie 4.0 permettono di <strong data-start=\"4092\" data-end=\"4130\">interconnettere i flussi di lavoro<\/strong> tra i diversi reparti, gestendo le attivit\u00e0 in modo pi\u00f9 rapido ed efficiente.<\/p>\n<p><strong>Tracciabilit\u00e0 dei prodotti<\/strong><\/p>\n<p>Una <strong data-start=\"4802\" data-end=\"4818\">supply chain<\/strong> efficiente richiede la perfetta <strong data-start=\"4851\" data-end=\"4868\">tracciabilit\u00e0<\/strong> di ogni codice lungo l\u2019intera filiera. La <strong data-start=\"4911\" data-end=\"4928\">Logistica 4.0<\/strong> utilizza sistemi come i <strong data-start=\"4953\" data-end=\"4965\">tag RFID<\/strong>, che migliorano la visibilit\u00e0 della mappatura del magazzino e permettono di <strong data-start=\"5042\" data-end=\"5076\">standardizzare le informazioni<\/strong> tra i diversi sistemi, garantendo dati affidabili e processi pi\u00f9 sicuri.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling gradient-container-5\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:#068a9c;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-5\" style=\"--awb-text-color:#ffffff;\"><h2><span style=\"color: #ffffff\">Come la logistica sta cambiando con la digitalizzazione<\/span><\/h2>\n<p data-start=\"1241\" data-end=\"1727\">Uno studio di <strong data-start=\"1255\" data-end=\"1277\">Contract Logistics<\/strong> e dell\u2019<strong data-start=\"1285\" data-end=\"1327\">Osservatorio del Politecnico di Milano<\/strong> evidenzia come il settore della logistica stia accelerando verso la <strong data-start=\"1396\" data-end=\"1416\">digitalizzazione<\/strong>: a livello internazionale, sono oltre <strong data-start=\"1455\" data-end=\"1473\">500 le startup<\/strong> che offrono soluzioni hardware e software per la logistica, nuovi servizi innovativi legati all\u2019area geografica servita, alle attivit\u00e0 operative o alle tecnologie impiegate, e piattaforme che mettono in contatto domanda e offerta di servizi logistici.<\/p>\n<p data-start=\"1733\" data-end=\"1743\"><strong data-start=\"1733\" data-end=\"1741\">+57%<\/strong><\/p>\n<p data-start=\"1749\" data-end=\"2030\">La tendenza principale \u00e8 l\u2019<strong data-start=\"1776\" data-end=\"1810\">adozione di soluzioni digitali<\/strong> per ottimizzare i processi, con particolare attenzione ai <strong data-start=\"1869\" data-end=\"1891\">Big Data Analytics<\/strong>, strumenti fondamentali per il <strong data-start=\"1923\" data-end=\"1954\">monitoraggio in tempo reale<\/strong> delle attivit\u00e0 aziendali e dei processi lungo l\u2019intera filiera logistica.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-6 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling gradient-container-6\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-6\"><h2>Big Data Analytics: le applicazioni pratiche nella logistica<\/h2>\n<p data-start=\"1537\" data-end=\"2001\">Con <strong data-start=\"1541\" data-end=\"1563\">Big Data Analytics<\/strong> si intende il processo di raccolta, elaborazione e analisi dei dati per trasformarli in informazioni utili a supporto delle decisioni aziendali.<br data-start=\"1708\" data-end=\"1711\" \/>Nella <strong data-start=\"1719\" data-end=\"1736\">logistica 4.0<\/strong>, i Big Data Analytics permettono alle imprese di <strong data-start=\"1786\" data-end=\"1826\">monitorare e riprogettare i processi<\/strong>, migliorando in particolare la <strong data-start=\"1858\" data-end=\"1883\">gestione delle scorte<\/strong>, la <strong data-start=\"1888\" data-end=\"1916\">previsione della domanda<\/strong> e l\u2019<strong data-start=\"1921\" data-end=\"1975\">ottimizzazione dei flussi di magazzino e trasporto<\/strong> lungo tutta la filiera.<\/p>\n<p data-start=\"2008\" data-end=\"2093\">Le principali applicazioni dei Big Data nella logistica si suddividono in tre aree:<\/p>\n<ul data-start=\"2096\" data-end=\"2571\">\n<li data-start=\"2096\" data-end=\"2249\">\n<p data-start=\"2098\" data-end=\"2249\"><strong data-start=\"2098\" data-end=\"2121\">Analisi descrittiva<\/strong>: consente di descrivere i processi in corso, monitorarne l\u2019andamento e identificare le cause di anomalie o eventi irregolari.<\/p>\n<\/li>\n<li data-start=\"2096\" data-end=\"2249\">\n<p data-start=\"2098\" data-end=\"2249\"><strong data-start=\"2254\" data-end=\"2276\">Analisi predittiva<\/strong>: permette di prevedere l\u2019andamento di variabili nel tempo, come la domanda di mercato o i picchi di consegne.