{"id":10181,"date":"2021-11-12T10:40:05","date_gmt":"2021-11-12T10:40:05","guid":{"rendered":"https:\/\/knowhow.distrelec.com\/?p=10181"},"modified":"2022-02-14T17:03:44","modified_gmt":"2022-02-14T17:03:44","slug":"dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych","status":"publish","type":"post","link":"https:\/\/knowhow.distrelec.com\/pl\/transport-pl\/dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych\/","title":{"rendered":"Dlaczego czujniki s\u0105 istotnym elementem pojazd\u00f3w autonomicznych"},"content":{"rendered":"\n<p><em>Czujniki stanowi\u0105 istotn\u0105 cz\u0119\u015b\u0107 ka\u017cdego nowoczesnego pojazdu. Wykorzystywane s\u0105 mi\u0119dzy innymi do asystowania kierowcy, zapewniaj\u0105c krytyczne funkcje bezpiecze\u0144stwa. S\u0142u\u017c\u0105 tak\u017ce do usprawnienia serwisowania, gdy cz\u0119\u015bci ulegaj\u0105 awariom lub wymagaj\u0105 regularnych przegl\u0105d\u00f3w.<\/em><\/p>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.distrelec.com\/global\/?search=sensors\" target=\"_blank\" rel=\"noreferrer noopener\">Zobacz gam\u0119 czujnik\u00f3w<\/a><\/div>\n<\/div>\n\n\n\n<p>Wraz z rozwojem transportu czujniki stan\u0105 si\u0119 jeszcze bardziej kluczowymi elementami przysz\u0142ych pojazd\u00f3w. Wykorzystuj\u0105c r\u00f3\u017cne technologie, pe\u0142ni\u0105 wa\u017cn\u0105 funkcj\u0119 w zapewnieniu bezpiecze\u0144stwa kierowc\u00f3w. S\u0105 wykorzystywane nie tylko przez kierowc\u00f3w, ale tak\u017ce podczas prac konserwacyjnych pojazd\u00f3w. Czujniki pozwalaj\u0105 przekazywa\u0107 in\u017cynierowi informacje w czasie rzeczywistym oraz rozpoznawa\u0107 przysz\u0142e i bie\u017c\u0105ce problemy.<\/p>\n\n\n\n<p>Pojazdy autonomiczne staj\u0105 si\u0119 coraz bardziej powszechne. Mo\u017cna ju\u017c zaobserwowa\u0107 liczne zastosowania i korzy\u015bci p\u0142yn\u0105ce z wykorzystania tej technologii, zw\u0142aszcza w logistyce i \u0142a\u0144cuchu dostaw.<\/p>\n\n\n\n<p>Pojazdy autonomiczne oferuj\u0105 znaczne korzy\u015bci oraz wygod\u0119 dla kierowc\u00f3w i pasa\u017cer\u00f3w. Mo\u017cna si\u0119 by\u0142o ju\u017c o tym przekona\u0107 w przypadku technologii inteligentnego parkowania. Pojazdy wyposa\u017cone s\u0105 w czujniki, kt\u00f3re skanuj\u0105 najbli\u017csze otoczenie i sugeruj\u0105, czy miejsce parkingowe jest odpowiednie, a nast\u0119pnie samodzielnie kieruj\u0105 pojazd na miejsce parkingowe bez udzia\u0142u kierowcy. Jest to mo\u017cliwe tylko dzi\u0119ki post\u0119powi w technologii czujnik\u00f3w samochodowych.<\/p>\n\n\n\n<h2 id=\"czujniki-pojazdow-autonomicznych\" class=\"wp-block-heading\">Czujniki pojazd\u00f3w autonomicznych<\/h2>\n\n\n\n<figure class=\"wp-block-image alignwide size-large\"><img  loading=\"lazy\"  decoding=\"async\"  height=\"576\"  width=\"1024\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAABAAAAAJAAQMAAAApW4aWAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF5JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAO8GIk8AAbOpTZoAAAAASUVORK5CYII=\"  alt=\"\"  class=\"wp-image-9712 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-1024x576.