{"id":4964,"date":"2023-10-18T15:04:21","date_gmt":"2023-10-18T15:04:21","guid":{"rendered":"https:\/\/heliospectra.com\/?p=4964"},"modified":"2025-10-09T12:19:35","modified_gmt":"2025-10-09T12:19:35","slug":"research-paper-intelligently-controlled-leds","status":"publish","type":"post","link":"https:\/\/heliospectra.com\/nl\/blog\/research-paper-intelligently-controlled-leds\/","title":{"rendered":"Poster - Intelligent aangestuurde LED's"},"content":{"rendered":"<div class=\"row\"  id=\"row-428267414\">\n\n\n\t<div id=\"col-835658432\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n<div class=\"row align-center\"  id=\"row-20827059\">\n\n\n\t<div id=\"col-1969686591\" class=\"col medium-2 small-6 large-2\"  >\n\t\t\t\t<div class=\"col-inner\" style=\"background-color:rgb(0, 167, 109);\" >\n\t\t\t\n\t\t\t\n\n\t<div id=\"text-1888618525\" class=\"text\">\n\t\t\n\n<p>Onderzoek<\/p>\n\t\t\n<style>\n#text-1888618525 {\n  text-align: center;\n  color: rgb(255,255,255);\n}\n#text-1888618525 > * {\n  color: rgb(255,255,255);\n}\n<\/style>\n\t<\/div>\n\t\n\n\t\t<\/div>\n\t\t\t\t\n<style>\n#col-1969686591 > .col-inner {\n  border-radius: 34px;\n}\n<\/style>\n\t<\/div>\n\n\t\n\n<\/div>\n\t<div id=\"gap-383818925\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-383818925 {\n  padding-top: 30px;\n}\n<\/style>\n\t<\/div>\n\t\n\n<p><span style=\"color: #193330;\">Johan lindqvist from Heliospectra togehter with David Llewellyn &amp; Youbin Zheng from University of Guelph conducted how intelligently controlled LEDs can be used to more efficiently manage supplemental lighting in greenhouse production systems.\u00a0<\/span><\/p>\n\t<div id=\"text-1401930515\" class=\"text\">\n\t\t\n\n\n\t\t\n<style>\n#text-1401930515 {\n  text-align: center;\n}\n<\/style>\n\t<\/div>\n\t\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n<\/div>\n<div class=\"row\"  id=\"row-1140170528\">\n\n\n\t<div id=\"col-1512855922\" class=\"col medium-6 small-12 large-6\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_2136782935\">\n\t\t\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1792\" height=\"2560\" src=\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Poster-IHC_2018-Version-1.0-1.jpg\" class=\"attachment-original size-original\" alt=\"\u201c\u201d\" srcset=\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Poster-IHC_2018-Version-1.0-1.jpg 1792w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Poster-IHC_2018-Version-1.0-1-210x300.jpg 210w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Poster-IHC_2018-Version-1.0-1-717x1024.jpg 717w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Poster-IHC_2018-Version-1.0-1-768x1097.jpg 768w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Poster-IHC_2018-Version-1.0-1-1075x1536.jpg 1075w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Poster-IHC_2018-Version-1.0-1-1434x2048.jpg 1434w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Poster-IHC_2018-Version-1.0-1-300x429.jpg 300w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Poster-IHC_2018-Version-1.0-1-800x1143.jpg 800w\" sizes=\"auto, (max-width: 1792px) 100vw, 1792px\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n<style>\n#image_2136782935 {\n  width: 70%;\n}\n<\/style>\n\t<\/div>\n\t\n\n\t<div id=\"gap-1868504440\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-1868504440 {\n  padding-top: 30px;\n}\n<\/style>\n\t<\/div>\n\t\n\n<a class=\"button primary hs-cta-trigger-button hs-cta-trigger-button-140801909847\" style=\"border-radius:10px;\">\n\t\t<span>Downloaden<\/span>\n\t<\/a>\n\n\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-466283729\" class=\"col medium-6 small-12 large-6\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n<h3><span style=\"color: #193330;\">Introduction<\/span><\/h3>\n<p><span style=\"color: #193330;\">In greenhouse production, high pressure sodium (HPS) and light emitting diode (LED) supplemental lighting systems are normally controlled in an on\/off manner according to user programmed photoperiod and ambient light thresholds. The immediate response time and dimmability of LED technology enables more advanced automatic control of greenhouse supplemental lighting. The present study investigated cut gerbera production under threshold controlled HPS and under intelligently controlled LED using Heliospectra\u2019s HelioCORE\u2122 DLI controller. Both controllers were programmed to target a total daily light integral ( tDLI ) of 7 mol\u00b7m 2 d 1.