{"id":10816,"date":"2021-04-25T12:15:24","date_gmt":"2021-04-25T10:15:24","guid":{"rendered":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/?p=10816"},"modified":"2021-04-25T12:15:24","modified_gmt":"2021-04-25T10:15:24","slug":"self-driving","status":"publish","type":"post","link":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/2021\/04\/25\/self-driving\/","title":{"rendered":"Trucking\u2019s safer, self-driving future is around the corner"},"content":{"rendered":"<p style=\"text-align: justify;\">The efficiency that could come with Class 8 autonomous vehicles is nearly endless. But how safe can what equates to an 80,000-lb. robot be motoring among human-controlled vehicles on the interstate?<\/p>\n<p style=\"text-align: justify;\">By the end of this decade, trucks powered by supercomputers will be hauling freight across the country on some of the safest roads in a century. Driver assistance technologies on commercial and passenger vehicles are more prevalent each year, creating the potential to reduce road crashes caused by human error. As artificial intelligence (AI) grows more powerful, there won\u2019t be drivers operating some commercial vehicles running on major freight corridors.<\/p>\n<p style=\"text-align: justify;\">The efficiency that could come with Class 8 autonomous vehicles (AVs) is nearly endless. But how safe can what equates to an 80,000-lb. robot be motoring among human-controlled vehicles on the interstate? That is a question that Ariel Wolf, general counsel for the <a href=\"https:\/\/www.selfdrivingcoalition.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">Self-Driving Coalition<\/a>, welcomes.<\/p>\n<p style=\"text-align: justify;\">\u201cThe thing I try to emphasize is the baseline,\u201d Wolf told <i>FleetOwner<\/i>. \u201cWhat\u2019s the baseline today? We\u2019ve accepted \u2014 because we have no alternative \u2014 the level of death and destruction that occurs on the roads today. It\u2019s just something we\u2019ve grown accustomed to. It\u2019s not just the 36,000, 37,000 deaths; it\u2019s the 4 million injuries. People walk away with lifetime permanent injuries.\u201d<\/p>\n<p style=\"text-align: justify;\">At least 31,000 people have been killed each year in U.S. motor vehicle crashes since the end of World War II, <a href=\"https:\/\/injuryfacts.nsc.org\/motor-vehicle\/overview\/introduction\/#:~:text=Between%201913%20and%202019%2C%20motor,people%20died%20on%20the%20road.\" target=\"_blank\" rel=\"noopener noreferrer\">according to the National Safety Council<\/a>. \u201cThe conversation should be built on that baseline,\u201d Wolf said. \u201cPeople just end up jumping to the question: Is the technology safe or not? I think we know the technology will make the roads safer.<\/p>\n<p style=\"text-align: justify;\">\u201cWhile we address the important questions that come with new technology, particularly in the transportation sector,\u201d he continued, \u201cwe need to look at what it is we are living with today. And then ask ourselves \u2014 given all these questions and all these important issues that we\u2019re raising \u2014 will the deployment of this technology make us safer, more mobile, more efficient going forward? I think the answer is a clear \u2018yes\u2019 when it\u2019s framed that way.\u201d<\/p>\n<p style=\"text-align: justify;\"><span data-embed-type=\"image\" data-embed-id=\"607592653903c55f658b47d0\"><img class=\"lazyloaded aligncenter\" src=\"https:\/\/base.imgix.net\/files\/base\/ebm\/fleetowner\/image\/2021\/04\/Kodiak___Reflection_Profile.60759253d7bc7.png?auto=format&amp;fit=max&amp;w=1440\" alt=\"A Kodiak Robotics truck, which is controlled on-highway by artificial intelligence, hauls freight in Texas.\" data-src=\"https:\/\/base.imgix.net\/files\/base\/ebm\/fleetowner\/image\/2021\/04\/Kodiak___Reflection_Profile.60759253d7bc7.png?auto=format&amp;fit=max&amp;w=1440\" data-image-id=\"607592653903c55f658b47d0\" \/><\/span><\/p>\n<p style=\"text-align: justify;\"><span data-embed-type=\"image\" data-embed-id=\"607592653903c55f658b47d0\"><span class=\"caption\">A Kodiak Robotics truck, which is controlled on-highway by artificial intelligence, hauls freight in Texas.