{"id":68469,"date":"2024-02-20T09:04:30","date_gmt":"2024-02-20T09:04:30","guid":{"rendered":"https:\/\/knowhow.distrelec.com\/okategoriserad\/utforska-tekniken-bakom-den-vaxande-robotvagen\/"},"modified":"2024-02-20T15:46:59","modified_gmt":"2024-02-20T15:46:59","slug":"utforska-tekniken-bakom-den-vaxande-robotvagen","status":"publish","type":"post","link":"https:\/\/knowhow.distrelec.com\/sv\/tillverkning\/utforska-tekniken-bakom-den-vaxande-robotvagen\/","title":{"rendered":"Utforska tekniken bakom den v\u00e4xande robotv\u00e5gen"},"content":{"rendered":"\n<p><em>Oavsett om du tror att vi \u00e4r redo eller inte \u00e4r robotrevolutionen p\u00e5 v\u00e4g. Dessa smarta, sj\u00e4lvl\u00e4rande maskiner finns redan i v\u00e5ra hem och p\u00e5 v\u00e5ra kontor och gator.&nbsp;Men vilka \u00e4r n\u00e5gra av de tekniker som st\u00f6der denna \u00f6kning? Och vad kommer h\u00e4rn\u00e4st?<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<div class=\"cnvs-block-toc cnvs-block-toc-1624876677128\" >\n\t<\/div>\n\n\n\n<p>Om du t\u00e4nker p\u00e5 vilken bransch som helst \u00e4r det troligt att det finns n\u00e5gon form av robotteknik inblandad. Robotar inom lagerh\u00e5llning utf\u00f6r best\u00e4llningar medan dr\u00f6nare levererar paket. Robotarmar utf\u00f6r kirurgiska ingrepp medan robotm\u00e4rkningssystem betygs\u00e4tter uppsatser.<\/p>\n\n\n\n<p>Idag finns robotar \u00f6verallt. Vi har n\u00e5tt en punkt d\u00e4r vissa robotsystem, t.ex. bankomater och sj\u00e4lvbetj\u00e4ningskassor, \u00e4r s\u00e5 vanliga att de knappast l\u00e4ngre betraktas som robotar.<\/p>\n\n\n\n<p>Faktum \u00e4r att vi har sett enorma framsteg inom omr\u00e5det under det senaste decenniet. D\u00e4rf\u00f6r \u00e4r det inte sv\u00e5rt att f\u00f6rest\u00e4lla sig en n\u00e4ra framtid d\u00e4r ytterligare framsteg f\u00f6r\u00e4ndrar samh\u00e4llet \u00e4nnu mer. Morgondagens v\u00e4rld ska automatiseras, digitaliseras och anslutas.<\/p>\n\n\n\n<p>Men vilka tekniker ligger till grund f\u00f6r denna revolution? Mekanik, intelligens och anslutningsf\u00f6rm\u00e5ga spelar alla en viktig roll i att forma v\u00e5r framtid. Vi tar en titt p\u00e5 hur dessa aspekter sammanf\u00f6rs f\u00f6r att skapa ett samh\u00e4lle fullt av robotar.<\/p>\n\n\n\n<h2 id=\"robotteknik\" class=\"wp-block-heading\">Robotteknik<\/h2>\n\n\n\n<p>\u00c5r 1961 presenterade General Motors&nbsp;<a href=\"https:\/\/www.robotics.org\/joseph-engelberger\/unimate.cfm\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Unimate<\/em><\/a>&nbsp;\u2013 v\u00e4rldens f\u00f6rsta industriella robot. Den v\u00e4gde 1 225 kg och anv\u00e4ndes f\u00f6r att automatisera formgjutningsprocessen.<\/p>\n\n\n\n<p>Sedan dess har robotar omvandlat industriella tillverkningsprocesser genom att g\u00f6ra m\u00e4nskliga uppgifter p\u00e5 ett mycket mer effektivt s\u00e4tt. Jobb som involverar tunga lyft och repetitiva r\u00f6relser utf\u00f6rs nu av maskiner.<\/p>\n\n\n\n<p>Och idag \u00e4r robotar \u00e4ven en stor del av den icke-industriella v\u00e4rlden. Konsumentrobotar, f\u00f6retagsrobotar, milit\u00e4ra robotar och <a href=\"https:\/\/knowhow.distrelec.com\/sv\/automation-sv\/autonoma-fordons-paverkan-pa-konsumentelektronik\/\" target=\"_blank\" rel=\"noreferrer noopener\">autonoma fordon<\/a> g\u00f6r alla stora framsteg n\u00e4r det g\u00e4ller att omvandla sina respektive sektorer.