<\/span><\/p>\n<h3><span style=\"color: #193330;\">Conclusions<\/span><\/h3>\n<ul>\n<li><span style=\"color: #193330;\">HelioCORE\u2122 DLI controller reduced light usage by 15% without harming gerbera productivity.<\/span><\/li>\n<li><span style=\"color: #193330;\">DLI controller achieved closer DLI targets, used less supplemental light, and hit the target DLI more frequently.<\/span><\/li>\n<li><span style=\"color: #193330;\">DLI controller excelled in avoiding excessive supplemental light compared to HPS.<\/span><\/li>\n<li><span style=\"color: #193330;\">Dynamic LED control can stabilize lighting and reduce energy costs, giving LEDs an edge over HPS in greenhouse lighting.<\/span><\/li>\n<\/ul>\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n<\/div>\n<div class=\"is-divider divider clearfix\" style=\"max-width:100%;height:1px;\"><\/div>\n\n<div class=\"row\"  id=\"row-1394351860\">\n\n\n\t<div id=\"col-1658920540\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n\t<div id=\"gap-1843262185\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-1843262185 {\n  padding-top: 30px;\n}\n<\/style>\n\t<\/div>\n\t\n\n\t<div id=\"text-1582272507\" class=\"text\">\n\t\t\n\n<h2>Gerelateerde inhoud<\/h2>\n\t\t\n<style>\n#text-1582272507 {\n  text-align: center;\n}\n<\/style>\n\t<\/div>\n\t\n<div class=\"row\"  id=\"row-42538347\">\n\n\n\t<div id=\"col-209546912\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\n\t<div id=\"gap-1158238242\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-1158238242 {\n  padding-top: 30px;\n}\n<\/style>\n\t<\/div>\n\t\n\n\n  \n    <div class=\"row gradient-posts large-columns-3 medium-columns-1 small-columns-1\" >\n  <div class=\"col post-item\" >\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<div class=\"box box-overlay dark box-text-bottom box-blog-post has-hover\">\n            \t\t\t\t\t<div class=\"box-image\" style=\"border-radius:2%;\">\n  \t\t\t\t\t\t<div class=\"image-cover\" style=\"padding-top:102%;\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/heliospectra.com\/nl\/blog\/growing-tomatoes-in-an-autonomous-greenhouse\/\" class=\"plain\" aria-label=\"Tomaten kweken in een autonome kas\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1709\" src=\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f085e03e2d80ec4c9873308_shutterstock_1104450200-scaled.jpg\" class=\"attachment-original size-original wp-post-image\" alt=\"tomaten\" srcset=\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f085e03e2d80ec4c9873308_shutterstock_1104450200-scaled.jpg 2560w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f085e03e2d80ec4c9873308_shutterstock_1104450200-300x200.jpg 300w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f085e03e2d80ec4c9873308_shutterstock_1104450200-1024x684.jpg 1024w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f085e03e2d80ec4c9873308_shutterstock_1104450200-768x513.jpg 768w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f085e03e2d80ec4c9873308_shutterstock_1104450200-1536x1025.jpg 1536w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f085e03e2d80ec4c9873308_shutterstock_1104450200-2048x1367.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t<\/a>\n  \t\t\t\t\t\t\t<div class=\"overlay\" style=\"background-color: rgba(0,0,0,.25)\"><\/div>  \t\t\t\t\t\t\t  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t\t  \t\t\t\t\t<\/div>\n          \t\t\t\t\t<div class=\"box-text text-left is-large\" >\n\t\t\t\t\t<div class=\"box-text-inner blog-post-inner\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<h5 class=\"post-title is-large\">\n\t\t\t\t\t\t<a href=\"https:\/\/heliospectra.com\/nl\/blog\/growing-tomatoes-in-an-autonomous-greenhouse\/\" class=\"plain\">Tomaten kweken in een autonome kas<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-divider\"><\/div>\n\t\t\t\t\t\t\t\t\t\t<p class=\"from_the_blog_excerpt\">\n\t\t\t\t\t\tThis webinar features the creators and winners of Wageningen University\u2019s Autonomous Greenhouse Challenge who share\t\t\t\t\t<\/p>\n\t\t\t\t\t                    \n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><div class=\"col post-item\" >\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<div class=\"box box-overlay dark box-text-bottom box-blog-post has-hover\">\n            \t\t\t\t\t<div class=\"box-image\" style=\"border-radius:2%;\">\n  \t\t\t\t\t\t<div class=\"image-cover\" style=\"padding-top:102%;\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/heliospectra.com\/nl\/blog\/heliolesson-2-light-intensity-and-basics-of-dli\/\" class=\"plain\" aria-label=\"helioLESSON 2: Lichtintensiteit en basisprincipes van DLI\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1696\" src=\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f183eff4cd25b7553f5de34_GettyImages-910448896-scaled.jpg\" class=\"attachment-original size-original wp-post-image\" alt=\"\u201c\u201d\" srcset=\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f183eff4cd25b7553f5de34_GettyImages-910448896-scaled.jpg 2560w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f183eff4cd25b7553f5de34_GettyImages-910448896-300x199.jpg 300w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f183eff4cd25b7553f5de34_GettyImages-910448896-1024x678.jpg 1024w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f183eff4cd25b7553f5de34_GettyImages-910448896-768x509.jpg 768w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f183eff4cd25b7553f5de34_GettyImages-910448896-1536x1017.jpg 1536w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5f183eff4cd25b7553f5de34_GettyImages-910448896-2048x1356.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t<\/a>\n  \t\t\t\t\t\t\t<div class=\"overlay\" style=\"background-color: rgba(0,0,0,.25)\"><\/div>  \t\t\t\t\t\t\t  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t\t  \t\t\t\t\t<\/div>\n          \t\t\t\t\t<div class=\"box-text text-left is-large\" >\n\t\t\t\t\t<div class=\"box-text-inner blog-post-inner\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<h5 class=\"post-title is-large\">\n\t\t\t\t\t\t<a href=\"https:\/\/heliospectra.com\/nl\/blog\/heliolesson-2-light-intensity-and-basics-of-dli\/\" class=\"plain\">helioLESSON 2: Lichtintensiteit en basisprincipes van DLI<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-divider\"><\/div>\n\t\t\t\t\t\t\t\t\t\t<p class=\"from_the_blog_excerpt\">\n\t\t\t\t\t\tPart 2 of our \"By Growers for Growers Educational Series\"! In this lesson our Technical\t\t\t\t\t<\/p>\n\t\t\t\t\t                    \n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><div class=\"col post-item\" >\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<div class=\"box box-overlay dark box-text-bottom box-blog-post has-hover\">\n            \t\t\t\t\t<div class=\"box-image\" style=\"border-radius:2%;\">\n  \t\t\t\t\t\t<div class=\"image-cover\" style=\"padding-top:102%;\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/heliospectra.com\/nl\/blog\/the-road-ahead-for-vertical-farming\/\" class=\"plain\" aria-label=\"De weg vooruit voor verticale landbouw\">\n\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"2309\" height=\"1732\" src=\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5ef8b3d80f5e2921563554d3_Vertical-Farm_Lettuce.jpg\" class=\"attachment-original size-original wp-post-image\" alt=\"sla\" srcset=\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5ef8b3d80f5e2921563554d3_Vertical-Farm_Lettuce.jpg 2309w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5ef8b3d80f5e2921563554d3_Vertical-Farm_Lettuce-300x225.jpg 300w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5ef8b3d80f5e2921563554d3_Vertical-Farm_Lettuce-1024x768.jpg 1024w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5ef8b3d80f5e2921563554d3_Vertical-Farm_Lettuce-768x576.jpg 768w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5ef8b3d80f5e2921563554d3_Vertical-Farm_Lettuce-1536x1152.jpg 1536w, https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/05\/5ef8b3d80f5e2921563554d3_Vertical-Farm_Lettuce-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 2309px) 100vw, 2309px\" \/>\t\t\t\t\t\t\t<\/a>\n  \t\t\t\t\t\t\t<div class=\"overlay\" style=\"background-color: rgba(0,0,0,.25)\"><\/div>  \t\t\t\t\t\t\t  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t\t  \t\t\t\t\t<\/div>\n          \t\t\t\t\t<div class=\"box-text text-left is-large\" >\n\t\t\t\t\t<div class=\"box-text-inner blog-post-inner\">\n\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t<h5 class=\"post-title is-large\">\n\t\t\t\t\t\t<a href=\"https:\/\/heliospectra.com\/nl\/blog\/the-road-ahead-for-vertical-farming\/\" class=\"plain\">De weg vooruit voor verticale landbouw<\/a>\n\t\t\t\t\t<\/h5>\n\t\t\t\t\t\t\t\t\t\t<div class=\"is-divider\"><\/div>\n\t\t\t\t\t\t\t\t\t\t<p class=\"from_the_blog_excerpt\">\n\t\t\t\t\t\tDesigned for vertical farmers, cultivatiors and operation teams looking to connect with industry leaders to\t\t\t\t\t<\/p>\n\t\t\t\t\t                    \n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div><\/div>\n\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n<\/div>\n\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Johan lindqvist from Heliospectra togehter with David Llewellyn &#038; Youbin Zheng from University of Guelph conducted how intelligently controlled LEDs can be used to more efficiently manage supplemental lighting in greenhouse production systems.