<\/span><span class=\"credit\">Photo: Kodiak Robotics<\/span><\/span><\/p>\n<h3 style=\"text-align: justify;\"><span lang=\"EN\">\u2018No longer conceptual\u2019 <\/span><\/h3>\n<p style=\"text-align: justify;\"><span lang=\"EN\">Right now, AVs are in the \u201ccrawl, walk, run approach,\u201d said Richard Beyer, vice president of engineering and R&amp;D at <a href=\"https:\/\/www.bendix.com\/en\/\" target=\"_blank\" rel=\"noopener noreferrer\">Bendix Commercial Vehicle Systems<\/a>. \u201cYou\u2019re starting with the easier types of traffic like divided highways in areas where you don\u2019t have too much crazy weather.\u201d <\/span><\/p>\n<p style=\"text-align: justify;\"><span lang=\"EN\">This is why the Southwestern U.S. was fertile ground for nascent commercial AV testing last decade. But the testing of self-driving commercial and passenger vehicles has <a href=\"https:\/\/www.fleetowner.com\/technology\/autonomous-vehicles\/article\/21704509\/autonomous-vehicle-development-isnt-just-for-the-sunny-southwest\" target=\"_blank\" rel=\"noopener noreferrer\">expanded into the more temperate climates<\/a> of the Midwest and East Coast in recent years. On public roads, divided highways offer the most potential for commercial vehicles. And it\u2019s not just testing. <\/span><\/p>\n<p style=\"text-align: justify;\"><span lang=\"EN\">\u201cIt\u2019s certainly no longer conceptual,\u201d said Daniel Goff, head of policy for <a href=\"https:\/\/kodiak.ai\/\" target=\"_blank\" rel=\"noopener noreferrer\">Kodiak Robotics<\/a>, an autonomous technology company focused on long-haul trucking. \u201cWe deliver freight every day for customers \u2014 real paying customers. That\u2019s really exciting. People don\u2019t necessarily realize that their latest iPhone might have been delivered by an autonomous truck.\u201d <\/span><\/p>\n<p style=\"text-align: justify;\"><span lang=\"EN\">Those self-driving Kodiak trucks still have a human behind the wheel to monitor the vehicle, just in case. But they are setting the foundation for America\u2019s driverless future.<\/span><\/p>\n<p style=\"text-align: justify;\">Unlike a self-driving passenger car, autonomous trucks don\u2019t need to be capable of handling highways and surface streets. \u201cOur model is a highway-focus model,\u201d Goff told FleetOwner. \u201cOur view of the technology is that you need to optimize for either highway driving or surface street driving. They are just very different applications.\u201d<\/p>\n<p style=\"text-align: justify;\">One of the most significant risks on surface streets for AI-driven vehicles is people doing unexpected things, such as a child chasing a ball into the street. It\u2019s one of the few areas where humans still have an advantage over those AI-powered supercomputers. \u201cPeople are pretty good at the unexpected,\u201d Goff noted. \u201cComputers and robots have a really hard time with the unexpected.\u201d<\/p>\n<p style=\"text-align: justify;\">Divided highways are a different challenge. Self-driving long-haul trucks are more focused on seeing far enough down the road to be prepared \u201cto stop an 80,000-lb. vehicle if something happens,\u201d Goff said. \u201cLong-range perception is really important.\u201d<\/p>\n<p style=\"text-align: justify;\"><span data-embed-type=\"image\" data-embed-id=\"60759265fdc914162b8b4a2d\"><img class=\" lazyloaded aligncenter\" src=\"https:\/\/base.imgix.net\/files\/base\/ebm\/fleetowner\/image\/2021\/04\/GettyImages_1264078564.6075925f89b04.png?auto=format&amp;fit=max&amp;w=1440\" alt=\"Getty Images 1264078564\" data-src=\"https:\/\/base.imgix.net\/files\/base\/ebm\/fleetowner\/image\/2021\/04\/GettyImages_1264078564.6075925f89b04.png?auto=format&amp;fit=max&amp;w=1440\" data-image-id=\"60759265fdc914162b8b4a2d\" \/><\/span><\/p>\n<p style=\"text-align: justify;\"><span data-embed-type=\"image\" data-embed-id=\"60759265fdc914162b8b4a2d\"><span class=\"credit\">Getty Images<\/span><\/span><\/p>\n<h3 style=\"text-align: justify;\">Long-range view<\/h3>\n<p style=\"text-align: justify;\">That long-range view isn\u2019t just about the lidar, radar, video, and other technologies that power the AI controlling autonomous trucks. Developers and OEMs are counting on AI to help keep supply chains secure as the trucking industry faces a growing driver shortage.<\/p>\n<p style=\"text-align: justify;\">\u201cWhat\u2019s easy about the commercial vehicle piece of the equation when we talk about automated driving is the benefit is huge for transportation,\u201d Bendix\u2019s Beyer told FleetOwner. \u201cThere is already a shortage of drivers today. When you don\u2019t have enough drivers, that means there are loads not being delivered because you can\u2019t deliver.