{"id":35504,"date":"2022-08-10T09:54:27","date_gmt":"2022-08-10T09:54:27","guid":{"rendered":"https:\/\/knowhow.distrelec.com\/?p=35504"},"modified":"2022-12-15T11:36:55","modified_gmt":"2022-12-15T11:36:55","slug":"lander-som-investerar-mest-i-prediktivt-underhall","status":"publish","type":"post","link":"https:\/\/knowhow.distrelec.com\/sv\/underhall-reparation-och-drift\/lander-som-investerar-mest-i-prediktivt-underhall\/","title":{"rendered":"L\u00e4nder som investerar mest i prediktivt underh\u00e5ll"},"content":{"rendered":"\n

Underh\u00e5ll: ett ord som fyller all verksamhet som har fysiska tillg\u00e5ngar med ett visst m\u00e5tt av fruktan. Det \u00e4r vanligtvis synonymt med bortkastad tid och ekonomisk f\u00f6rlust, men tack vare det industriella internet of things (IIOT) och utvecklingen inom AI beh\u00f6ver det inte l\u00e4ngre vara det. <\/p>\n\n\n\n

Prediktivt underh\u00e5ll \u00f6vervakar kontinuerligt utrustning och hur den fungerar i den dagliga driften med hj\u00e4lp av AI-drivna monitorer. Dessa utf\u00f6r kontroller som vibrationsanalys, IR-analys och akustisk ljudanalys. IoT-sensorerna observerar eventuella avvikelser fr\u00e5n vad de anser vara ”normal” funktionalitet och skickar realtidsvarningar till maskin\u00e4gare f\u00f6r att varna f\u00f6r eventuella framtida fel. <\/p>\n\n\n\n

En rapport<\/a> fr\u00e5n 2021 fr\u00e5n IoT Analytics uppskattade att marknaden f\u00f6r prediktivt underh\u00e5ll p\u00e5 6,9 miljarder dollar kommer att n\u00e5 28,2 miljarder dollar 2026. Elfa Distrelec har analyserat var n\u00e5gra av de fr\u00e4msta f\u00f6retagen f\u00f6r prediktivt underh\u00e5ll finns i v\u00e4rlden, och hur mycket st\u00f6d de f\u00e5r fr\u00e5n investerare.<\/p>\n\n\n

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Drygt en fj\u00e4rdedel av f\u00f6retagen som analyserades \u00e5terfanns i Kanada och USA, varav 23% var baserade i USA. De visade sig ocks\u00e5 f\u00e5 n\u00e5gra av de st\u00f6rsta investeringarna, med total finansiering f\u00f6r USA-baserade f\u00f6retag p\u00e5 389,64 miljoner USD f\u00f6rdelat p\u00e5 26 f\u00f6retag och 24,27 miljoner USD f\u00f6r de 4 kanadensiska f\u00f6retagen. Samtidigt \u00e5terfanns 42% av f\u00f6retagen i olika delar av Europa, med l\u00e4nder som Frankrike, Storbritannien och Belgien som fick betydande investeringar, och Schweiz fick en betydande investering p\u00e5 200 miljoner USD fr\u00e5n endast ett f\u00f6retag, Clover Group. <\/p>\n\n\n\n

Kartan visar ocks\u00e5 betydande anv\u00e4ndning i Asien, s\u00e4rskilt i Kina, Indien och Sydkorea. Analyser visade 5 f\u00f6retag i Kina, 9 indiska f\u00f6retag och 4 sydkoreanska f\u00f6retag, vilket visar potentialen f\u00f6r marknadstillv\u00e4xt under de kommande \u00e5ren. <\/p>\n\n\n\n

Samtidigt visade analysen att f\u00f6retag f\u00f6r prediktivt underh\u00e5ll \u00e4r i sin linda i Australien och Sydamerika. <\/p>\n\n\n

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Kalifornien-baserade C3.ai har topplaceringen n\u00e4r det kommer till totala investeringar, vilket ger 356,14 miljoner dollar. F\u00f6retaget arbetar inom en m\u00e4ngd olika sektorer, fr\u00e5n olja och gas till sjukv\u00e5rd, inklusive samarbete med Shell. C3.ai<\/a> tror att de har v\u00e4rldens st\u00f6rsta prdiktiva underh\u00e5llsinstallationer, med 10 000 utrustningar inom den globala tillg\u00e5ngsbasen. De arbetade i samarbete med C3.ai, Microsoft och Baker Hughes f\u00f6r att skapa ekosystemet, Open AI Energy Initiative, som g\u00f6r Shells l\u00f6sningar f\u00f6r prediktivt underh\u00e5ll kommersiellt tillg\u00e4ngliga f\u00f6r alla energibolag.<\/p>\n\n\n\n

Det n\u00e4st st\u00f6rsta amerikanska f\u00f6retaget n\u00e4r det g\u00e4ller tillg\u00e4nglig investeringsdata \u00e4r Enertiv, ett New York-baserat f\u00f6retag som i f\u00f6rsta hand effektiviserar fastighetsportf\u00f6ljer med hj\u00e4lp av tillg\u00e5ngsm\u00e4rkning.  <\/p>\n\n\n