<\/p>\n\n\n\n<h3 id=\"teknik-bakom-kulisserna\" class=\"wp-block-heading\">Teknik bakom kulisserna<\/h3>\n\n\n\n<p>Nyckeln till denna utveckling har varit framstegen inom <a href=\"https:\/\/knowhow.distrelec.com\/automation\/sensing-technologies-in-robotics\/\" target=\"_blank\" rel=\"noreferrer noopener\">sensorteknik<\/a>. Sensorer med kort r\u00e4ckvidd och kameror med grundl\u00e4ggande uppl\u00f6sning har gett vika f\u00f6r mindre och kraftfullare verktyg. Robotar kan med moderna r\u00f6relse- och visionssystem uppn\u00e5 h\u00f6gre niv\u00e5er av autonomi n\u00e4r de utf\u00f6r uppgifter med snabbare hastighet och b\u00e4ttre noggrannhet.<\/p>\n\n\n\n<p>En del av de robottekniker som anv\u00e4nds idag inkluderar:<\/p>\n\n\n\n<h4 id=\"robotvision\" class=\"wp-block-heading\"><em>Robotvision<\/em><\/h4>\n\n\n\n<p><em><strong><a href=\"https:\/\/knowhow.distrelec.com\/sv\/internet-of-things-iot\/de-fem-mest-populara-trenderna-inom-lidar-teknik-just-nu\/\" target=\"_blank\" rel=\"noreferrer noopener\">LIDAR-system (light detection and ranging)<\/a>:<\/strong>&nbsp;<\/em>Ljuset studsar mot n\u00e4rliggande ytor f\u00f6r att skapa en 3D-karta \u00f6ver milj\u00f6n.<\/p>\n\n\n\n<p><em><strong>2D-vision:<\/strong>&nbsp;<\/em>Platt, kalibrerad vision som g\u00f6r att roboten kan m\u00e4ta l\u00e4ngd och bredd, men inte h\u00f6jd.<\/p>\n\n\n\n<p><em><strong>3D-vision:<\/strong>&nbsp;<\/em>Vanligtvis tv\u00e5 eller flera kameror som ger information om X-, Y- och Z-axlarna f\u00f6r b\u00e4ttre geometriska detaljer.<\/p>\n\n\n\n<h4 id=\"robotljud\" class=\"wp-block-heading\"><em>Robotljud<\/em><\/h4>\n\n\n\n<p><strong><em>Mikrofon:&nbsp;<\/em><\/strong>En analog-till-digital konverteringsenhet kombinerad med digital signalbehandling kan anv\u00e4ndas f\u00f6r att k\u00e4nna av det k\u00e4nslom\u00e4ssiga tillst\u00e5ndet i en m\u00e4nniskas r\u00f6st.<\/p>\n\n\n\n<h4 id=\"robotberoring\" class=\"wp-block-heading\"><em>Robotber\u00f6ring<\/em><\/h4>\n\n\n\n<p><strong><em><a href=\"https:\/\/www.elfa.se\/sv\/sensors\/capacitive-sensors\/c\/cat-DNAV_PL_1302?queryFromSuggest=true\" target=\"_blank\" rel=\"noreferrer noopener\">Kapacitiva sensorer<\/a>:\u00a0<\/em><\/strong>Kapacitiva sensorer, som redan anv\u00e4nds i peksk\u00e4rmar, hj\u00e4lper robotar k\u00e4nna av olika ytor.<\/p>\n\n\n\n<h4 id=\"robotuppfattning\" class=\"wp-block-heading\"><em>Robotuppfattning<\/em><\/h4>\n\n\n\n<p><strong><em><a href=\"https:\/\/www.distrelec.biz\/en\/semiconductors\/integrated-circuits-ics\/sensor-ic\/proximity-sensors\/c\/cat-DNAV_PL_01030815?queryFromSuggest=true\" target=\"_blank\" rel=\"noreferrer noopener\">N\u00e4rhetssensorer<\/a>:&nbsp;<\/em><\/strong>Kan baseras p\u00e5 kapacitiv, induktiv, optisk, ekolods-, ultraljud och fiberoptisk teknik.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-embed-handler wp-block-embed-embed-handler wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"What&#039;s new, Atlas?\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/fRj34o4hN4I?