{"id":35677,"date":"2022-02-17T20:02:27","date_gmt":"2022-02-17T19:02:27","guid":{"rendered":"https:\/\/andyor.com\/amr-vehiculos-autonomos\/"},"modified":"2023-02-27T11:10:14","modified_gmt":"2023-02-27T10:10:14","slug":"amr-autonomous-vehicle","status":"publish","type":"post","link":"https:\/\/andyor.com\/en\/amr-autonomous-vehicle\/","title":{"rendered":"AMR: the new generation of autonomous vehicles"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-image-element \" style=\"text-align:center;--awb-max-width:800px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" width=\"1024\" height=\"577\" alt=\"andyor forklift end of line \" title=\"andyor_forklift-end.of.line_web\" src=\"https:\/\/andyor.com\/wp-content\/uploads\/2022\/04\/andyor_forklift-end.of_.line_web-1024x577.jpg\" class=\"img-responsive wp-image-34858\" srcset=\"https:\/\/andyor.com\/wp-content\/uploads\/2022\/04\/andyor_forklift-end.of_.line_web-200x113.jpg 200w, https:\/\/andyor.com\/wp-content\/uploads\/2022\/04\/andyor_forklift-end.of_.line_web-400x225.jpg 400w, https:\/\/andyor.com\/wp-content\/uploads\/2022\/04\/andyor_forklift-end.of_.line_web-600x338.jpg 600w, https:\/\/andyor.com\/wp-content\/uploads\/2022\/04\/andyor_forklift-end.of_.line_web-800x451.jpg 800w, https:\/\/andyor.com\/wp-content\/uploads\/2022\/04\/andyor_forklift-end.of_.line_web.jpg 1191w\" sizes=\"(max-width: 1024px) 100vw, (max-width: 640px) 100vw, 1024px\" \/><\/span><\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:15px;margin-bottom:15px;width:100%;\"><\/div><div class=\"fusion-text fusion-text-1\" style=\"--awb-text-transform:none;\"><p style=\"text-align: center;\"><span style=\"font-weight: 400;\">An AMR, or Autonomous Vehicle, is a robot in which operation occurs without direct driver intervention or pre-configured scripts to control steering, acceleration, and braking.<\/span><\/p>\n<\/div><div class=\"fusion-separator fusion-full-width-sep\" style=\"align-self: center;margin-left: auto;margin-right: auto;margin-top:15px;margin-bottom:15px;width:100%;\"><\/div><div class=\"fusion-text fusion-text-2\" style=\"--awb-text-transform:none;\"><h2><b>From automated to autonomous systems: What is the difference?<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Currently, the terms automated and autonomous are frequently used, and their meanings are often confused and interchanged, but it must be clear that they are different concepts.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Automated machine:<\/b><span style=\"font-weight: 400;\"> can perform a defined set of tasks following specific instructions with minimal human intervention.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Autonomous machine: <\/b><span style=\"font-weight: 400;\">it has intelligence to make decisions in new or unexpected situations. These machines may have the ability to learn as they encounter new situations.<\/span><\/li>\n<\/ul>\n<h2><b>AMR vs AGV\u00a0<\/b><\/h2>\n<p><b>Autonomous Mobile Robots (AMRs) and Automated Guided Vehicles (AGVs)<\/b><span style=\"font-weight: 400;\"> are also often confused. Each system operates with different technology, and therefore has different capabilities and applications.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">An <\/span><b>AMR<\/b><span style=\"font-weight: 400;\"> is a robot in which operation occurs without direct driver intervention or pre-configured scripts to control steering, acceleration, and braking.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Within an industrial setting, <\/span><span style=\"font-weight: 400;\"><a href=\"https:\/\/andyor.com\/en\/mobile-robotics\/#platform\">AMR autonomous mobile robot<\/a> <\/span><span style=\"font-weight: 400;\">use laser-based navigation and perception algorithms to move dynamically through the facility, free of infrastructure. Machine learning capabilities allow the robot to become more efficient and accurate as it encounters new situations.\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/andyor.com\/en\/mobile-robotics\/#towing\"><span style=\"font-weight: 400;\">AGV automated guided vehicle<\/span><\/a><span style=\"font-weight: 400;\"> is an unmanned vehicle that is controlled by pre-programmed software to move materials around a facility. AGVs are based on guidance devices such as magnetic tape, beacons or QR codes that allow the vehicle to move along fixed paths in a controlled space. Lasers and sensors detect obstacles in your path and act on the vehicle to bring it to a stop automatically. <\/span><\/p>\n<\/div><div class=\"fusion-image-element \" style=\"text-align:center;--awb-max-width:1200px;--awb-caption-title-font-family:var(--body_typography-font-family);--awb-caption-title-font-weight:var(--body_typography-font-weight);--awb-caption-title-font-style:var(--body_typography-font-style);--awb-caption-title-size:var(--body_typography-font-size);--awb-caption-title-transform:var(--body_typography-text-transform);--awb-caption-title-line-height:var(--body_typography-line-height);--awb-caption-title-letter-spacing:var(--body_typography-letter-spacing);\"><span class=\" fusion-imageframe imageframe-none imageframe-2 hover-type-none\" style=\"border-radius:10px;\"><img decoding=\"async\" width=\"966\" height=\"275\" alt=\"AMR\" title=\"amr\" src=\"https:\/\/andyor.com\/wp-content\/uploads\/2022\/02\/amr.jpg\" class=\"img-responsive wp-image-34637\" srcset=\"https:\/\/andyor.com\/wp-content\/uploads\/2022\/02\/amr-200x57.jpg 200w, https:\/\/andyor.com\/wp-content\/uploads\/2022\/02\/amr-400x114.jpg 400w, https:\/\/andyor.com\/wp-content\/uploads\/2022\/02\/amr-600x171.jpg 600w, https:\/\/andyor.com\/wp-content\/uploads\/2022\/02\/amr-800x228.jpg 800w, https:\/\/andyor.com\/wp-content\/uploads\/2022\/02\/amr.jpg 966w\" sizes=\"(max-width: 1024px) 100vw, (max-width: 640px) 100vw, 966px\" \/><\/span><\/div><div class=\"fusion-text fusion-text-3\" style=\"--awb-text-transform:none;\"><p style=\"text-align: center;\"><span style=\"font-size: 10pt;\"><b>Figure 1. Comparison of AGV installation with physical guidance (left) with respect to AMR (right).