{"id":81327,"date":"2023-05-30T03:01:51","date_gmt":"2023-05-30T01:01:51","guid":{"rendered":"https:\/\/blog.bluebeam.com\/se\/?p=81327"},"modified":"2023-09-25T10:19:18","modified_gmt":"2023-09-25T08:19:18","slug":"we-are-the-robots-construction-ai-and-machine-learning","status":"publish","type":"post","link":"https:\/\/blog.bluebeam.com\/se\/we-are-the-robots-construction-ai-and-machine-learning\/","title":{"rendered":"We Are the Robots: byggbranschen, AI och maskininl\u00e4rning"},"content":{"rendered":"\n

Vilka branscher har anammat digital transformation?<\/strong><\/h3>\n\n\n\n

Den avancerade industrins utveckling har lett fram till m\u00f6jligheten att maskinerna kan ta \u00f6ver fler okvalificerade arbeten, f\u00f6rb\u00e4ttra produktiviteten, h\u00f6ja s\u00e4kerheten och generellt g\u00f6ra v\u00e5ra liv enklare.<\/p>\n\n\n\n

Under de senaste \u00e5rtiondena har automatiseringen omvandlat en rad sektorer, till exempel fordonsindustrin<\/a> och andra tillverkningsbranscher som plastbearbetning<\/a>.<\/p>\n\n\n\n

Vissa uppgifter har blivit starkt effektiviserade genom automatisering, vilket ofr\u00e5nkomligen har p\u00e5verkat arbetsmarknaden. Enligt vissa unders\u00f6kningar har n\u00e4stan tv\u00e5 miljoner jobb<\/a> f\u00f6rsvunnit inom brittisk tillverkning sedan \u00e5r 2000 p\u00e5 grund av robotteknik.<\/p>\n\n\n\n

Vad \u00e4r AI och maskininl\u00e4rning?<\/strong><\/h3>\n\n\n\n

Robotar \u00e4r en sak, men p\u00e5 senare \u00e5r har \u00e4ven andra former av intuitiv teknologi tagit sig in i arbetslivet, s\u00e4rskilt artificiell intelligens (AI) och maskininl\u00e4rning.<\/p>\n\n\n\n

M\u00e5nga \u00e4r bekanta med b\u00e5da koncepten. AI simulerar den m\u00e4nskliga intelligensens processer i maskiner<\/a>, s\u00e4rskilt datorsystem, och fokuserar i vissa fall p\u00e5 tre kognitiva f\u00e4rdigheter: inl\u00e4rning, resonemang och sj\u00e4lvkorrigering.<\/p>\n\n\n\n

Maskininl\u00e4rning fungerar p\u00e5 tv\u00e5 olika s\u00e4tt<\/a>: \u00f6vervakad inl\u00e4rning, d\u00e4r en maskin tr\u00e4nas genom att anv\u00e4nda befintliga eller k\u00e4nda in- och utdata s\u00e5 att den kan f\u00f6ruts\u00e4ga framtida utdata; och o\u00f6vervakad inl\u00e4rning, d\u00e4r en maskin s\u00f6ker efter m\u00f6nster eller strukturer som finns dolda i data och sedan anv\u00e4nder dessa f\u00f6r att dra slutsatser och vidta \u00e5tg\u00e4rder.<\/p>\n\n\n\n

Teknologier som AI i byggbranschen \u00e4r ett relativt nytt tillskott till f\u00f6retagens arsenal. Det \u00e4r ett v\u00e4lk\u00e4nt faktum att branschen g\u00e4rna vill hitta s\u00e4tt att f\u00f6rb\u00e4ttra produktiviteten och uppn\u00e5 st\u00f6rre effektivitet genom att anv\u00e4nda nya tekniker och processer.<\/p>\n\n\n\n

F\u00f6rdelar med AI och maskininl\u00e4rning i byggbranschen<\/strong><\/h3>\n\n\n\n

Effektiviserad projektleverans<\/strong><\/h4>\n\n\n\n

Ett ekonomiskt incitament f\u00f6ljer av att storskaliga projekt \u00e4r s\u00e4rskilt s\u00e5rbara f\u00f6r risken f\u00f6r sen leverans. Enligt konsultf\u00f6retaget McKinsey<\/a> drabbas 98% av alla megaprojekt av kostnads\u00f6verskridanden p\u00e5 mer \u00e4n 30%, och fler \u00e4n tre fj\u00e4rdedelar (77%) levereras minst 40% sent.<\/p>\n\n\n\n