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<h3 id=\"robot-i-rorelse\" class=\"wp-block-heading\">Robot i r\u00f6relse<\/h3>\n\n\n\n<p>Robotar finns i m\u00e5nga former, men den mest popul\u00e4ra i fiktion \u00e4r humanoiden som \u00e4r utformad f\u00f6r att likna m\u00e4nniskokroppen. Men trots den imponerande utvecklingen fr\u00e5n ingenj\u00f6rsf\u00f6retag som Boston Dynamics \u00e4r vi fortfarande m\u00e5nga \u00e5r fr\u00e5n smidiga m\u00e4nskliga r\u00f6relser.<\/p>\n\n\n\n<p>Med detta sagt har vi kommit l\u00e5ngt sedan de mekanismer som inspirerade &#8221;robotdansen&#8221;. Nedan f\u00f6ljer n\u00e5gra exempel p\u00e5 sp\u00e4nnande utvecklingar inom naturlig robotr\u00f6relse.<\/p>\n\n\n\n<h4 id=\"insektsrorelse\" class=\"wp-block-heading\"><em>Insektsr\u00f6relse<\/em><\/h4>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-embed-handler wp-block-embed-embed-handler wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Six-legged robots get closer to nature - Tokyo Tech Research\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/k8fVGT_P5TI?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<p>Forskare p\u00e5&nbsp;<a href=\"https:\/\/www.titech.ac.jp\/english\/news\/2018\/040579.html\" target=\"_blank\" rel=\"noreferrer noopener\">Tokyo Institute of Technology<\/a>&nbsp;har uppt\u00e4ckt nya s\u00e4tt att kontrollera robotar med flera ben. De f\u00f6resl\u00e5r att genom att anv\u00e4nda en styrenhet med tv\u00e5 niv\u00e5er kan ett n\u00e4tverk av icke-linj\u00e4ra oscillatorer anv\u00e4ndas f\u00f6r att man\u00f6vrera olika g\u00e5ngarter och st\u00e4llningar. Enkelt uttryckt: de har skapat robotar som r\u00f6r sig som insekter.<\/p>\n\n\n\n<p>De visar denna f\u00f6rm\u00e5ga att generera naturliga g\u00e5ngm\u00f6nster genom att anv\u00e4nda en sexbent myrliknande robot. Forskarna uppt\u00e4ckte att roboten kunde utf\u00f6ra g\u00e5ngarter som den inte uttryckligen hade designats f\u00f6r, men som ofta ses hos insekter i den verkliga v\u00e4rlden. Till skillnad fr\u00e5n de flesta utvecklingar som syftar till att replikera biologi har dessa forskare lyckats omv\u00e4nda naturliga r\u00f6relser.<\/p>\n\n\n\n<h4 id=\"spindelrorelse\" class=\"wp-block-heading\"><em>Spindelr\u00f6relse<\/em><\/h4>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-embed-handler wp-block-embed-embed-handler wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Tabacha and Tabbot\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/OHo32JrkDRk?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<p>Forskare har skapat en bionisk spindel som kan rulla och krypa \u2013 en tidig prototyp kan ses i videon ovan. Roboten kallas&nbsp;<a href=\"https:\/\/www.festo.com\/group\/en\/cms\/13129.htm\" target=\"_blank\" rel=\"noreferrer noopener\"><em>BionicWheelBot<\/em><\/a> och inspirerades av flic-flac-spindeln som \u00e4r k\u00e4nd f\u00f6r sin f\u00f6rm\u00e5ga att \u00e4ndra hur den r\u00f6r sig beroende p\u00e5 markf\u00f6rh\u00e5llandena. P\u00e5 oj\u00e4mn mark skulle spindeln g\u00e5 normalt p\u00e5 sina ben. Men d\u00e4remot p\u00e5 sl\u00e4t mark skulle spindeln sprida ut sina ben och f\u00f6rflytta sig genom att utf\u00f6ra kullerbyttor.