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-1024x576.jpg 1024w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-300x169.jpg 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-768x432.jpg 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-1536x864.jpg 1536w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-2048x1152.jpg 2048w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-380x214.jpg 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-550x309.jpg 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-800x450.jpg 800w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2-1160x653.jpg 1160w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-image1-2.jpg 2309w\" ><\/figure>\n\n\n\n<p>Jak wynika z powy\u017cszej infografiki, pojazdy mog\u0105 sta\u0107 si\u0119 ca\u0142kowicie lub cz\u0119\u015bciowo autonomiczne dzi\u0119ki szerokiej gamie wsp\u00f3\u0142pracuj\u0105cych ze sob\u0105 czujnik\u00f3w. Czujniki pojazd\u00f3w autonomicznych po raz pierwszy ujrza\u0142y \u015bwiat\u0142o dzienne w 2014 roku dzi\u0119ki technologii Tesla Autopilot. Technologia Autopilot wykorzystuje szereg czujnik\u00f3w samochodowych i technologi\u0119 pojazd\u00f3w po\u0142\u0105czonych, tworz\u0105c w pe\u0142ni autonomiczny pojazd.<\/p>\n\n\n\n<h2 id=\"rola-sztucznej-inteligencji\" class=\"wp-block-heading\">Rola sztucznej inteligencji<\/h2>\n\n\n\n<p>Wi\u0119kszo\u015b\u0107 pojazd\u00f3w wyprodukowanych w ostatnich pi\u0119ciu latach funkcjonuje w oparciu kontrol\u0119 kierowcy nad pojazdem, korzysta jednak z zaawansowanych system\u00f3w wspomagania kierowcy (tzw. ADAS). ADAS dzieli si\u0119 na pi\u0119\u0107 poziom\u00f3w autonomii:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Poziom 0: System nie mo\u017ce kontrolowa\u0107 samochodu, przekazuje jedynie informacje kierowcy.<\/li><li>Poziomy 1 i 2: Na tych poziomach kierowca podejmuje decyzje. Poziom 1 mo\u017ce sterowa\u0107 tylko jedn\u0105 funkcj\u0105, natomiast poziom 2 wieloma funkcjami.<\/li><li>Poziomy 3-5: Poziom kontroli wzrasta z poziomu 3 do 5. Poziom 5 jest w pe\u0142ni autonomiczny, tzn. kierowca nie kontroluje pojazdu w \u017caden spos\u00f3b. Poziomy 3 i 4 oferuj\u0105 takie funkcje jak samodzielne parkowanie pojazdu, pozostawiaj\u0105c niekt\u00f3re czynno\u015bci w gestii kierowcy.<\/li><\/ul>\n\n\n\n<p>Nasuwa si\u0119 wi\u0119c pytanie: Czy sztuczna inteligencja zaspokaja potrzeby w pe\u0142ni autonomicznego pojazdu? Sztuczna inteligencja i uczenie maszynowe sta\u0142y si\u0119 cz\u0119\u015bci\u0105 wsp\u00f3\u0142czesnej rzeczywisto\u015bci, nadal nie mog\u0105 jednak samodzielnie rozwi\u0105zywa\u0107 problem\u00f3w. Funkcjonowania pojazd\u00f3w autonomicznych w du\u017cej mierze opiera si\u0119 na informacjach dotycz\u0105cych ich zdolno\u015bci do orientacji przestrzennej. Podstaw\u0105 uzyskania poziom\u00f3w 3 do 5 systemu ADAS b\u0119d\u0105 dane przekazywane z czujnik\u00f3w. W przysz\u0142o\u015bci, a w niekt\u00f3rych rozwi\u0105zaniach motoryzacyjnych ju\u017c teraz, pojazdy autonomiczne b\u0119d\u0105 polega\u0142y na jeszcze lepszych zdolno\u015bciach czujnik\u00f3w do orientacji przestrzennej, zw\u0142aszcza w trudnych warunkach pogodowych i terenowych. B\u0119dzie to wymaga\u0142o mapowania obiekt\u00f3w znajduj\u0105cych si\u0119 bli\u017cej siebie oraz ich dok\u0142adnej lokalizacji, by zapewni\u0107 najwi\u0119ksz\u0105 precyzj\u0119. Dlatego zastosowanie po\u0142\u0105czenia odpowiednich czujnik\u00f3w ma w tym przypadku ogromne znaczenie.<\/p>\n\n\n\n<h2 id=\"znaczenie-czujnikow\" class=\"wp-block-heading\">Znaczenie czujnik\u00f3w<\/h2>\n\n\n\n<p>Najwa\u017cniejsz\u0105 rol\u0119 w funkcjonowaniu w pe\u0142ni autonomicznych pojazd\u00f3w odgrywaj\u0105 czujniki. Ludzie wykorzystuj\u0105 wszystkie dost\u0119pne im zmys\u0142y takie jak w\u0119ch, wzrok, smak, dotyk i s\u0142uch, by sprawnie radzi\u0107 sobie w codziennym \u017cyciu. Co jednak dzieje si\u0119, gdy jeden z tych zmys\u0142\u00f3w jest zaburzony? Ludzkie cia\u0142o musi poradzi\u0107 sobie z t\u0105 strat\u0105 i w jaki\u015b spos\u00f3b j\u0105 zrekompensowa\u0107. Na przyk\u0142ad, utrata s\u0142uchu w jednym uchu mo\u017ce wp\u0142yn\u0105\u0107 na utrzymywanie r\u00f3wnowagi.