{"id":5948,"date":"2026-02-05T10:29:30","date_gmt":"2026-02-05T09:29:30","guid":{"rendered":"https:\/\/www.mosaicfactor.com\/el-paper-de-la-ia-en-la-logistica-multimodal-i-el-transport-ferroviari-sostenible\/"},"modified":"2026-02-06T12:54:33","modified_gmt":"2026-02-06T11:54:33","slug":"el-paper-de-la-ia-en-la-logistica-multimodal-i-el-transport-ferroviari-sostenible","status":"publish","type":"post","link":"https:\/\/www.mosaicfactor.com\/ca\/el-paper-de-la-ia-en-la-logistica-multimodal-i-el-transport-ferroviari-sostenible\/","title":{"rendered":"El paper de la IA en la log\u00edstica multimodal i el transport ferroviari sostenible"},"content":{"rendered":"<p class=\"p1\">La setmana passada, el nostre equip va tenir el privilegi de participar en una taula rodona d&#8217;alt nivell al <a href=\"https:\/\/cidai.eu\/llibres-blancs\/llibre-blanc-sobre-la-intelligencia-artificial-aplicada-al-sector-de-la-logistica-a-catalunya\/\" target=\"_blank\" rel=\"noopener\">CIDAI<\/a> (Centre of Innovation for Data Tech and AI) a Barcelona, fomentant el di\u00e0leg de la ind\u00fastria sobre l&#8217;intercanvi de dades entre els ecosistemes de log\u00edstica, mobilitat i IA. Stefano Persi, CEO, va parlar de <strong>com la IA pot donar suport pr\u00e0cticament a una log\u00edstica m\u00e9s eficient, sostenible i resilient<\/strong>, centrant-se en el <strong>transport multimodal<\/strong> i el <strong>paper del transport ferroviari<\/strong> de mercaderies en la construcci\u00f3 de <strong>xarxes log\u00edstiques m\u00e9s intel\u00b7ligents<\/strong>.<\/p>\n<p class=\"p1\">La discussi\u00f3 va formar part del treball m\u00e9s ampli al voltant del llibre blanc del CIDAI, creat a trav\u00e9s del seu grup de reflexi\u00f3 amb contribucions d&#8217;actors p\u00fablics i privats. Com a participants en aquest esfor\u00e7, vam tenir el plaer de contribuir a la taula rodona, on Stefano Persi va compartir exemples pr\u00e0ctics i estudis de casos que destacaven el paper de la IA i l&#8217;intercanvi de dades fiable en entorns log\u00edstics reals.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5940\" src=\"https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2026\/02\/CIDAI-Mosaic-Article-Image-1-300x196.webp\" alt=\"Logistics AI Mosaic Factor CIDAI\" width=\"300\" height=\"196\" \/><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-5928\" src=\"https:\/\/www.mosaicfactor.com\/wp-content\/uploads\/2026\/02\/CIDAI-Mosaic-Article-Image-4-300x225.webp\" alt=\"Logistics AI Mosaic Factor CIDAI\" width=\"261\" height=\"196\" \/><\/p>\n<h2><strong style=\"color: #333333; font-size: 26px;\">Dades sobre el sector<\/strong><\/h2>\n<p class=\"p1\">Els volums de transport ferroviari de mercaderies es mantenen per sota de la mitjana europea i una tarifa de 5 milions d&#8217;euros agreuja el repte. El transport de mercaderies per ferrocarril continua enfrontant-se a reptes operatius i estructurals, fins i tot quan s&#8217;espera que la demanda creixi significativament.<\/p>\n<p class=\"p1\">D&#8217;acord amb els objectius del <a href=\"https:\/\/climate.ec.europa.eu\/eu-action\/climate-strategies-targets\/2050-long-term-strategy_en\" target=\"_blank\" rel=\"noopener\">Climate Neutrality 2050<\/a>, es preveu que els volums de transport ferroviari de mercaderies es dupliquin en comparaci\u00f3 amb les mitjanes hist\u00f2riques recents. Aconseguir aquest creixement requerir\u00e0 no nom\u00e9s inversi\u00f3 en infraestructura, sin\u00f3 tamb\u00e9 una millor coordinaci\u00f3, optimitzaci\u00f3 i col\u00b7laboraci\u00f3 en tot l&#8217;ecosistema log\u00edstic.