<\/p>\n\n\n\n<p>Trots att den har \u00e5tta ben \u00e4r robotversionen betydligt mindre skr\u00e4mmande. F\u00f6r att g\u00e5 anv\u00e4nder den alla sina ben. F\u00f6r att rulla stoppar den in sex av sina ben och anv\u00e4nder 15 motorer och de \u00e5terst\u00e5ende tv\u00e5 benen f\u00f6r att hoppa fram\u00e5t.<\/p>\n\n\n\n<h2 id=\"artificiell-intelligens\" class=\"wp-block-heading\">Artificiell intelligens<\/h2>\n\n\n\n<p>\u00c4ven med grundl\u00e4ggande intelligens har robotar visat att de har kapacitet att bidra med enorma produktivitets- och effektivitetsvinster till samh\u00e4llet. Men morgondagens robotar kommer att vara smartare \u00e4n n\u00e5gonsin tidigare och potentialen f\u00f6r ytterligare vinster \u00e4r enorm. En stor del av detta beror p\u00e5 artificiell intelligens.<\/p>\n\n\n\n<p>I stort sett definieras AI som en maskins f\u00f6rm\u00e5ga att imitera intelligent m\u00e4nskligt beteende. Eller som Nils J Nilsson, en av grundarna till AI, uttryckte det:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>Artificiell intelligens \u00e4r den aktivitet som \u00e4gnas \u00e5t att g\u00f6ra maskiner intelligenta och intelligens \u00e4r den kvalitet som g\u00f6r det m\u00f6jligt f\u00f6r en enhet att fungera p\u00e5 l\u00e4mpligt s\u00e4tt och med f\u00f6rm\u00e5ga att f\u00f6rutse i milj\u00f6n.<\/em><\/p>\n<cite><em><a href=\"https:\/\/ai100.stanford.edu\/2016-report\/section-i-what-artificial-intelligence\/defining-ai\" target=\"_blank\" rel=\"noreferrer noopener\">Nils J Nilsson<\/a><\/em><\/cite><\/blockquote>\n\n\n\n<p>Data \u00e4r den viktigaste kunskapsk\u00e4llan f\u00f6r AI. Det \u00e4r br\u00e4nslet som g\u00f6r det m\u00f6jligt f\u00f6r AI att fatta korrekta och v\u00e4lgrundade beslut. Data modelleras ofta fr\u00e5n m\u00e5nga olika k\u00e4llor och tr\u00e4nas f\u00f6r att bygga upp AI:s kunskaper.<\/p>\n\n\n\n<p>Under AI-paraplyet skapas ett antal sp\u00e4nnande till\u00e4mpningar. Dessa kompletterande verktyg konvergerar med robotteknik och ger robotfunktioner som aldrig tidigare har funnits.<\/p>\n\n\n\n<p>Nedan f\u00f6ljer bara n\u00e5gra exempel.<\/p>\n\n\n\n<h3 id=\"ai-skannrar-som-kan-forutsaga-sjukdomar\" class=\"wp-block-heading\">AI-skannrar som kan f\u00f6ruts\u00e4ga sjukdomar<\/h3>\n\n\n\n<p>Forskare fr\u00e5n Alphabets h\u00e4lsoteknikf\u00f6retag, Verily, har skapat en AI-algoritm som kan f\u00f6ruts\u00e4ga hj\u00e4rtsjukdomar genom att&nbsp;<a href=\"https:\/\/www.nature.com\/articles\/s41551-018-0195-0.epdf?referrer_access_token=Z7573vZMsEMXDEyJeYOqmNRgN0jAjWel9jnR3ZoTv0OMsbBDq-7d5VZef-dAA8S42ksrZ1yBZ3WBQt5pZ416cy7NQGq1FbJJy0uOTxIoC3CU8nn8fmT-RTRVz8SQRPFLm0cYdoImE_dKVIAFZ7b8nkt2psCXq84UXbc6hD3LdmhhYeg_IXJ76pHskPiwglJrfb2pbHKNRbxLRTEINRQEArNZz-Zp76__1cHbFgJzp1Hxs44GWqePax0dzHwZP5vfre1-B9DNN6BpUbYVcj_HOXYTkuaesTv6-Pq7JbmY9PDZev3eASpJcllTntRMjYVT&amp;tracking_referrer=www.theverge.com\" target=\"_blank\" rel=\"noreferrer noopener\">titta in i en patients \u00f6ga<\/a>. Genom att analysera \u00f6gonskanningar anv\u00e4nder programvaran maskininl\u00e4rning f\u00f6r att h\u00e4rleda egenskaper som \u00e5lder och blodtryck. Dessa data anv\u00e4nds sedan f\u00f6r att f\u00f6ruts\u00e4ga risken f\u00f6r hj\u00e4rt- och k\u00e4rlsjukdomar.