<\/p>\n\n\n\n<h2 id=\"wyzwania\" class=\"wp-block-heading\">Wyzwania<\/h2>\n\n\n\n<p>Na naszych drogach wci\u0105\u017c bardzo rzadko spotyka si\u0119 w pe\u0142ni autonomiczne pojazdy, poniewa\u017c producenci nadal mierz\u0105 si\u0119 z wieloma wyzwaniami.<\/p>\n\n\n\n<p>Pojazdy te dzia\u0142aj\u0105 dzi\u0119ki wielu czujnikom, przekazuj\u0105cym informacje zwrotne do systemu sterowania. Czujniki te musz\u0105 dzia\u0142a\u0107 w ka\u017cdych warunkach, a w niekt\u00f3rych przypadkach ekstremalne warunki pogodowe mog\u0105 uniemo\u017cliwia\u0107 wykonanie prawid\u0142owych odczyt\u00f3w.<\/p>\n\n\n\n<p>Pogoda i inne czynniki \u015brodowiskowe, takie jak du\u017ce nat\u0119\u017cenie ruchu, brudne znaki drogowe lub brak oznakowania dr\u00f3g, mog\u0105 negatywnie wp\u0142ywa\u0107 na prac\u0119 czujnik\u00f3w.<\/p>\n\n\n\n<p>Wi\u0119kszo\u015b\u0107 pojazd\u00f3w autonomicznych b\u0119dzie polega\u0142a na sztucznej inteligencji i uczeniu maszynowym do przetwarzania danych pozyskanych z czujnik\u00f3w. Pozwoli to pojazdom w podejmowaniu w\u0142a\u015bciwych decyzji. Uczenie maszynowe b\u0119dzie wykorzystywa\u0107 swoje algorytmy do identyfikacji i klasyfikacji obiekt\u00f3w takich jak pojazdy, piesi, \u015bwiat\u0142a, znaki etc. Pojazd b\u0119dzie m\u00f3g\u0142 w\u00f3wczas sam kierowa\u0107, hamowa\u0107 i skr\u0119ca\u0107, by omin\u0105\u0107 przeszkody.<\/p>\n\n\n\n<p>W przysz\u0142o\u015bci pojazdy b\u0119d\u0105 mog\u0142y wykry\u0107 i sklasyfikowa\u0107 obiekty znacznie szybciej i skuteczniej ni\u017c ludzie. Obecnie \u017cadne z algorytm\u00f3w uczenia maszynowego nie s\u0105 w pe\u0142ni bezpieczne.<\/p>\n\n\n\n<p>Mi\u0119dzy organami normalizacyjnymi producent\u00f3w samochod\u00f3w nie ma jednog\u0142o\u015bnego porozumienia w sprawie trenowania, testowania i atestowania uczenia maszynowego.<\/p>\n\n\n\n<p>Najwi\u0119kszym wyzwaniem dla pojazd\u00f3w autonomicznych s\u0105 inni u\u017cytkownicy dr\u00f3g. Spo\u0142ecze\u0144stwo musi by\u0107 zaanga\u017cowane w podejmowanie krytycznych decyzji dotycz\u0105cych wprowadzenia pojazd\u00f3w autonomicznych na rynek. Bez tego technologia ta mo\u017ce by\u0107 zupe\u0142nie odrzucona.<\/p>\n\n\n\n<p>Istotn\u0105 rol\u0119 odegra tu wsp\u00f3\u0142praca ca\u0142ej bran\u017cy, co w niekt\u00f3rych przypadkach jest sporym wyzwaniem. Wi\u0119kszo\u015b\u0107 producent\u00f3w samochod\u00f3w b\u0119dzie projektowa\u0107 i budowa\u0107 swoje autonomiczne pojazdy w spos\u00f3b, kt\u00f3ry sami uznaj\u0105 za najlepszy.<\/p>\n\n\n\n<p>Prawdziwa wsp\u00f3\u0142praca za po\u015brednictwem instytucji zajmuj\u0105cych si\u0119 normami pojazd\u00f3w przyspieszy\u0142aby rozw\u00f3j technologii i zapewni\u0142a znacznie bezpieczniejsze pojazdy, pewno\u015b\u0107 ze strony spo\u0142ecze\u0144stwa i ostatecznie akceptacj\u0119.<\/p>\n\n\n\n<h2 id=\"podsumowanie\" class=\"wp-block-heading\">Podsumowanie<\/h2>\n\n\n\n<p>Pojazdy autonomiczne ju\u017c nied\u0142ugo stan\u0105 si\u0119 powszechne, a najwi\u0119ksi producenci samochod\u00f3w zdo\u0142ali ju\u017c wdro\u017cy\u0107 pewne koncepcje i przedstawili analizy swoich rozwi\u0105za\u0144. Wyprodukowanie pojazdu autonomicznego to naprawd\u0119 trudne zadanie. Ka\u017cdy element uk\u0142adanki musi idealnie pasowa\u0107, aby odnie\u015b\u0107 sukces \u2013 a krytycznym elementem jest tu technologia czujnik\u00f3w. Bez niezawodnej i precyzyjnej technologii czujnik\u00f3w, pojazd nie mo\u017ce podj\u0105\u0107 najlepszej decyzji, co mo\u017ce poci\u0105gn\u0105\u0107 za sob\u0105 wysokie koszty.