<\/p>\n<p class=\"p1\">Des de la perspectiva de <a href=\"https:\/\/cimalsa.cat\/\" target=\"_blank\" rel=\"noopener\">CIMALSA<\/a>, la multimodalitat \u00e9s una palanca central per millorar l&#8217;efici\u00e8ncia i la sostenibilitat log\u00edstica. El model \u00f2ptim combina el ferrocarril per al transport de mitjana i llarga dist\u00e0ncia i el transport per carretera principalment per a operacions de primera i \u00faltima milla. La IA permet aquest canvi donant suport a la reassignaci\u00f3 dels fluxos de transport del cami\u00f3 al ferrocarril, optimitzant rutes, horaris i \u00fas de la capacitat. Aquest enfocament pot reduir significativament les emissions en comparaci\u00f3 amb el transport nom\u00e9s per carretera, alhora que mant\u00e9 la flexibilitat operativa.<\/p>\n<h3><strong>Compartici\u00f3 de dades i espais de dades<\/strong><\/h3>\n<p>Un repte recurrent identificat \u00e9s la retic\u00e8ncia dels operadors i agents log\u00edstics a compartir informaci\u00f3. Si b\u00e9 les preocupacions sobre la privadesa s\u00f3n leg\u00edtimes, sovint limiten l&#8217;optimitzaci\u00f3 a nivell de sistema. Els espais de dades es van destacar com un factor clau, ja que proporcionen:<\/p>\n<ul>\n<li>Intercanvi segur de dades i acc\u00e9s controlat.<\/li>\n<li>Normes clares sobre com es comparteixen i s&#8217;utilitzen les dades.<\/li>\n<li>Base t\u00e8cnica perqu\u00e8 les eines d&#8217;IA suggereixin rutes, calculin costos i simulin escenaris operatius.<\/li>\n<\/ul>\n<p>En garantir la confian\u00e7a de les dades, els espais de dades permeten a la IA donar suport a una millor presa de decisions sense comprometre la informaci\u00f3 empresarial sensible.<\/p>\n<p><strong><span style=\"color: #333333;\"><span style=\"font-size: 22px;\">Reptes del sector logistic<\/span><\/span><\/strong><\/p>\n<p><strong>Cinc reptes importants<\/strong> configuren el futur del transport de mercaderies i la log\u00edstica ferrovi\u00e0ria:<\/p>\n<ul>\n<li>Pressi\u00f3 per la <strong>sostenibilitat<\/strong> i la <strong>descarbonitzaci\u00f3.<\/strong><\/li>\n<li><strong>Resili\u00e8ncia<\/strong> davant les <strong>crisis globals i geopol\u00edtiques<\/strong>.<\/li>\n<li><strong>Congesti\u00f3 urbana<\/strong> i <strong>regulaci\u00f3 de l&#8217;\u00faltima milla<\/strong>.<\/li>\n<li><strong>Interoperabilitat<\/strong> de la digitalitzaci\u00f3 i vulnerabilitats de la <strong>ciberseguretat<\/strong>.<\/li>\n<li><strong>Preparaci\u00f3 organitzativa<\/strong> i <strong>transformaci\u00f3 tecnol\u00f2gica<\/strong>.<\/li>\n<\/ul>\n<p>Aquests reptes estan estretament interconnectats i requereixen respostes coordinades.<\/p>\n<h2><strong style=\"color: #333333; font-size: 26px;\">On la IA pot aportar valor tangible\u00a0<\/strong><\/h2>\n<p>La IA ja est\u00e0 demostrant beneficis mesurables en les operacions de transport i distribuci\u00f3, on pot aportar <strong>millores en efici\u00e8ncia, cost i sostenibilitat<\/strong>. Per a Mosaic Factor, aix\u00f2 inclou projectes d&#8217;automatitzaci\u00f3 per a la c\u00e0rrega i desc\u00e0rrega de contenidors als ports.<\/p>\n<p>Malgrat el seu potencial, hi ha <strong>barreres dificulten l&#8217;adopci\u00f3 de la IA<\/strong>. Aquests reptes inclouen:<\/p>\n<ul>\n<li>Manca d&#8217;una estrat\u00e8gia d&#8217;IA dins de les organitzacions,<\/li>\n<li>problemes de governan\u00e7a i fragmentaci\u00f3 de dades,<\/li>\n<li>manca de dades hist\u00f2riques de qualitat, dificultat per avaluar el retorn de la inversi\u00f3 de les iniciatives d&#8217;IA,<\/li>\n<li>i un entorn regulador complex i inconsistent. Abordar aquestes barreres requereix una alineaci\u00f3 estrat\u00e8gica m\u00e9s clara entre tecnologia, operacions i regulaci\u00f3.<\/li>\n<\/ul>\n<p>Els participants es van alinear en un model de tres nivells per al sector:<\/p>\n<ol>\n<li><strong>Digitalitzaci\u00f3<\/strong>: digitalitzaci\u00f3 b\u00e0sica i automatitzaci\u00f3, on el progr\u00e9s ja \u00e9s visible.<\/li>\n<li><strong>Compartici\u00f3 de dades<\/strong>: intercanvi segur de dades, que permet la visibilitat de la xarxa.