\u201d<\/p>\n<p style=\"text-align: justify;\">Taking away those human burdens \u2014 such as <a href=\"https:\/\/www.fmcsa.dot.gov\/regulations\/hours-service\/summary-hours-service-regulations\" target=\"_blank\" rel=\"noopener noreferrer\">hours of service limitations<\/a> \u2014 could be one of the significant benefits of automation, Beyer noted. Even with drivers still in the cabs of AVs, they could rest or do other work as the trucks roll autonomously across the country. \u201cThat efficiency gain would be a big benefit to the fleet moving goods,\u201d he added.<\/p>\n<p style=\"text-align: justify;\">\u201cThe total cost of ownership and the payback for autonomy is ripe,\u201d Beyer said. \u201cThere is a big payback for commercial vehicles. Finding that sweet spot is what\u2019s driving a lot of development. For the startups that were originally looking at passenger cars and robo-taxis \u2014 those are coming too \u2014 the payback is longer out.<\/p>\n<p style=\"text-align: justify;\">\u201cWith commercial vehicles, if you look at the miles moving goods on divided highways in North America, there are a lot of miles that artificial intelligence could really bolster and help move goods through those corridors. This would have a significant payback even though you can\u2019t cover every single street in the U.S.,\u201d Beyer added.<\/p>\n<p style=\"text-align: justify;\">A dashcam video on Kodiak\u2019s website shows entirely human-disengaged runs back and forth between Dallas and Houston on Interstate 45. The video includes all 829 miles of driving over 13 hours and 11 minutes at 10-times speed and shows the Kodiak truck hanging out in the right lane of I-45 unless it has to move over for traffic entering the highway.<\/p>\n<p><center><iframe title=\"YouTube video player\" src=\"https:\/\/www.youtube.com\/embed\/qSWDeGsK7os\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><center><\/center><\/center><\/p>\n<p style=\"text-align: justify;\">Kodiak and other self-driving trucking companies see a depot-to-depot model emerging first.<\/p>\n<p style=\"text-align: justify;\">\u201cWe actually envision partnering with various types of infrastructure providers for what we call \u2018transfer hubs\u2019 or \u2018truck ports,\u2019\u201d Goff said, adding that is a fancy way to describe near-highway parking lots where a human driver would pick up a load from a distribution center, drive it to a truck port and switch the trailer out with an autonomous truck, and send the cargo on its way. The truck would drive autonomously along a divided highway to the truck port closest to its eventual destination, where another human driver would meet it and finish the delivery on surface roads.<\/p>\n<p style=\"text-align: justify;\">This model for trucking is \u201csomething we are all going to see pretty soon,\u201d Wolf, of the Self-Driving Coalition, believes. \u201cIt\u2019s one of those straightforward use cases that has a lot going for it.\u201d<\/p>\n<h3 style=\"text-align: justify;\">From testing to reality<\/h3>\n<p style=\"text-align: justify;\">But how does that divided highway, truck port model scale up from its current testing to truly driverless trucks?<\/p>\n<p style=\"text-align: justify;\">\u201cTo start with, we want to see it grow quickly, but it\u2019s going to take some time,\u201d Wolf of the Self-Driving Coalition said. \u201cSecondly, there are going to be for some period of time some level of monitors and technicians in the cabs.\u201d<\/p>\n<p style=\"text-align: justify;\">Bendix\u2019s Beyer believes the industry is on pace for truly driverless trucks on U.S. highways by 2030. \u201cIt\u2019s a larger subject because the vehicle itself needs to change pretty significantly from an architecture perspective,\u201d he said. \u201cYou have the AI players out there preparing to do the driving function for human drivers through the computer, or artificial intelligence. But for the rest of the vehicle itself, the architecture has to be able to handle not only the inputs \u2014 doing that is fairly easy \u2014 but have the redundancy that\u2019s required to keep the vehicle moving, even when you have some single-point failures.