<\/p>\n\n\n\n<p>Algoritmen tr\u00e4nades med hj\u00e4lp av ett medicinskt dataset p\u00e5 n\u00e4stan 300 000 patienter, vilket inkluderade allm\u00e4nna medicinska data samt \u00f6gonunders\u00f6kningar. Neurala n\u00e4tverk anv\u00e4ndes sedan f\u00f6r att s\u00f6ka igenom denna information efter m\u00f6nster, med algoritmen som l\u00e4rde sig att associera \u00f6gondata med m\u00e4tv\u00e4rdena f\u00f6r hj\u00e4rtsjukdomar.<\/p>\n\n\n\n<h3 id=\"ai-som-kan-klona-roster\" class=\"wp-block-heading\">AI som kan klona r\u00f6ster<\/h3>\n\n\n\n<p>Baidu, ett kinesiskt multinationellt teknikf\u00f6retag som specialiserat sig p\u00e5 internetrelaterade tj\u00e4nster, gav ut ett <a href=\"https:\/\/arxiv.org\/pdf\/1802.06006.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">faktablad<\/a> \u00e5r 2018 som f\u00f6rklarade deras AI-utveckling: ett program som kan klona en r\u00f6st n\u00e5gra sekunder efter att ha lyssnat p\u00e5 den. Inte nog med att det kan efterlikna indata, det kan \u00e4ven \u00e4ndra r\u00f6sten f\u00f6r att \u00e5terspegla en annan accent eller k\u00f6n.<\/p>\n\n\n\n<p>Systemet anv\u00e4nder djupa neurala n\u00e4tverk f\u00f6r att tr\u00e4na modellen f\u00f6r att generera tal. Baidus utveckling markerar ett stort steg n\u00e4r det g\u00e4ller kloning av r\u00f6ster. Tidigare versioner av tekniken tog mycket l\u00e4ngre att tr\u00e4na modellen. <\/p>\n\n\n\n<h3 id=\"ai-som-kan-lyssna-pa-kanslor\" class=\"wp-block-heading\">AI som kan lyssna p\u00e5 k\u00e4nslor<\/h3>\n\n\n\n<p>Musikdataspecialister Gracenote har l\u00e4rt sina&nbsp;<a href=\"http:\/\/www.gracenote.com\/computing-musical-mood-at-gracenote\/\" target=\"_blank\" rel=\"noreferrer noopener\">datorer att identifiera k\u00e4nslor<\/a>&nbsp;i l\u00e5tar med hj\u00e4lp av maskininl\u00e4rning. Teamet b\u00f6rjade med att utveckla en taxonomi av st\u00e4mningar, atmosf\u00e4rer och k\u00e4nslom\u00e4ssiga egenskaper som vanligtvis f\u00f6rknippas med musik. De anv\u00e4nde sedan 40 000 l\u00e5tar som exempel f\u00f6r st\u00e4mningskategorierna och matade in detta i tr\u00e4ningsupps\u00e4ttningen. N\u00e4r systemet hade tr\u00e4nats p\u00e5 l\u00e5tarna till\u00e4mpade det sedan sina l\u00e4rdomar p\u00e5 miljontals sp\u00e5r.<\/p>\n\n\n\n<p>Denna klassificeringsteknik anv\u00e4nds nu av musikoperat\u00f6rer, inklusive Apple och Spotify.<\/p>\n\n\n\n<h2 id=\"sakernas-internet\" class=\"wp-block-heading\">Sakernas Internet<\/h2>\n\n\n\n<p>Anslutna enheter f\u00f6r\u00e4ndrar hur v\u00e5ra hem drivs, hur v\u00e5ra kontor fungerar och till och med hur v\u00e5ra st\u00e4der fungerar. Faktum \u00e4r att m\u00e5nga f\u00f6ruts\u00e5r att termen &#8221;Sakernas Internet&#8221; kommer att f\u00f6rsvinna eftersom alla morgondagens enheter kommer att byggas f\u00f6r att anslutas.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>Den globala IoT-marknadens storlek f\u00f6rv\u00e4ntas v\u00e4xa fr\u00e5n 300,3 miljarder USD \u00e5r 2021 till&nbsp;<strong>USD 650,5 miljarder \u00e5r 2026<\/strong><\/em>.