{"id":26484,"date":"2022-03-21T11:34:46","date_gmt":"2022-03-21T11:34:46","guid":{"rendered":"https:\/\/knowhow.distrelec.com\/uncategorized-hu\/arduino-edge-control-a-gyartas-jovoje\/"},"modified":"2022-03-21T11:35:38","modified_gmt":"2022-03-21T11:35:38","slug":"arduino-edge-control-a-gyartas-jovoje","status":"publish","type":"post","link":"https:\/\/knowhow.distrelec.com\/hu\/gyartas-eloallitas\/arduino-edge-control-a-gyartas-jovoje\/","title":{"rendered":"Arduino Edge Control \u2013 a gy\u00e1rt\u00e1s j\u00f6v\u0151je"},"content":{"rendered":"\n<p>A gy\u00e1rt\u00e1s j\u00f6v\u0151j\u00e9t az \u00f6sszekapcsolt, energiahat\u00e9kony intelligens eszk\u00f6z\u00f6k fogj\u00e1k meghat\u00e1rozni. A be\u00e1gyazott g\u00e9pi tanul\u00e1ssal kombin\u00e1lt IoT-csatlakoz\u00e1s \u00e1talak\u00edtja a gy\u00e1rt\u00e1si \u00fczleti modelleket, folyamatokat \u00e9s az \u00e1ltaluk k\u00edn\u00e1lt szolg\u00e1ltat\u00e1sokat.<\/p>\n\n<p><br\/>A gy\u00e1rt\u00f3 v\u00e1llalatok egyre t\u00f6bb intelligenci\u00e1t k\u00f6vetelnek meg g\u00e9peikt\u0151l az\u00e1ltal, hogy az adatokhoz k\u00f6zvetlen\u00fcl a peremen f\u00e9rnek hozz\u00e1, ott, ahol a dolgok t\u00f6rt\u00e9nnek. Ezt az intelligenci\u00e1t a gy\u00e1ri folyamatok jav\u00edt\u00e1s\u00e1ra haszn\u00e1lj\u00e1k, mivel a g\u00e9pek tanulnak a hib\u00e1kb\u00f3l, a meghib\u00e1sod\u00e1sokb\u00f3l \u00e9s a pontatlans\u00e1gokb\u00f3l. Ha a munkaterhel\u00e9s \u00e9s a tanul\u00e1s a peremre ker\u00fcl, akkor nincs sz\u00fcks\u00e9g k\u00f6lts\u00e9ges, energiaig\u00e9nyes \u00e9s processzorig\u00e9nyes hardverre. Az\u00e1ltal, hogy a hardvert a peremre helyezz\u00fck, \u00e9s megadjuk neki azt az agyat, amire mindig is sz\u00fcks\u00e9ge volt, mostant\u00f3l lehet\u0151s\u00e9g ny\u00edlik a kor\u00e1bban kidobott hatalmas mennyis\u00e9g\u0171 adat \u00e9s fejlett elemz\u00e9sek felhaszn\u00e1l\u00e1s\u00e1ra a teljes\u00edtm\u00e9ny \u00e9s a m\u0171k\u00f6d\u00e9si felt\u00e9telek nyomon k\u00f6vet\u00e9se, a berendez\u00e9sek fenntart\u00e1si k\u00f6lts\u00e9g\u00e9nek jav\u00edt\u00e1sa \u00e9s optimaliz\u00e1l\u00e1sa, a meghib\u00e1sod\u00e1sok \u00e9s hib\u00e1k el\u0151rejelz\u00e9se, valamint a k\u00f6lts\u00e9ges meghib\u00e1sod\u00e1sok bek\u00f6vetkez\u00e9se el\u0151tti int\u00e9zked\u00e9s \u00e9rdek\u00e9ben. Mindez folyamatos javul\u00e1st \u00e9s gyorsabb el\u0151rejelz\u0151 karbantart\u00e1st eredm\u00e9nyez.\u00a0<\/p>\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"500\"  height=\"375\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAfQAAAF3AQMAAABpPCu\/AAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAC1JREFUeNrtwQENAAAAwqD3T+3sARQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADddwAABcnqeAwAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-4886 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 500px) 100vw, 500px\"  data-pk-src=\"https:\/\/knowhowprod.wpengine.com\/wp-content\/uploads\/2021\/08\/abx00042-iso-2.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/abx00042-iso-2.jpg 500w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/abx00042-iso-2.jpg?resize=300,225 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/abx00042-iso-2.jpg?resize=380,285 380w\" ><\/figure><\/div>\n\n<p>Az Edge Impulse be\u00e1gyazott keretrendszer\u00e9t lehet\u0151v\u00e9 tev\u0151 Arduino Portenta H7, amelyet a peremen t\u00f6rt\u00e9n\u0151 g\u00e9pi tanul\u00e1shoz terveztek, sokkal gyorsabban fut, \u00e9s kevesebb energi\u00e1t fogyaszt, \u00edgy