Informationens roll blir allt viktigare f\u00f6r byggbranschen, eftersom den syftar till att l\u00f6sa s\u00e5dana problem. Det h\u00e4r medf\u00f6r dock s\u00e4rskilda utmaningar. I alla projekt, men i synnerhet de stora, arbetar entrepren\u00f6rerna med enorma m\u00e4ngder data varje dag om allt fr\u00e5n design\u00e4ndringar till materialtillg\u00e5ng, arbetskraftbrist och leveransproblem.<\/p>\n\n\n\n

AI och maskininl\u00e4rning<\/a> i byggbranschen ger entrepren\u00f6rer och andra intressenter m\u00f6jlighet att med viss s\u00e4kerhet f\u00f6ruts\u00e4ga vad som beh\u00f6ver \u00e5tg\u00e4rdas och hur br\u00e5dskande det \u00e4r.<\/p>\n\n\n\n

F\u00f6rb\u00e4ttrad s\u00e4kerhet f\u00f6r personalen<\/strong><\/h4>\n\n\n\n

S\u00e5dan teknologi kan ocks\u00e5 hj\u00e4lpa dem som ansvarar f\u00f6r att se till att en byggarbetsplats h\u00e5lls s\u00e4ker f\u00f6r alla som jobbar d\u00e4r<\/a>. AI hj\u00e4lper entrepren\u00f6rer genom att bed\u00f6ma risker och hj\u00e4lpa till att motverka dem, antingen genom utbildning eller genom att identifiera var en viss risk kan finnas.<\/p>\n\n\n\n

Att anv\u00e4nda AI och maskininl\u00e4rning f\u00f6r riskhantering l\u00e5ter som en sj\u00e4lvklarhet. I Storbritannien, d\u00e4r regeringen satsar stort p\u00e5 att bli en \u201dteknologisk supermakt\u201d till 2030<\/a>, finns det ett stort intresse f\u00f6r att ta vara p\u00e5 de m\u00f6jligheter som v\u00e4ntar f\u00f6r branscher som byggbranschen.<\/p>\n\n\n\n

Framtiden f\u00f6r AI och maskininl\u00e4rning i byggbranschen<\/strong><\/h3>\n\n\n\n

Enligt en granskning av professor Dame Wendy Hall och J\u00e9r\u00f4me Pesenti, Growing The Artificial Intelligence Industry In The UK<\/em>, kan AI bidra med 630 miljarder pund (drygt 8 biljoner kronor) till den brittiska ekonomin till 2035.<\/p>\n\n\n\n

Med tanke p\u00e5 hur beroende AI och maskininl\u00e4rning \u00e4r av data m\u00e5ste tillg\u00e4ngligheten \u00f6ka, skriver man i granskningen<\/a>. Med det i \u00e5tanke uppmanar rapporten till att skapa datastiftelser \u201df\u00f6r att f\u00f6rb\u00e4ttra f\u00f6rtroendet och underl\u00e4tta delningen av data\u201d.<\/p>\n\n\n\n

Bortsett fr\u00e5n fr\u00e5gor om dataskydd, och trots att det kommer att betyda s\u00e5 mycket f\u00f6r sektorn, kommer inf\u00f6randet av AI och maskininl\u00e4rning i byggbranschen inte att vara utan utmaningar.<\/p>\n\n\n\n

Utmaningar f\u00f6r inf\u00f6randet \u2013 och mer d\u00e4rtill<\/strong><\/h3>\n\n\n\n

Som Sloan School of Management p\u00e5 MIT p\u00e5pekar: \u201dMaskiner tr\u00e4nas av m\u00e4nniskor, och m\u00e4nskliga f\u00f6rdomar kan byggas in algoritmerna \u2013 om f\u00f6rdomsfull information, eller data som speglar befintliga oj\u00e4mlikheter, matas in i ett maskininl\u00e4rningsprogram kommer programmet att l\u00e4ra sig att upprepa det och uppr\u00e4tth\u00e5lla olika former av diskriminering.\u201d<\/p>\n\n\n\n

MIT belyser fr\u00e5gan om algoritmer som inf\u00f6rlivar st\u00f6tande inneh\u00e5ll, till exempel rasistiska tweets och annat inneh\u00e5ll i sociala medier. Det kan effektivt sammanfattas som: \u201dSkr\u00e4p in, skr\u00e4p ut\u201d.<\/p>\n\n\n\n