\u201d<\/p>\n<p style=\"text-align: justify;\">He explained that a truck with no human inside to control it can\u2019t suffer a failure of any kind in the middle of a highway. \u201cYou have to be able to finish the job to get the vehicle to a safe location, typically, to an exit, to a rest area, to the next depot,\u201d Beyer said. \u201cDepending on where you are on the highway, that could be minutes. That could be a half-hour. So, what you need to have is an architecture for the vehicle, especially for the safety systems like steering and braking. You have to have those fully operational, even in backup mode, to get the vehicle into a safe position where you\u2019re not affecting highway safety because you just parked in the middle of the road. That work is ongoing.\u201d<\/p>\n<p style=\"text-align: justify;\">Wolf said it\u2019s not just about redundancies but data based on the current AV testing going on across the country. \u201cIt\u2019s going to come down to the data generated by the testing and limited deployment that is underway right now,\u201d he explained. \u201cDoes that data warrant regulators to step in and say redundancies are needed? It really has to be data-driven.\u201d<\/p>\n<p style=\"text-align: justify;\">Wolf said there are countless hypothetical issues to consider, but what\u2019s most important is safety records. \u201cSafety is the key message in the AV truck space,\u201d he said. \u201cThe public shouldn\u2019t take a company\u2019s word for it. Let the data show how safe it is.\u201d<\/p>\n<p style=\"text-align: justify;\">Wolf added that comes with \u201ca regulatory environment that embraces the technology and prioritizes safety. Those two things are not opposite each other; those two things go hand-in-hand.\u201d<\/p>\n<p style=\"text-align: justify;\">\u201cAt least for the near term to mid-term, you\u2019re still going to have somebody in the driver\u2019s seat for most of these vehicles,\u201d Beyer said, \u201cwhether they\u2019re called a safety driver or something else. Then, at some point, you\u2019re going to see those vehicles without people inside them \u2014 for at least the corridor driving when the technology is ripe and has proven itself.\u201d<\/p>\n<p style=\"text-align: justify;\">This would also be coupled with more public understanding and \u201csocietal acceptance of the technology,\u201d Beyer said.<\/p>\n<p style=\"text-align: justify;\">That acceptance, Wolf anticipates, will come more quickly than some might expect as the U.S. public gets more used to AI in its everyday life over the rest of this decade.<\/p>\n<p style=\"text-align: justify;\">\u201cBut remember,\u201d Beyer stressed, \u201caircraft have been autonomous for over 30 years. They can basically land and take off on their own. But every plane I\u2019ve ever got on \u2014 even in the last few years \u2014 has a pilot and a co-pilot. And the reason they still have a pilot and a co-pilot is that there are still conditions that occur during a flight that an automated system isn\u2019t designed to handle \u2014 those real weird anomalies. Then, you\u2019re really happy you have a pilot and a co-pilot in there. For 95% or 97% of the flight, you probably don\u2019t really need a pilot or co-pilot. But it\u2019s because of regulation, and it\u2019s because of society acceptance and things like that this still makes sense.\u201d<\/p>\n<p style=\"text-align: justify;\">Kodiak&#8217;s Goff said he doesn\u2019t want to make a firm prediction of when AI-powered tractors like those his company are developing will be running without safety drivers on roads such as I-45 in Texas, but he said it would happen before 2030.<\/p>\n<p style=\"text-align: justify;\">\u201cThis is a technology that is coming \u2014 at least in certain lanes,\u201d he said. \u201cThe first driverless trucks are going to be on highways sooner than a lot of people think.\u201d<\/p>\n<h3 style=\"text-align: justify;\">How does a fleet prepare?<\/h3>\n<p style=\"text-align: justify;\">Wolf suggested fleets interested in getting into or just preparing for the AV future to follow the regulations. He said the <a href=\"https:\/\/www.transportation.gov\/av\/4\" target=\"_blank\" rel=\"noopener noreferrer\">Federal Motor Carrier Safety Administration<\/a> is \u201creally going to be front and center in a lot of this\u201d in the coming months.<\/p>\n<p style=\"text-align: justify;\">The Self-Driving Coalition leader said interested fleets could see this technology advance quickly this decade. And it\u2019s not too early to start talking with AI trucking developers and traditional OEMs about the self-driving future.