a feldolgoz\u00e1s az eszk\u00f6z\u00f6n t\u00f6rt\u00e9nik, mik\u00f6zben meg\u0151rzi az \u00d6n adatv\u00e9delm\u00e9t \u00e9s biztons\u00e1g\u00e1t. Az Arduino mint peremeszk\u00f6z haszn\u00e1lata lehet\u0151v\u00e9 teszi a v\u00e1llalatok sz\u00e1m\u00e1ra, hogy nagym\u00e9rt\u00e9kben megn\u00f6velj\u00e9k a k\u00e9pess\u00e9g\u00fcket arra, hogy szinte b\u00e1rmit \u00f6sszegy\u0171jtsenek, elemezzenek \u00e9s telep\u00edtsenek a felhaszn\u00e1l\u00e1si esetek sokas\u00e1g\u00e1ban, mik\u00f6zben elker\u00fclhetik a k\u00f6lts\u00e9geket, a bonyolults\u00e1got, a biztons\u00e1gi kih\u00edv\u00e1sokat \u00e9s a felh\u0151t\u0151l val\u00f3 mindent \u00e1that\u00f3 f\u00fcgg\u0151s\u00e9get.\u00a0<\/p>\n\n<h2 id=\"automatizalt-optikai-ellenorzes-a-portenta-vision-shield-segitsegevel\" class=\"wp-block-heading\">Automatiz\u00e1lt optikai ellen\u0151rz\u00e9s a Portenta Vision Shield seg\u00edts\u00e9g\u00e9vel<\/h2>\n\n<p>Ebben a vide\u00f3ban Sebastian Romero, az Arduino interakt\u00edv tervez\u0151je mutatja be, hogyan automatiz\u00e1lhatja az Arduino Portenta a gy\u00e1rtott t\u00e1rgyak ellen\u0151rz\u00e9s\u00e9t. A kamera \u00f6n\u00e1ll\u00f3an vizsg\u00e1lja meg az objektumokat, hogy nincsenek-e rajtuk hib\u00e1k, p\u00e9ld\u00e1ul hi\u00e1nyz\u00f3 alkatr\u00e9szek.<\/p>\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Putting Arduino to Work, Digital Intelligence Where You Need It\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/6G-o_w1JhmI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n<h2 id=\"automatizalt-minoseg-ellenorzes-az-autoiparban\" class=\"wp-block-heading\">Automatiz\u00e1lt min\u0151s\u00e9g-ellen\u0151rz\u00e9s az aut\u00f3iparban<\/h2>\n\n<p>Az IDT Solutions g\u00e9pi l\u00e1t\u00e1st alkalmaz a folyamatellen\u0151rz\u00e9s, a karbantart\u00e1si ellen\u0151rz\u00e9sek, a robotok ir\u00e1ny\u00edt\u00e1sa stb. automatiz\u00e1l\u00e1s\u00e1ra, k\u00fcl\u00f6n\u00f6sen az aut\u00f3ipari k\u00e9sz\u00fcl\u00e9kek \u00e1gazat\u00e1ban. Itt az Arduino ny\u00edlt forr\u00e1sk\u00f3d\u00fa aspektusa k\u00fcl\u00f6n\u00f6sen hasznosnak bizonyult a k\u00fcl\u00f6nb\u00f6z\u0151 t\u00edpus\u00fa g\u00e9pek \u00f6sszekapcsol\u00e1s\u00e1ra, amelyek \u00f6sszek\u00f6ttet\u00e9st \u00e9s adatmegoszt\u00e1st ig\u00e9nyelnek \u2013 az Arduino-t a g\u00e9p agyak\u00e9nt haszn\u00e1lva.<\/p>\n\n<p>Az Arduino Portenta csal\u00e1d fizikailag kisebb \u00e9s k\u00f6lts\u00e9gtakar\u00e9kos megold\u00e1sokat k\u00edn\u00e1l, amelyek kik\u00fcsz\u00f6b\u00f6lik a nagy mennyis\u00e9g\u0171 adat felh\u0151be k\u00fcld\u00e9s\u00e9nek sz\u00fcks\u00e9gess\u00e9g\u00e9t, mik\u00f6zben n\u00f6velik a haszn\u00e1lhat\u00f3s\u00e1got, a sebess\u00e9get \u00e9s a biztons\u00e1got. Az Arduino Portenta Vision Shield LoRa\u00ae, amelyet kifejezetten a g\u00e9pi tanul\u00e1si alkalmaz\u00e1sokhoz terveztek, lehet\u0151v\u00e9 teszi az alacsony fogyaszt\u00e1s\u00fa, nagy t\u00e1vols\u00e1gra t\u00f6rt\u00e9n\u0151 kommunik\u00e1ci\u00f3t a LoRa\u00ae vezet\u00e9k n\u00e9lk\u00fcli protokollon \u00e9s a LoRaWAN h\u00e1l\u00f3zatokon kereszt\u00fcl. T\u00f6k\u00e9letes kieg\u00e9sz\u00edt\u0151je a nagy teljes\u00edtm\u00e9ny\u0171 Arduino Portenta H7 modellnek, amely lehet\u0151v\u00e9 teszi a g\u00e9pi tanul\u00e1st az eszk\u00f6z\u00f6n, ez\u00e1ltal jelent\u0151sen cs\u00f6kkentve a kommunik\u00e1ci\u00f3s s\u00e1vsz\u00e9less\u00e9g ir\u00e1nti ig\u00e9nyt egy IoT-alkalmaz\u00e1sban.