<\/p>\n<cite><em>(Source:&nbsp;<\/em><a href=\"https:\/\/www.marketsandmarkets.com\/Market-Reports\/internet-of-things-market-573.html#:~:text=What%20is%20the%20IoT%20market,%25%20during%20the%20forecast%20period.%20.\" target=\"_blank\" rel=\"noreferrer noopener\"><em>MarketsandMarkets<\/em><\/a><em>)<\/em><\/cite><\/blockquote>\n\n\n\n<p>En viktig orsak till denna IoT-boom \u00e4r prisnedg\u00e5ngen f\u00f6r anslutningsteknik. Sensorer som kan samla in information som <a href=\"https:\/\/www.statista.com\/statistics\/736563\/global-average-sales-price-of-smart-sensors\/\" target=\"_blank\" rel=\"noreferrer noopener\">tryck<\/a>, vridmoment och <a href=\"https:\/\/www.elfa.se\/sv\/sensors\/pressure-sensors\/c\/cat-L3D_525492\" target=\"_blank\" rel=\"noreferrer noopener\">temperatur<\/a> blir<a href=\"https:\/\/www.statista.com\/statistics\/736563\/global-average-sales-price-of-smart-sensors\/\">allt billigare<\/a>. Och detta p\u00e5verkar ocks\u00e5 en expanderande robotmarknad.<\/p>\n\n\n\n<p>P\u00e5 samma s\u00e4tt minskar priserna f\u00f6r <a href=\"https:\/\/www.elfa.se\/sv\/search?q=LIDAR&amp;queryFromSuggest=true\" target=\"_blank\" rel=\"noreferrer noopener\">LiDAR-sensorer<\/a> och kan kosta s\u00e5 <a href=\"https:\/\/www.mdpi.com\/2079-9292\/12\/15\/3351\" target=\"_blank\" rel=\"noreferrer noopener\">lite som 100 USD<\/a>. Dessa var tidigare de dyraste komponenterna i sj\u00e4lvstyrande robotar. Men produktionskostnaderna sjunkit dramatiskt tack vare stora investeringar p\u00e5 den automatiserade bilmarknaden.<\/p>\n\n\n\n<p>Tillv\u00e4xt inom <a href=\"https:\/\/knowhow.distrelec.com\/sv\/it-digital-sv\/en-guide-till-kantbaserad-datacenter-distribution\/\" target=\"_blank\" rel=\"noreferrer noopener\">edge computing<\/a> kommer ytterligare att f\u00f6renkla implementeringen av IoT-l\u00f6sningar. T\u00e4nk p\u00e5 det som den l\u00e4tta versionen av ett datacenter.<\/p>\n\n\n\n<p>Medan traditionell maskinvision till exempel kr\u00e4ver separata kameramoduler och bearbetningsenheter, inneb\u00e4r edge computing att kameramodulen kan f\u00f6rbehandla data och avlasta den st\u00f6rre delen av bearbetningsuppgifterna till n\u00e4tverkets kant.<\/p>\n\n\n\n<p>Detta \u00e4r s\u00e4rskilt anv\u00e4ndbart f\u00f6r <a href=\"https:\/\/knowhow.distrelec.com\/automation\/ai-in-robotics\/\" target=\"_blank\" rel=\"noreferrer noopener\">robotar som anv\u00e4nder AI<\/a> (vilket beror p\u00e5 att stora m\u00e4ngder data bearbetas i realtid). Ber\u00e4kningen g\u00f6rs snabbare, vilket i sin tur f\u00f6rb\u00e4ttrar effektiviteten och tiden det tar att fatta ett beslut.<\/p>\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-3401 pk-lazyload\"  data-pk-sizes=\"auto\"  data-pk-src=\"https:\/\/knowhowprod.wpengine.com\/wp-content\/uploads\/2021\/06\/Rise-of-the-robots-and-AI-uai-1999x1333-1-1024x683.jpg\" ><\/figure>\n\n\n\n<h3 id=\"anslutningsmojligheter-inom-tillverkning\" class=\"wp-block-heading\">Anslutningsm\u00f6jligheter inom tillverkning<\/h3>\n\n\n\n<p>Rethink Robotics har introducerat en ny funktion i sina tillverkningsrobotar. Med&nbsp;<a href=\"http:\/\/www.rethinkrobotics.com\/intera\/\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Intera Insights<\/em><\/a> f\u00f6rser programvaruplattformen tillverkarna med viktiga datainsikter i realtid. KPI:er som kraft, hastighet, delantal och cykeltid visas via en anpassningsbar instrumentpanel p\u00e5 robotens bildsk\u00e4rm. Denna utveckling markerar f\u00f6rsta g\u00e5ngen som datainsamlingen har gjorts tillg\u00e4nglig fr\u00e5n en samverkande robot.