\u00a0<\/p>","protected":false},"author":4,"featured_media":4924,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[96,99],"tags":[],"class_list":["post-4964","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-growers-centre-tag","category-research-papers"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Poster - Intelligently controlled LEDs<\/title>\n<meta name=\"description\" content=\"Research paper - Intelligently controlled LEDs: how it can be used to more efficiently manage supplemental lighting in greenhouse\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/heliospectra.com\/nl\/blog\/research-paper-intelligently-controlled-leds\/\" \/>\n<meta property=\"og:locale\" content=\"nl_NL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Poster - Intelligently controlled LEDs\" \/>\n<meta property=\"og:description\" content=\"Research paper - Intelligently controlled LEDs: how it can be used to more efficiently manage supplemental lighting in greenhouse\" \/>\n<meta property=\"og:url\" content=\"https:\/\/heliospectra.com\/nl\/blog\/research-paper-intelligently-controlled-leds\/\" \/>\n<meta property=\"og:site_name\" content=\"Heliospectra\" \/>\n<meta property=\"article:published_time\" content=\"2023-10-18T15:04:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-09T12:19:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Intellegent-LED-RP.png\" \/>\n\t<meta property=\"og:image:width\" content=\"570\" \/>\n\t<meta property=\"og:image:height\" content=\"321\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Emelie\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Geschreven door\" \/>\n\t<meta name=\"twitter:data1\" content=\"Emelie\" \/>\n\t<meta name=\"twitter:label2\" content=\"Geschatte leestijd\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/heliospectra.com\/blog\/research-paper-intelligently-controlled-leds\/\",\"url\":\"https:\/\/heliospectra.com\/blog\/research-paper-intelligently-controlled-leds\/\",\"name\":\"Poster - Intelligently controlled LEDs\",\"isPartOf\":{\"@id\":\"https:\/\/heliospectra.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/heliospectra.com\/blog\/research-paper-intelligently-controlled-leds\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/heliospectra.com\/blog\/research-paper-intelligently-controlled-leds\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Intellegent-LED-RP.png\",\"datePublished\":\"2023-10-18T15:04:21+00:00\",\"dateModified\":\"2025-10-09T12:19:35+00:00\",\"author\":{\"@id\":\"https:\/\/heliospectra.com\/#\/schema\/person\/0e9582a92fac37f577f8323f936f6e52\"},\"description\":\"Research paper - Intelligently controlled LEDs: how it can be used to more efficiently manage supplemental lighting in greenhouse\",\"breadcrumb\":{\"@id\":\"https:\/\/heliospectra.com\/blog\/research-paper-intelligently-controlled-leds\/#breadcrumb\"},\"inLanguage\":\"nl-NL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/heliospectra.com\/blog\/research-paper-intelligently-controlled-leds\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"nl-NL\",\"@id\":\"https:\/\/heliospectra.com\/blog\/research-paper-intelligently-controlled-leds\/#primaryimage\",\"url\":\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Intellegent-LED-RP.png\",\"contentUrl\":\"https:\/\/heliospectra.com\/wp-content\/uploads\/2023\/10\/Intellegent-LED-RP.png\",\"width\":570,\"height\":321,\"caption\":\"Graph showing the wasted PPFD from LED lights vs HPS lights\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/heliospectra.com\/blog\/research-paper-intelligently-controlled-leds\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/heliospectra.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Poster &#8211; 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