<\/p>\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-full\"><img  loading=\"lazy\"  decoding=\"async\"  width=\"500\"  height=\"375\"  src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAfQAAAF3AQMAAABpPCu\/AAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAC1JREFUeNrtwQENAAAAwqD3T+3sARQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAADddwAABcnqeAwAAAABJRU5ErkJggg==\"  alt=\"\"  class=\"wp-image-4893 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 500px) 100vw, 500px\"  data-pk-src=\"https:\/\/knowhowprod.wpengine.com\/wp-content\/uploads\/2021\/08\/asx00021-iso.01-2.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/asx00021-iso.01-2.jpg 500w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/asx00021-iso.01-2.jpg?resize=300,225 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/asx00021-iso.01-2.jpg?resize=380,285 380w\" ><\/figure><\/div>\n\n<p>A Portenta Vision Shieldhez tartoz\u00f3 ultraalacsony fogyaszt\u00e1s\u00fa Himax kamera megk\u00f6nny\u00edti a folyamatos \u00fczem\u0171 g\u00e9pi l\u00e1t\u00e1st. A kameramodul \u00f6n\u00e1ll\u00f3an \u00e9rz\u00e9keli a mozg\u00e1st, mik\u00f6zben a Portenta H7 k\u00e9szenl\u00e9ti \u00e1llapotban van, \u00e9s csak sz\u00fcks\u00e9g eset\u00e9n \u00e9breszti fel gyorsan a mikrovez\u00e9rl\u0151t. Az ipari min\u0151s\u00e9g\u0171 Portenta H7 k\u00e9t aszimmetrikus maggal rendelkezik, amelyek egyszerre futtatnak magas szint\u0171 k\u00f3dot, p\u00e9ld\u00e1ul protokoll stackeket, g\u00e9pi tanul\u00e1st vagy ak\u00e1r a MicroPythonhoz hasonl\u00f3 \u00e9rtelmezett nyelveket, tov\u00e1bb\u00e1 alacsony szint\u0171 val\u00f3s idej\u0171 feladatokat. Ez rendk\u00edv\u00fcl fontos, k\u00fcl\u00f6n\u00f6sen az ipari dolgok internete (IIoT) alkalmaz\u00e1sok eset\u00e9ben, amelyek a teljesen titkos\u00edtott LoRaWAN-k\u00e9pess\u00e9geken kereszt\u00fcl k\u00e9pesek kezelni a gy\u00e1rt\u00e1si folyamatok ig\u00e9nyes integr\u00e1ci\u00f3j\u00e1t ML-modellekkel, over-the-air friss\u00edt\u00e9sekkel \u00e9s az \u00e9rz\u00e9kszervi berendez\u00e9sek adatgy\u0171jt\u00e9s\u00e9vel. Az Arduino mindezt \u00e9s m\u00e9g enn\u00e9l is t\u00f6bbet tartalmaz, bele\u00e9rtve a z\u00e1szl\u00f3shaj\u00f3nak sz\u00e1m\u00edt\u00f3 felhaszn\u00e1l\u00f3bar\u00e1t IDE eszk\u00f6zt, an\u00e9lk\u00fcl, hogy ez a megszokott bonyolults\u00e1got vagy t\u00f6bbletk\u00f6lts\u00e9get jelenten\u00e9.<\/p>\n\n<p> A v\u00e1llalatok vil\u00e1gszerte m\u00e1r most is erre az egyszer\u0171, de hat\u00e9kony megk\u00f6zel\u00edt\u00e9sre alapozva \u00e9p\u00edtik kereskedelmi term\u00e9keiket a k\u00e9pek, a t\u00f6bbszabv\u00e1nyos vonalk\u00f3dok, QR-k\u00f3dok \u00e9s egy\u00e9b k\u00f3dok felismer\u00e9s\u00e9re, sz\u0171r\u00e9s\u00e9re \u00e9s oszt\u00e1lyoz\u00e1s\u00e1ra. <\/p>\n\n<h2 id=\"ajanlott-termekek\" class=\"wp-block-heading\"><strong>Aj\u00e1nlott term\u00e9kek<\/strong><\/h2>\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>Arduino Portenta H7 mikrovez\u00e9rl\u0151 k\u00e1rtya<\/strong><\/p>\n\n\n\n<p>K\u00e9tmagos STM32H747 mikrovez\u00e9rl\u0151n alapul. T\u00e1mogatja a 802.11b\/g\/n Wi-Fi \u00e9s Bluetooth 5.1 szabv\u00e1nyt.