<\/p>\n\n\n\n<h3 id=\"smart-jordbruk\" class=\"wp-block-heading\">Smart jordbruk<\/h3>\n\n\n\n<p>Robotar, dr\u00f6nare och st\u00f6rre anslutningsm\u00f6jligheter f\u00f6r\u00e4ndrar hur jordbruk bedrivs. Med <a href=\"https:\/\/knowhow.distrelec.com\/sv\/automation-sv\/jordbruksrobotar-ger-smart-automation-till-jordbruket\/\" target=\"_blank\" rel=\"noreferrer noopener\">smart automation inom jordbruk<\/a> anv\u00e4nds jordbruksrobotar i olika arbetsuppgifter relaterade till jordbruk. De anv\u00e4nds f\u00f6r att s\u00e5 gr\u00f6dor, tr\u00e4dg\u00e5rdsodling, sk\u00f6rda och andra jordbruksuppgifter. Dessutom kan IoT-anslutning till andra autonoma maskiner, t.ex. traktorer och dr\u00f6nare, minska behovet av manuell arbetskraft och g\u00f6ra jordbruket mer sj\u00e4lvf\u00f6rs\u00f6rjande.<\/p>\n\n\n\n<h2 id=\"framtiden-for-robotar\" class=\"wp-block-heading\">Framtiden f\u00f6r robotar<\/h2>\n\n\n\n<p>Genom tiderna har tekniken lett till framg\u00e5ng och nedg\u00e5ng f\u00f6r st\u00e4der runt om i v\u00e4rlden. Uppkomsten av robotar kommer utan tvekan att bidra till detta m\u00f6nster.<\/p>\n\n\n\n<p>Under de senaste \u00e5ren har <a href=\"https:\/\/knowhow.distrelec.com\/sv\/automation-sv\/berakningsalternativ-for-robotik\/\" target=\"_blank\" rel=\"noreferrer noopener\">mikroprocessor<\/a> blivit mer kraftfulla, AI har l\u00e4rt sig att bli mer intelligent och robotar har visat sin potential som ett v\u00e4rdefullt automationsverktyg.<\/p>\n\n\n\n<p>Morgondagens teknik, inklusive robotteknik, AI och IoT, kommer att sammanstr\u00e5la och vara ansvarig f\u00f6r att skapa smartare st\u00e4der, mer sp\u00e4nnande aff\u00e4rsprocesser och l\u00e5sa upp snabbare innovationscykler \u00e4n n\u00e5gonsin tidigare.<\/p>\n","protected":false},"excerpt":{"rendered":"Oavsett om du tror att vi \u00e4r redo eller inte \u00e4r robotrevolutionen p\u00e5 v\u00e4g. Dessa smarta, sj\u00e4lvl\u00e4rande maskiner&hellip;\n","protected":false},"author":23,"featured_media":68349,"comment_status":"closed","ping_status":"closed","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":[1024,247,244],"tags":[],"coauthors":[1753],"class_list":{"0":"post-68469","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-automation-sv","8":"category-stem-utbildning","9":"category-tillverkning","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>Utforska tekniken bakom den v\u00e4xande robotv\u00e5gen - KnowHow<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/knowhow.distrelec.com\/sv\/tillverkning\/utforska-tekniken-bakom-den-vaxande-robotvagen\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Utforska tekniken bakom den v\u00e4xande robotv\u00e5gen - KnowHow\" \/>\n<meta property=\"og:description\" content=\"Oavsett om du tror att vi \u00e4r redo eller inte \u00e4r robotrevolutionen p\u00e5 v\u00e4g. 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