<\/b><\/span><\/p>\n<\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-text-transform:none;\"><h3><b>We compare the main characteristics that differentiate an AGV from an AMR:<\/b><b><\/b><\/h3>\n<p><b>1-. FLEXIBILITY AND VERSATILITY<\/b><\/p>\n<p><span style=\"font-weight: 400;\">AGVs need fixed installations. They follow predefined paths using beacons, QR codes or magnetic tape. Compared to <\/span><b>AMRs<\/b><span style=\"font-weight: 400;\"> that do not require external infrastructure for navigation, which makes implementation simple, fast and flexible. Therefore, these facilities do not require maintenance.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In addition, AMRs have the ability to dynamically avoid and move around obstacles to continue to the destination, reducing downtime. No human interaction required.<\/span><\/p>\n<p><b>2-. EASILY SCALABLE<\/b><\/p>\n<p><span style=\"font-weight: 400;\">AGVs can be added if the facility supports the necessary infrastructure requirements. Future expansions and lay-out changes must be planned.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For <\/span><b>autonomous mobile robots (AMR)<\/b><span style=\"font-weight: 400;\"> no infrastructure renovations or facility planning for future expansions or modifications are required. The software is capable of adding new vehicles that support the existing ones, based on the same previously configured work rules or performing new tasks in collaboration.<\/span><\/p>\n<p><b>3-. INTELLIGENT<\/b><\/p>\n<p><span style=\"font-weight: 400;\">In AGVs due to the necessary infrastructure, intelligence is not required. AMRs, by contrast, are intelligent vehicles.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Onboard intelligence allows AMRs to adapt to changes in the environment. Machine learning collects data and updates the shared fleet map with the learned parameters.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AMRs learn which routes are the fastest and can take the optimal routes, even in unpredictable environments.<\/span><\/p>\n<p><b>4-. USABILITY<\/b><b><\/b><\/p>\n<p><span style=\"font-weight: 400;\">AGVs are designed to perform simple tasks, but are rigid to set up and operate, and more complex and expensive.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">For AMRs, the implementation includes an initial mapping setup and then setting up zones and points of interest on the map in the fleet manager.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Changes to production lines or layout layouts are easily implemented.<\/span><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_2_3 2_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:66.666666666667%;--awb-margin-top-large:0px;--awb-spacing-right-large:2.88%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:2.88%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-5\" style=\"--awb-text-transform:none;\"><h3><b>AMR P Series \u2013 VIDEOS<\/b><\/h3>\n<\/div><div class=\"fusion-builder-row fusion-builder-row-inner fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"--awb-flex-grow:0;--awb-flex-grow-medium:0;--awb-flex-grow-small:0;--awb-flex-shrink:0;--awb-flex-shrink-medium:0;--awb-flex-shrink-small:0;width:104% !important;max-width:104% !important;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-0 fusion_builder_column_inner_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube video player 1\" src=\"https:\/\/www.youtube.com\/embed\/MRVRlU3Bb-4?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column_inner fusion-builder-nested-column-1 fusion_builder_column_inner_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:3.84%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:3.84%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube video player 2\" src=\"https:\/\/www.youtube.com\/embed\/NZ2WGa7q5Nw?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_3 1_3 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:33.333333333333%;--awb-margin-top-large:0px;--awb-spacing-right-large:5.76%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:5.76%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-6\" style=\"--awb-text-transform:none;\"><h3><b>AMR F Series \u2013 VIDEOS<\/b><\/h3>\n<\/div><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube video player 3\" src=\"https:\/\/www.youtube.com\/embed\/pMqXALs_sT4?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"<p>An AMR, or Autonomous Vehicle, is a robot in which operation occurs without direct driver intervention or pre-configured scripts to control steering, acceleration, and braking. <\/p>\n","protected":false},"author":1,"featured_media":34858,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[292],"tags":[],"class_list":["post-35677","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AMR: the new generation of autonomous vehicles<\/title>\n<meta name=\"description\" content=\"From automated to autonomous systems. 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