<\/p>\n\n\n\n<h2 id=\"rekomendowane-produkty\" class=\"wp-block-heading\">Rekomendowane Produkty<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Ambient Light Sensors, VCNL, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-14968 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VCNL4040M3OE-30214751-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfadistrelec.pl\/pl\/ambient-light-sensors-vcnl-vishay\/pf\/3417537\" target=\"_blank\" rel=\"noreferrer noopener\"> Zasi\u0119g widzenia <\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>IR Photodiodes, PIN, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-14985 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEMD5060X01-30214755-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfadistrelec.pl\/pl\/ir-photodiodes-pin-vishay\/pf\/1843260\" target=\"_blank\" rel=\"noreferrer noopener\">Zasi\u0119g widzenia<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Ambient Light Sensors, VEM, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-15002 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VEML6035-30214760-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfadistrelec.pl\/pl\/ambient-light-sensors-vem-vishay\/pf\/3417546\" target=\"_blank\" rel=\"noreferrer noopener\">  Zasi\u0119g widzenia  <\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Infrared Emitters, 0805, SurfLight, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-15019 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMY5850X01-30214765-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfadistrelec.pl\/pl\/infrared-emitters-0805-surflight-vishay\/pf\/3418832\" target=\"_blank\" rel=\"noreferrer noopener\"> Zasi\u0119g widzenia <\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Phototransistor 850nm SMD, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-15036 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMB2943SLX01-30214763-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMB2943SLX01-30214763-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMB2943SLX01-30214763-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMB2943SLX01-30214763-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMB2943SLX01-30214763-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMB2943SLX01-30214763-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-VSMB2943SLX01-30214763-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfadistrelec.pl\/pl\/phototransistor-850nm-smd-vishay-vemt2523slx01\/p\/30214761\" target=\"_blank\" rel=\"noreferrer noopener\">  Zasi\u0119g widzenia  <\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Fork Light Barriers, TCPT, Vishay<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"1020\"  height=\"570\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAA\/wAAAI6AQMAAACgqdGlAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAF1JREFUeNrtwQEBAAAAgiD\/r25IQAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAvBsfSQABeZS+xAAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-15053 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2022\/02\/Vishay-TCPT1600X01-30214738-01.jpg?resize=800,447 800w\" ><\/figure>\n\n\n\n<div class=\"wp-block-buttons is-content-justification-center is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link has-red-background-color has-background\" href=\"https:\/\/www.elfadistrelec.pl\/pl\/fork-light-barriers-tcpt-vishay\/pf\/3418846\" target=\"_blank\" rel=\"noreferrer noopener\">  Zasi\u0119g widzenia  <\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"Czujniki stanowi\u0105 istotn\u0105 cz\u0119\u015b\u0107 ka\u017cdego nowoczesnego pojazdu. Wykorzystywane s\u0105 mi\u0119dzy innymi do asystowania kierowcy, zapewniaj\u0105c krytyczne funkcje bezpiecze\u0144stwa.