I unders\u00f6kningen <\/em>Opportunities and Adoption Challenges of AI in the Construction Industry: A PRISMA Review,<\/em><\/a> som publicerades f\u00f6rra \u00e5ret, belystes fr\u00e5gan f\u00f6r byggbranschen.<\/p>\n\n\n\n

\u201dByggbranschen b\u00f6r utnyttja AI i hela projektlivscykeln, eftersom det f\u00f6r med sig avsev\u00e4rda f\u00f6rdelar\u201d, s\u00e4ger man i granskningen. \u201dDen moderna byggbranschens komplexitet genom f\u00f6rstudie-, upphandlings- och f\u00f6rvaltningsstadierna \u00e4r numera den fr\u00e4msta drivkraften bakom intresset f\u00f6r digital teknologi.\u201d<\/p>\n\n\n\n

\u201dAI-till\u00e4mpningarna f\u00f6r branschen ligger dock fortfarande i startgroparna, och det kvarst\u00e5r betydande luckor i forskningen innan digitala uppfinningar kan bli verklighet p\u00e5 byggarbetsplatsen. Byggbranschen m\u00e5ste \u00f6verbrygga den h\u00e4r klyftan genom att titta p\u00e5 hur AI till\u00e4mpas i andra branscher.\u201d<\/p>\n\n\n\n

Man h\u00e4vdar vidare i granskningen att AI-landskapet i byggbranschen hela tiden f\u00f6r\u00e4ndras, och att m\u00f6jligheterna troligen kommer att uppv\u00e4ga utmaningarna p\u00e5 l\u00e5ng sikt, n\u00e4r AI-teknologierna mognar.<\/p>\n\n\n\n

\u201dEftersom AI kr\u00e4ver avsev\u00e4rda m\u00e4ngder data f\u00f6r att tr\u00e4na algoritmerna, kommer f\u00f6rdelarna sannolikt att gynna fr\u00e4mst de stora f\u00f6retagen p\u00e5 kort sikt. De h\u00e4r f\u00f6rdelarna kommer dock att sprida sig till sm\u00e5 och medelstora f\u00f6retag inom kort, n\u00e4r de uppt\u00e4cker vilka kostnads- och tidsm\u00e4ssiga f\u00f6rb\u00e4ttringar det medf\u00f6r.\u201d<\/p>\n\n\n\n

Moderna byggmetoder blir i allt st\u00f6rre utstr\u00e4ckning en del av byggbranschens erbjudande \u2013 t\u00e4nk modul\u00e4ra tekniker \u2013 s\u00e5 det \u00e4r inte s\u00e5 l\u00e5ngs\u00f6kt att t\u00e4nka sig att mer avancerade teknologier kan bli standard i branschen inom en inte alltf\u00f6r avl\u00e4gsen framtid.<\/p>\n\n\n\n

Ut\u00f6vare och lagstiftare m\u00e5ste dock vara medvetna om behovet av att erbjuda s\u00e5dan praktisk hj\u00e4lp p\u00e5 ett pragmatiskt och effektivt s\u00e4tt.<\/p>\n\n\n\n

Vilka \u00e4r n\u00e4sta generations f\u00e4rdigheter i byggbranschen?<\/h2>
<\/div><\/div>
L\u00e4s mer h\u00e4r<\/a><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

I byggbranschen s\u00f6ker man st\u00e4ndigt efter nya f\u00f6rb\u00e4ttringar, oavsett om det handlar om produktivitet, effektivitet, s\u00e4kerhet eller l\u00f6nsamhet. Skulle en \u00f6kad anv\u00e4ndning av artificiell intelligens och maskininl\u00e4rning kunna vara ett bra s\u00e4tt att uppn\u00e5 den h\u00e4r \u00f6kade effektiviteten?<\/p>\n","protected":false},"author":634,"featured_media":81328,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[145],"tags":[16738,16960,16959,16716],"class_list":["post-81327","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-innovation","tag-automatisering","tag-infora-ny-teknologi","tag-robotar","tag-technology","category-145","description-off"],"yoast_head":"\nInf\u00f6ra AI och maskininl\u00e4rning i byggbranschen<\/title>\n<meta name=\"description\" content=\"AI och maskininl\u00e4rning i byggbranschen bidrar till st\u00f6rre produktivitet, effektivitet, s\u00e4kerhet och l\u00f6nsamhet. 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