<\/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-4901 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhowprod.wpengine.com\/wp-content\/uploads\/2021\/08\/Arduino-ABX00042-30177003-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ABX00042-30177003-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ABX00042-30177003-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ABX00042-30177003-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ABX00042-30177003-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ABX00042-30177003-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ABX00042-30177003-01.jpg?resize=800,447 800w\" ><\/figure>\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.ch\/en\/arduino-portenta-h7-microcontroller-board-arduino-abx00042\/p\/30177003\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>V\u00c1S\u00c1ROLJON MOST<\/strong><\/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>Arduino Portenta Vision Shield<\/strong><\/p>\n\n\n\n<p>Kieg\u00e9sz\u00edt\u0151 az Arduino Portent\u00e1hoz \u00e9s a g\u00e9pi l\u00e1t\u00f3 alkalmaz\u00e1sokhoz. 320&#215;320 k\u00e9ppontos Himax HM-01B0 kamera. K\u00e9t MP34DT05 mikrofon.<\/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-4908 pk-lazyload\"  data-pk-sizes=\"auto\"  data-ls-sizes=\"auto, (max-width: 1020px) 100vw, 1020px\"  data-pk-src=\"https:\/\/knowhowprod.wpengine.com\/wp-content\/uploads\/2021\/08\/Arduino-ASX00021-30185729-01.jpg\"  data-pk-srcset=\"https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ASX00021-30185729-01.jpg 1020w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ASX00021-30185729-01.jpg?resize=300,168 300w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ASX00021-30185729-01.jpg?resize=768,429 768w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ASX00021-30185729-01.jpg?resize=380,212 380w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ASX00021-30185729-01.jpg?resize=550,307 550w, https:\/\/knowhow.distrelec.com\/wp-content\/uploads\/2021\/08\/Arduino-ASX00021-30185729-01.jpg?resize=800,447 800w\" ><\/figure>\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.ch\/en\/arduino-portenta-vision-shield-arduino-asx00021\/p\/30185729\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>V\u00c1S\u00c1ROLJON MOST<\/strong><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\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.ch\/en\/search\/cms\/search?q=spotlightarduinopro&amp;marketingPopup=false\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>AZ ARDUINO PRO TERM\u00c9KCSAL\u00c1D B\u00d6NG\u00c9SZ\u00c9SE<\/strong><\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"A gy\u00e1rt\u00e1s j\u00f6v\u0151j\u00e9t az \u00f6sszekapcsolt, energiahat\u00e9kony intelligens eszk\u00f6z\u00f6k fogj\u00e1k meghat\u00e1rozni. A be\u00e1gyazott g\u00e9pi tanul\u00e1ssal kombin\u00e1lt IoT-csatlakoz\u00e1s \u00e1talak\u00edtja a&hellip;\n","protected":false},"author":4,"featured_media":10723,"comment_status":"open","ping_status":"open","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":[890],"tags":[],"coauthors":[],"class_list":{"0":"post-26484","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-gyartas-eloallitas","8":"cs-entry","9":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Arduino Edge Control \u2013 a gy\u00e1rt\u00e1s j\u00f6v\u0151je - 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\/hu\/gyartas-eloallitas\/arduino-edge-control-a-gyartas-jovoje\/\" \/>\n<meta property=\"og:locale\" content=\"hu_HU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Arduino Edge Control \u2013 a gy\u00e1rt\u00e1s j\u00f6v\u0151je - KnowHow\" \/>\n<meta property=\"og:description\" content=\"A gy\u00e1rt\u00e1s j\u00f6v\u0151j\u00e9t az \u00f6sszekapcsolt, energiahat\u00e9kony intelligens eszk\u00f6z\u00f6k fogj\u00e1k meghat\u00e1rozni. 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