{"id":153,"date":"2013-12-19T11:18:31","date_gmt":"2013-12-19T11:18:31","guid":{"rendered":"http:\/\/grauonline.de\/cms2\/?page_id=153"},"modified":"2022-01-09T19:54:15","modified_gmt":"2022-01-09T19:54:15","slug":"custom-hardware-software-solutions","status":"publish","type":"page","link":"https:\/\/main.grauonline.de\/de\/custom-hardware-software-solutions\/","title":{"rendered":"Entwicklung autonomer Roboter"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"153\" class=\"elementor elementor-153\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-32bba86d elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"32bba86d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-24636373 jltma-glass-effect-no\" data-id=\"24636373\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f0ab128 jltma-glass-effect-no elementor-widget elementor-widget-text-editor\" data-id=\"f0ab128\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\n<p>We build autpilot software (localization, mapping, path planning, navigation, obstacle avoidance etc.) and hardware components (PCB, motor controllers for steering, traction etc.) for autonomous self-driving robots for various applications:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>small robotic garden mowers (rotary mower, reel mower, &#8230;)<\/li><li>ride-on mower conversions (e.g. golf mower)<\/li><li>snow blower robots<\/li><li>indoor \/ outdoor transport robots<\/li><li>seed and plant robots<\/li><li>leaf \/ weed removal robots<\/li><li>etc. <\/li><\/ul>\n\n\n\n<p>Below you can find two examples of software and hardware components for self-driving robotic lawn mowers we built.<\/p>\n\n\n\n<p> <\/p>\n\n\n<p><a href=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2019\/09\/self_driving_mowers.jpg\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-2231 aligncenter\" src=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2019\/09\/self_driving_mowers.jpg\" alt=\"self_driving_mowers\" width=\"631\" height=\"461\" srcset=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2019\/09\/self_driving_mowers.jpg 1021w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2019\/09\/self_driving_mowers-300x219.jpg 300w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2019\/09\/self_driving_mowers-768x561.jpg 768w\" sizes=\"(max-width: 631px) 100vw, 631px\" \/><\/a><\/p>\n<p>1. Turn your <strong>park or sports field mower<\/strong> into an <strong>autonomous mower<\/strong> with precise virtual perimeter mowing, obstacle detection, arbitrary mowing patterns, arbitrary turns etc.:<\/p>\n<ul>\n<li><strong>Autonomous mower retrofit kit <\/strong>(autopilot for RTK-GPS based localization, radar-based obstacle detection)<\/li>\n<li><strong>Autopilot software<\/strong> (automatic mapping &amp; path tracking) for autonomous mowers<\/li>\n<li><strong>Mobile apps<\/strong> for autonomous mowers (Android and iPhone)<\/li>\n<\/ul>\n<p><strong>Autopilot software features:<\/strong><\/p>\n<p><a href=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_mowers_sw.png\"><img decoding=\"async\" class=\"aligncenter wp-image-2223\" src=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_mowers_sw.png\" alt=\"self_driving_mowers_sw\" width=\"524\" height=\"341\" srcset=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_mowers_sw.png 852w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_mowers_sw-300x195.png 300w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_mowers_sw-768x500.png 768w\" sizes=\"(max-width: 524px) 100vw, 524px\" \/><\/a><\/p>\n<ul>\n<li><strong>cm-precise<\/strong> mowing (based on RTK -GPS localization)<\/li>\n<li><strong>arbitrary shapes<\/strong> and <strong>mowing patterns <\/strong>(can be adjusted to your target domain, football ground, farming, park, private garden etc.)<strong><br><\/strong><\/li>\n<li><strong>automatic mapping<\/strong> of the path layout after learning the perimeter (can be adjusted to your target domain like football ground, farming, park, private garden, golf course etc.)<\/li>\n<li>shortest-path finding with <strong>obstacle avoidance<\/strong><\/li>\n<li>arbitrary clearance distance to <strong>perimeter and obstacles<\/strong><\/li>\n<li><strong>adjustable<\/strong> to other hardware (e.g. <strong>riding mowers, seed and plant robots<\/strong>), different types of steerings like differential wheel steering or ackerman steering and path planning and tracking<\/li>\n<\/ul>\n<p><strong>Sports field mower retrofit kit <\/strong>overview<strong>:<br><\/strong><\/p>\n<p><a href=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_golf_mower_components1.png\"><img decoding=\"async\" class=\"alignnone wp-image-2227\" src=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_golf_mower_components1.png\" alt=\"self_driving_golf_mower_components1\" width=\"541\" height=\"259\" srcset=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_golf_mower_components1.png 950w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_golf_mower_components1-300x144.png 300w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_golf_mower_components1-768x368.png 768w\" sizes=\"(max-width: 541px) 100vw, 541px\" \/><\/a><\/p>\n<p>The front (and rear) obstacle detection can detect people, trees etc. and smaller objects. The autonomous mower will slow down when objects are approaching and stop when objects are getting too near.