<\/p>\n<p style=\"text-align: justify;\">\u201cThe technology is definitely coming,\u201d Bendix\u2019s Beyer said. \u201cJust like the battery-electric and fuel-cell type vehicles are coming because of environmental impacts, automation is coming. \u201cWe\u2019re in an interesting time with commercial vehicles. The technology changes that are happening in the next five to 10 years is probably more change than we\u2019ve seen in the last 30 or 40 years \u2014 in a much-shrunken timeframe.\u201d<\/p>\n<p style=\"text-align: justify;\">\u201cI keep telling engineers around here that I\u2019d love to be 18 again and starting a career because it\u2019s a very exciting time for the industry. But it is very, very complex, and that\u2019s why you have some of these AI players in here,\u201d Beyer said.<\/p>\n<p style=\"text-align: justify;\">\u201cWhen you look at these driver replacements, these are not simple computers. These are very high-end computers that have their own cooling systems because they\u2019re running so hot and have so much data processing \u2014 they\u2019re doing video processing, lidar processing \u2014 to do these corridor evaluations to understand how to maneuver the vehicle. It\u2019s not simple to replace a driver.\u201d<\/p>\n<p style=\"text-align: justify;\">While it\u2019s not a simple road ahead for truly driverless trucks, there\u2019s a lot of traffic on the path to autonomous Level 5 driving that could transform freight movement on U.S. roads this decade.<\/p>\n<p>&nbsp;<\/p>\n<p>By <span class=\"page-attribution__content-name\"><a href=\"https:\/\/www.fleetowner.com\/home\/contact\/21704597\/josh-fisher\">Josh Fisher<\/a><\/span><\/p>\n<p><span class=\"posted-by\">Source: <a href=\"https:\/\/www.fleetowner.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/www.fleetowner.com\/<\/a><\/span><\/p>\n<h3 style=\"text-align: center;\"><a href=\"https:\/\/advancedfleetmanagementconsulting.com\/eng\/consultancy\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>CUT COTS OF THE FLEET WITH OUR AUDIT PROGRAM<\/strong><\/a><\/h3>\n<p><a href=\"https:\/\/advancedfleetmanagementconsulting.com\/eng\/consultancy\/\"><img loading=\"lazy\" class=\"wp-image-5377 aligncenter\" src=\"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-content\/uploads\/sites\/3\/2020\/04\/nueva-ley-auditoria.jpg\" sizes=\"(max-width: 858px) 100vw, 858px\" srcset=\"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-content\/uploads\/sites\/3\/2020\/04\/nueva-ley-auditoria.jpg 2000w, https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-content\/uploads\/sites\/3\/2020\/04\/nueva-ley-auditoria-300x200.jpg 300w, https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-content\/uploads\/sites\/3\/2020\/04\/nueva-ley-auditoria-1024x682.jpg 1024w\" alt=\"\" width=\"858\" height=\"572\" \/><\/a><\/p>\n<p style=\"text-align: justify;\">The audit is a key tool to know the overall status and provide the analysis, the assessment, the advice, the suggestions and the actions to take in order to cut costs and increase the efficiency and efficacy of the fleet. We propose the following fleet management audit.<\/p>\n<h3 style=\"text-align: center;\"><a href=\"https:\/\/advancedfleetmanagementconsulting.com\/eng\/consultancy\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>FLEET MANAGEMENT AUDIT<\/strong><\/a><\/h3>\n","protected":false},"excerpt":{"rendered":"<p>The efficiency that could come with Class 8 autonomous vehicles is nearly endless. But how safe can what equates to an 80,000-lb. robot be motoring among human-controlled vehicles on the interstate? By the end of this decade, trucks powered by supercomputers will be hauling freight across the country on some of the safest roads in&#8230;<\/p>\n","protected":false},"author":3,"featured_media":10817,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[18],"tags":[28],"_links":{"self":[{"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/posts\/10816"}],"collection":[{"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/comments?post=10816"}],"version-history":[{"count":1,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/posts\/10816\/revisions"}],"predecessor-version":[{"id":10818,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/posts\/10816\/revisions\/10818"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/media\/10817"}],"wp:attachment":[{"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/media?parent=10816"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/categories?post=10816"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/advancedfleetmanagementconsulting.com\/eng\/wp-json\/wp\/v2\/tags?post=10816"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}