&hellip;\n","protected":false},"author":4,"featured_media":9679,"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":[957,236],"tags":[708,722,336],"coauthors":[],"class_list":{"0":"post-10181","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-automation","8":"category-transport-pl","9":"tag-czujniki","10":"tag-pojazdy-autonomiczne","11":"tag-sztuczna-inteligencja","12":"cs-entry","13":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Dlaczego czujniki s\u0105 istotnym elementem pojazd\u00f3w autonomicznych - 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\/pl\/transport-pl\/dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dlaczego czujniki s\u0105 istotnym elementem pojazd\u00f3w autonomicznych - KnowHow\" \/>\n<meta property=\"og:description\" content=\"Czujniki stanowi\u0105 istotn\u0105 cz\u0119\u015b\u0107 ka\u017cdego nowoczesnego pojazdu. Wykorzystywane s\u0105 mi\u0119dzy innymi do asystowania kierowcy, zapewniaj\u0105c krytyczne funkcje bezpiecze\u0144stwa.&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/knowhow.distrelec.com\/pl\/transport-pl\/dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych\/\" \/>\n<meta property=\"og:site_name\" content=\"KnowHow\" \/>\n<meta property=\"article:published_time\" content=\"2021-11-12T10:40:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-02-14T17:03:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-banner.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2000\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Chris Rush\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Chris Rush\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minut\" \/>\n\t<meta name=\"twitter:label3\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data3\" content=\"Chris Rush\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/knowhow.distrelec.com\/pl\/transport-pl\/dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/knowhow.distrelec.com\/pl\/transport-pl\/dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych\/\"},\"author\":{\"name\":\"Chris Rush\",\"@id\":\"https:\/\/knowhow.distrelec.com\/pl\/#\/schema\/person\/7e26cae6e56b17cb61a1affd475750a2\"},\"headline\":\"Dlaczego czujniki s\u0105 istotnym elementem pojazd\u00f3w autonomicznych\",\"datePublished\":\"2021-11-12T10:40:05+00:00\",\"dateModified\":\"2022-02-14T17:03:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/knowhow.distrelec.com\/pl\/transport-pl\/dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych\/\"},\"wordCount\":1084,\"publisher\":{\"@id\":\"https:\/\/knowhow.distrelec.com\/pl\/#organization\"},\"image\":{\"@id\":\"https:\/\/knowhow.distrelec.com\/pl\/transport-pl\/dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/11\/sensor-tech-banner.jpg\",\"keywords\":[\"Czujniki\",\"pojazdy autonomiczne\",\"sztuczna inteligencja\"],\"articleSection\":[\"Automation\",\"Transport\"],\"inLanguage\":\"pl-PL\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/knowhow.distrelec.com\/pl\/transport-pl\/dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych\/\",\"url\":\"https:\/\/knowhow.distrelec.com\/pl\/transport-pl\/dlaczego-czujniki-sa-istotnym-elementem-pojazdow-autonomicznych\/\",\"name\":\"Dlaczego czujniki s\u0105 istotnym elementem pojazd\u00f3w autonomicznych - 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