<br><a href=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/golf_mower_radar1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-medium wp-image-2579 alignnone\" src=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/golf_mower_radar1-300x300.png\" alt=\"golf_mower_radar1\" width=\"300\" height=\"300\" srcset=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/golf_mower_radar1-300x300.png 300w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/golf_mower_radar1-150x150.png 150w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/golf_mower_radar1.png 832w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p>Testing camera-based detection of balls and flagpoles (detection works at night and day):<\/p>\n<p><iframe src=\"https:\/\/www.youtube.com\/embed\/28P2N7QEBkU\" allowfullscreen=\"allowfullscreen\" width=\"560\" height=\"315\" frameborder=\"0\"><\/iframe><\/p>\n<p>Autonomous mower test at Golfclub Herford e.V., Germany:<\/p>\n<p><iframe src=\"https:\/\/www.youtube.com\/embed\/OJAXBv9m4zk\" allowfullscreen=\"allowfullscreen\" width=\"560\" height=\"315\" frameborder=\"0\"><\/iframe><\/p>\n<p>Path planning and tracking for larger robots (sports field, park, private garden etc.):<\/p>\n<p><iframe src=\"https:\/\/www.youtube.com\/embed\/66Q8PyCkjZY\" allowfullscreen=\"allowfullscreen\" width=\"560\" height=\"315\" frameborder=\"0\"><\/iframe><\/p>\n<p>User interface:<\/p>\n<p><iframe title=\"self driving ride-on mower - user interface (automatic steering mode)\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/C_Hlqz8VVf4?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p><iframe title=\"self-driving ride-on mower - user interface tour\" width=\"1140\" height=\"641\" src=\"https:\/\/www.youtube.com\/embed\/0cdN0NBtigw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<h2>It&#8217;s time to become a smart green-keeper<\/h2>\n<p><a href=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/mower_evolution.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2252 alignnone\" src=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/mower_evolution.png\" alt=\"mower_evolution\" width=\"514\" height=\"156\"><\/a><\/p>\n<hr>\n<p>2. Autonomous <strong>garden lawn mower<\/strong>, path planning and cm-precise tracking for small robots:<\/p>\n<p><a href=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_ardumower_components1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft wp-image-2244\" src=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_ardumower_components1.png\" alt=\"self_driving_ardumower_components1\" width=\"404\" height=\"204\" srcset=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_ardumower_components1.png 761w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_ardumower_components1-300x151.png 300w\" sizes=\"(max-width: 404px) 100vw, 404px\" \/><\/a><\/p>\n<p><iframe src=\"https:\/\/www.youtube.com\/embed\/cuuH1ZbjL1I\" allowfullscreen=\"allowfullscreen\" width=\"560\" height=\"315\" frameborder=\"0\"><\/iframe><\/p>\n<p>Ground obstacle detection (obstacles, animals, humans) in sunlight &#8211; robot stops when obstacle detected:<\/p>\n<p><iframe src=\"https:\/\/www.youtube.com\/embed\/C0oyLbS3bu8\" allowfullscreen=\"allowfullscreen\" width=\"560\" height=\"315\" frameborder=\"0\"><\/iframe><\/p>\n<p>Ground obstacle detection (obstacles, animals, humans) in darkness &#8211; left side shows RGB image, right side shows depth image and detections. Works at day and night:<\/p>\n<p><iframe src=\"https:\/\/www.youtube.com\/embed\/oL8B9QuToE8\" allowfullscreen=\"allowfullscreen\" width=\"560\" height=\"315\" frameborder=\"0\"><\/iframe><\/p>\n<p>Example web interfaces we did built for autonomous garden mowers:<\/p>\n<p><strong>3. Web interface for Bosch Indego robotic lawn mowers<\/strong><\/p>\n<p><a href=\"http:\/\/main.grauonline.de\/de\/wordpress\/?page_id=219\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2192\" src=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/indego_web_interface1-700x824.png\" alt=\"indego_web_interface1-700x824\" width=\"562\" height=\"662\" srcset=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/indego_web_interface1-700x824.png 700w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/indego_web_interface1-700x824-255x300.png 255w\" sizes=\"(max-width: 562px) 100vw, 562px\" \/><\/a><\/p>\n<hr>\n<p>Components for self-driving mowers:<\/p>\n<p><a href=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_components.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-large wp-image-2528\" src=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_components-827x1024.png\" alt=\"self_driving_components\" width=\"620\" height=\"768\" srcset=\"https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_components-827x1024.png 827w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_components-242x300.png 242w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_components-768x951.png 768w, https:\/\/main.grauonline.de\/wp-content\/uploads\/2013\/12\/self_driving_components.png 847w\" sizes=\"(max-width: 620px) 100vw, 620px\" \/><\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2031a67 elementor-section-boxed elementor-section-height-default elementor-section-height-default jltma-glass-effect-no\" data-id=\"2031a67\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5ecfd31 jltma-glass-effect-no\" data-id=\"5ecfd31\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-baee300 elementor-align-center jltma-glass-effect-no elementor-widget elementor-widget-button\" data-id=\"baee300\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-arrow-alt-circle-up\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Zur\u00fcck zur Startseite!<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>We build autpilot software (localization, mapping, path planning, navigation, obstacle avoidance etc.) and hardware components (PCB, motor controllers for steering,&hellip;<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-153","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v16.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Autonomous Robots Engineering - Grau GmbH Hardware &amp; 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