<\/li>\n<li><strong>Visibilitat i hist\u00f2ries d&#8217;\u00e8xit<\/strong>: m\u00e9s xarxes que log\u00edstica i guanyar visibilitat de les hist\u00f2ries d&#8217;\u00e8xit.<\/li>\n<\/ol>\n<p>Avan\u00e7ar a trav\u00e9s d&#8217;aquests nivells \u00e9s essencial per desbloquejar tot el potencial de la IA en la log\u00edstica.<\/p>\n<h2><strong>Conclusions<\/strong><\/h2>\n<p><em>L&#8217;efici\u00e8ncia log\u00edstica dep\u00e8n de la <strong>combinaci\u00f3 efica\u00e7<\/strong> <strong>d&#8217;innovaci\u00f3<\/strong>, <strong>sostenibilitat<\/strong> i <strong>regulaci\u00f3<\/strong><\/em>. La pregunta clau per als operadors \u00e9s quin valor es crea compartint dades. La IA, quan es combina amb la multimodalitat i marcs de confian\u00e7a per compartir dades, pot millorar significativament l&#8217;efici\u00e8ncia, la sostenibilitat i la resili\u00e8ncia dels sistemes de transport ferroviari de mercaderies i log\u00edstica.<\/p>\n<p>Durant la taula rodona, Stefano va destacar tres projectes als quals Mosaic Factor va contribuir:<\/p>\n<ol>\n<li class=\"p1\"><a href=\"https:\/\/www.mosaicfactor.com\/ca\/projects\/pioneers\/\"><span class=\"s1\">Pioneers<\/span>: Previsi\u00f3 del transport de contenidors <\/a>(Iniciativa de Ports Verds de la UE)<\/li>\n<li class=\"p1\"><a href=\"https:\/\/www.mosaicfactor.com\/ca\/projects\/port-danvers-bruges\/\">Port of Antwerp-Bruges: Predictor del flux de c\u00e0rrega<\/a><\/li>\n<li class=\"p1\"><a href=\"https:\/\/www.mosaicfactor.com\/ca\/projects\/disruptive\/\">Disruptive: Detecci\u00f3 i classificaci\u00f3 de les interrupcions de la xarxa log\u00edstica<\/a><\/li>\n<\/ol>\n<p>Junts, aquests projectes mostren l&#8217;impacte pr\u00e0ctic de la IA i la col\u00b7laboraci\u00f3 de dades en operacions log\u00edstiques reals, fonamentant la taula rodona de la CIDAI en solucions tangibles.<\/p>\n<p><iframe loading=\"lazy\" title=\"Whitepaper presentation AI logistics\" width=\"1080\" height=\"608\" src=\"https:\/\/www.youtube.com\/embed\/T079ax08wVw?feature=oembed\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>Feu <a href=\"https:\/\/cidai.eu\/llibres-blancs\/llibre-blanc-sobre-la-intelligencia-artificial-aplicada-al-sector-de-la-logistica-a-catalunya\/\" target=\"_blank\" rel=\"noopener\">clic aqu\u00ed per consultar el llibre blanc del CIDAI<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>La IA est\u00e0 transformant la log\u00edstica a trav\u00e9s del transport multimodal, l&#8217;optimitzaci\u00f3 del transport ferroviari de mercaderies i l&#8217;intercanvi de dades fiable.<\/p>\n","protected":false},"author":2,"featured_media":5917,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"categories":[217,216,198,185,192],"tags":[],"class_list":["post-5948","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digital-twins-ca","category-events-ca","category-llms-ca","category-logistica","category-models-predictius"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Mosaic Factor | IA en log\u00edstica<\/title>\n<meta name=\"description\" content=\"La IA est\u00e0 transformant la log\u00edstica amb el transport multimodal, l&#039;optimitzaci\u00f3 del transport ferroviari i l&#039;intercanvi de dades fiable.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mosaicfactor.com\/ca\/el-paper-de-la-ia-en-la-logistica-multimodal-i-el-transport-ferroviari-sostenible\/\" \/>\n<meta property=\"og:locale\" content=\"ca_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Mosaic Factor | IA en log\u00edstica\" \/>\n<meta property=\"og:description\" content=\"La IA est\u00e0 transformant la log\u00edstica a trav\u00e9s del transport multimodal, l&#039;optimitzaci\u00f3 del transport ferroviari de mercaderies i l&#039;intercanvi de dades fiable. 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