<\/p>\n<\/li>\n<li data-start=\"2096\" data-end=\"2249\">\n<p data-start=\"2098\" data-end=\"2249\"><strong data-start=\"2393\" data-end=\"2417\">Analisi prescrittiva<\/strong>: fornisce raccomandazioni e indicazioni concrete su come ottimizzare la gestione delle attivit\u00e0 logistiche, migliorando efficienza e tempi di risposta.<\/p>\n<\/li>\n<\/ul>\n<\/div><div class=\"fusion-image-element \" style=\"--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\"><img decoding=\"async\" width=\"1920\" height=\"894\" title=\"logistica-4.0\" src=\"https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/schema-logistica-4.0.png\" data-orig-src=\"https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/schema-logistica-4.0.png\" alt class=\"lazyload img-responsive wp-image-54828\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%271920%27%20height%3D%27894%27%20viewBox%3D%270%200%201920%20894%27%3E%3Crect%20width%3D%271920%27%20height%3D%27894%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/schema-logistica-4.0-200x93.png 200w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/schema-logistica-4.0-400x186.png 400w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/schema-logistica-4.0-600x279.png 600w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/schema-logistica-4.0-800x373.png 800w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/schema-logistica-4.0-1200x559.png 1200w, https:\/\/www.smeup.com\/magazine\/wp-content\/uploads\/sites\/5\/2021\/06\/schema-logistica-4.0.png 1920w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 640px) 100vw, 1200px\" \/><\/span><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-7 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling gradient-container-7\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1144px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:20px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-7\"><h2>Esempi pratici di automazione logistica nelle aziende<\/h2>\n<p data-start=\"1454\" data-end=\"1542\">Alcuni esempi concreti di <strong data-start=\"1480\" data-end=\"1505\">automazione logistica<\/strong> gi\u00e0 utilizzati dalle aziende sono:<\/p>\n<ul data-start=\"1549\" data-end=\"2465\">\n<li data-start=\"1549\" data-end=\"1718\">\n<p data-start=\"1551\" data-end=\"1718\"><strong data-start=\"1551\" data-end=\"1580\">Carrelli a guida autonoma<\/strong>: sfruttano tecnologie di navigazione filoguidata, laser, marker o QR code per spostarsi in modo indipendente all\u2019interno del magazzino.<\/p>\n<\/li>\n<li data-start=\"1721\" data-end=\"2066\">\n<p data-start=\"1723\" data-end=\"2066\"><strong data-start=\"1723\" data-end=\"1759\">Sistemi di sensoristica avanzata<\/strong>: dispositivi interconnessi che elaborano dati in tempo reale, creando una base dati solida per il <strong data-start=\"1858\" data-end=\"1886\">tracciamento delle merci<\/strong> e l\u2019<strong data-start=\"1891\" data-end=\"1922\">ottimizzazione dei processi<\/strong>. Consentono anche la comunicazione reciproca tra carrelli, trasmettendo informazioni sugli scaffali e sullo stato di funzionamento dei mezzi.<\/p>\n<\/li>\n<li data-start=\"2069\" data-end=\"2253\">\n<p data-start=\"2071\" data-end=\"2253\"><strong data-start=\"2071\" data-end=\"2119\">Sistemi Autonomous Intelligent Vehicle (AIV)<\/strong>: permettono ai carrelli di rilevare e aggirare ostacoli, comunicare tra loro e gestire dinamicamente precedenze e ordini di lavoro.<\/p>\n<\/li>\n<li data-start=\"2256\" data-end=\"2465\">\n<p data-start=\"2258\" data-end=\"2465\"><strong data-start=\"2258\" data-end=\"2299\">Robot autonomi con visione AI-powered<\/strong>: dotati di fotocamere stereoscopiche e tecnologie di <strong data-start=\"2353\" data-end=\"2370\">deep learning<\/strong>, riconoscono l\u2019ambiente circostante e si muovono in autonomia tra le strutture di magazzino.<\/p>\n<\/li>\n<\/ul>\n<\/div><div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_self\" href=\"https:\/\/www.smeup.com\/soluzioni-software\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">SCOPRI LE NOSTRE SOLUZIONI SOFTWARE PER LA LOGISTICA<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":5,"featured_media":54829,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-54826","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-da-smeup"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - 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