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Nanolike, a company focused on electronic tests, measurement, and monitoring and based in Labege, was found to receive $2.39 million of funding. The company provides monitoring and predictive maintenance for industrial assets such as IBC, silos, and tanks without coming into contact with internal content. <\/p>\n\n\n\n

Lille-based Diagrams Technologies received $2.31 million in funding and champions their predictive maintenance solutions over previous preventive maintenance strategies that focused on theoretical lifecycles. Similar to Nanolike, Diagrams Technologies are experts in industrial data. <\/p>\n\n\n

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Warwick Analytics, i London, fick 3,96 miljoner dollar i finansiering f\u00f6r sina l\u00f6sningar f\u00f6r aff\u00e4rsintelligens, analys och prestationshantering. Av de analyserade data placerade detta dem som det Storbritannien-baserade f\u00f6retaget med den st\u00f6rsta investeringen n\u00e4r det g\u00e4ller prediktiva underh\u00e5llsl\u00f6sningar. <\/p>\n\n\n\n

Dessutom fick Conundrum, ett Cambridge-baserat f\u00f6retag, 1,5 miljoner dollar i finansiering f\u00f6r sina l\u00f6sningar med fokus p\u00e5 industriell AI f\u00f6r metaller och gruvdrift. Deras optimeringsl\u00f6sningar har minskat kavitationen av hydrocykloner med 40% och minskat magnetitf\u00f6rbrukningen med 20%. <\/p>\n\n\n

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Tyskland hade totalt 8 f\u00f6retag som arbetade med prediktivt underh\u00e5ll i 7 olika st\u00e4der. ai.Omatic Solutions \u00e4r en Hamburg-baserad organisation som fokuserar p\u00e5 intern programvara och tj\u00e4nster och fick 0,8 miljoner USD i finansiering. Deras l\u00f6sningar \u00e4r molnbaserade och fokuserar p\u00e5 industrisektorn och kombinerar f\u00f6rdelarna med statistisk data med neurala n\u00e4tverk. <\/p>\n\n\n\n

Dortmund-baserade Mindtainr \u00e4r \u00e4ven de i industrisektorn och fokuserar p\u00e5 f\u00f6rs\u00f6rjningskedjan och logistikmjukvara genom sitt erbjudande av industriell testhantering och mjukvara f\u00f6r efterlevnad. De samlade in ett hemligt investeringsbelopp via startfinansiering fr\u00e5n Starbuzz. <\/p>\n\n\n

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Dessa data visar att det finns 5 f\u00f6retag i Kina som arbetar med prediktivt underh\u00e5ll, varav ett, Yutian Technology, fick 9,96 miljoner USD genom finansiering fr\u00e5n serie A 2009. De \u00e4r baserade i Hangzhou, Zhejiang, och utvecklar tillverknings-, lager- och industriell programvara. <\/p>\n\n\n\n

Die Teng Technology, baserat i Shanghai, \u00e4r en utvecklare av intelligenta underh\u00e5llssystem f\u00f6r HVAC som tillhandah\u00e5ller prediktivt underh\u00e5ll av nyckelutrustning. Finansieringsbelopp \u00e4r inte avsl\u00f6jade, men de fick initial \u00e4ngelfinansiering fr\u00e5n K2VC och ytterligare s\u00e5ddfinansiering fr\u00e5n Mount Morning Capital. <\/p>\n\n\n

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Av 9 indiska f\u00f6retag var en tredjedel av dessa baserade i Bengaluru, varav tv\u00e5 fick betydande finansiering samt ett annat med hemlig finansiering. Det f\u00f6rsta f\u00f6retaget, Neewee, fick 4 miljoner dollar i investeringar genom serie A-finansiering 2019 och fokuserar p\u00e5 AI-drivna l\u00f6sningar f\u00f6r tillverkningssektorn. <\/p>\n\n\n\n

P\u00e5 samma s\u00e4tt anv\u00e4nder SwitchOn AI-teknik och digitala tvillingar f\u00f6r att effektivisera och f\u00f6rb\u00e4ttra tillverkningssektorn. De fick startfinansiering p\u00e5 1,03 miljoner USD 2017 och erbjuder en 60% minskning av kvalitetskostnaden genom sina prediktiva underh\u00e5llstj\u00e4nster. <\/p>\n\n\n\n

Metodik <\/strong><\/p>\n\n\n\n

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Topp-IOT-f\u00f6retag h\u00e4mtades fr\u00e5n IoTONE500 och finansieringsdata h\u00e4mtade fr\u00e5n CB Insights. <\/p>\n","protected":false},"excerpt":{"rendered":"Underh\u00e5ll: ett ord som fyller all verksamhet som har fysiska tillg\u00e5ngar med ett visst m\u00e5tt av fruktan. 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