Autonomous Driving

removing-the-weakest-link-in-electrified,-autonomous-transport:-humans

Removing the weakest link in electrified, autonomous transport: humans


Hands-off charging could open the door to a revolution in autonomous freight.

An electric car charger plugs itself into a driverless cargo truck.

Driverless truck meets robot EV charger in Sweden as Einride and Rocsys work together. Credit: Einride and Rocsys

Driverless truck meets robot EV charger in Sweden as Einride and Rocsys work together. Credit: Einride and Rocsys

Thanks to our new global tariff war, the wild world of importing and exporting has been thrust into the forefront. There’s a lot of logistics involved in keeping your local Walmart stocked and your Amazon Prime deliveries happening, and you might be surprised at how much of that world has already been automated.

While cars from autonomy providers like Waymo are still extremely rare in most stretches of the open road, the process of loading and unloading cargo has become almost entirely automated at some major ports around the world. Likewise, there’s an increasing shift to electrify the various vehicles involved along the way, eliminating a significant source of global emissions.

But there’s been one sticking point in this automated, electrified logistical dream: plugging in. The humble act of charging still happens via human hands, but that’s changing. At a testing facility in Sweden, a company called Rocsys has demonstrated an automated charger that works with self-driving electric trucks from Einride in a hands-free and emissions-free partnership that could save time, money, and even lives.

People-free ports

Shipping ports are pretty intimidating places. Towering cranes stand 500 feet above the ground, swinging 30-ton cargo crates into the air and endlessly moving them from giant ships to holding pens and then turning around and sending off the next set of shipments.

A driverless truck heads out onto the road from a light industrial estate

This is Einride’s autonomous cargo truck. Credit: Einride

That cargo is then loaded onto container handlers that operate exclusively within the confines of the port, bringing the crates closer to the roads or rail lines that will take them further. They’re stacked again until the arrival of their next ride, semi-trucks for cargo about to hit the highway or empty rail cars for anything train-bound.

Believe it or not, that entire process happens autonomously at some of the most advanced ports in the world. “The APM terminal in Rotterdam port is, I would say, in the top three of the most advanced terminals in the world. It’s completely automated. There are hardly any people,” Crijn Bouman, the CEO and co-founder of Rocsys, said.

Eliminating the human factor at facilities like ports reduces cost and increases safety at a workplace that is, according to the CDC, five times more dangerous than average. But the one link in the chain that hasn’t been automated is recharging.

Those cargo haulers may be able to drive themselves to the charger, but they still can’t plug themselves in. They need a little help, and that’s where Rocsys comes in.

The person-free plug

The genesis of Rocsys came in 2017, when cofounder Bouman visited a fledgling robotaxi operator in the Bay Area.

“The vehicles were driving themselves, but after a couple of test laps, they would park themselves in the corner, and a person would walk over and plug them in,” Bouman said.

Bouman wouldn’t tell me which autonomy provider was operating the place, but he was surprised to see that the company was focused only on the wildly complex task of shuttling people from place to place on open roads. Meanwhile, the seemingly simple act of plugging and unplugging was handled exclusively by human operators.

A Rocsys charging robot extends its plug towards the EV charge port of a cargo truck.

No humans required. Credit: Einride and Rocsys

Fast-forward eight years, and The Netherlands-based Rocsys now has more than 50 automated chargers deployed globally, with a goal to install thousands more. While the company is targeting robotaxi operators for its automated charging solution, initial interest is primarily in port and fleet operators as those businesses become increasingly electrified.

Bouman calls Rocsys’s roboticized charger a “robotic steward,” a charming moniker for an arm that sticks a plug in a hole. But it’s all more complicated than that, of course.

The steward relies on an AI- and vision-based system to move an arm holding the charger plug. That arm offers six degrees of freedom and, thanks to the wonders of machine learning, largely trains itself to interface with new cars and new chargers.

It can reach high and low enough and at enough angles to cover everything from consumer cars to commercial trucks. It even works with plugs of all shapes and sizes.

The biggest complication? Manual charging flaps on some consumer cars. This has necessitated a little digital extension to the steward’s robotic arm. “We’ll have sort of a finger assembly to open the charge port cover, connect the plug, and also the system can close it. So no change to the vehicle,” Bouman said.

A Rocsys charging robot extends its plug towards the EV charge port of a cargo truck.

Manually opening charge port covers complicates things a bit. Credit: Einride and Rocsys

That said, Bouman hopes manufacturers will ditch manual charge port covers and switch to powered, automatic ones in future vehicles.

Automating the autonomous trucks

Plenty of companies around the globe are promising to electrify trucking, from medium-duty players like Harbinger to the world’s largest piece of rolling vaporware, the Tesla Semi. Few are actually operating the things, though.

Stockholm-based Einride is one of those companies. Its electric trucks are making deliveries every day, taking things a step further by removing the driver from the equation.

The wild-looking, cab-less autonomous electric transport (AET) vehicles, which would not look out of place thundering down the highway in any science-fiction movie, are self-driving in most situations. But they do have a human backup in the form of operators at what Einride’s general manager of autonomous technology, Henrik Green, calls control towers.

Here, operators can oversee multiple trucks, ensuring safe operation and handling any unexpected happenings on the road. In this way, a single person can operate multiple trucks from afar, only connecting when it requires manual intervention.

“The more vehicles we can use with the same workforce of people, the higher the efficiency,” he said.

Green said Einride has multiple remote control towers overseeing the company’s pilot deployments. Here in the US, Einride has been running a route at GE Appliance’s Selmer, Tennessee facility, where autonomous forklifts load cargo onto the autonomous trucks for hands-off hauling of your next refrigerator.

A woman monitors a video feed of an autonomous truck. A younger woman stands to her side.

The trucks are overseen remotely. Credit: Einride

Right now, the AETs must be manually plugged in by an on-site operator. It’s a minor task, but Green said that automating this process could be game-changing.

“There are, surprisingly, a lot of trucks today that are standing still or running empty,” Green said. Part of this comes down to poor logistical planning, but a lot is due to the human factor. “With automated electric trucks, we can make the transportation system more sustainable, more efficient, more resilient, and absolutely more safe.”

Getting humans out of the loop could result in Einride’s machines operating 24/7, only pausing to top off their batteries.

Self-charging, self-driving trucks could also help open the door to longer-distance deliveries without having to saddle them with giant batteries. Even with regular charging stops, these trucks could operate at a higher utilization than human-driven machines, which can only run for as long as their operators are legally or physically able to.

That could result in significant cost savings for businesses, and, since everything is electric, the environmental potential is strong, too.

“Around seven percent of the world’s global CO2 footprint today comes from land transportation, which is what we are addressing with electric heavy-duty transportation,” Green said.

Integrations and future potential

This first joining of a Rocsys robotic steward and an Einride AET took place at the AstaZero proving ground in Sandhult, Sweden, an automation test facility that has been a safe playground for driverless vehicles of all shapes and sizes for over a decade.

This physical connection between Rocsys and Einride is a small step, with one automated charger connected to one automated truck, compared to the nearly three million diesel-powered semis droning around our highways in the United States alone. But you have to start somewhere, and while bringing this technology to more open roads is the goal, closed logistics centers and ports are a great first step.

“The use case is simpler,” Bouman said. “There are no cats and dogs jumping, or children, or people on bicycles.”

And how complicated was it to connect Einride’s systems to those of the Rocsys robotic steward? Green said the software integration with the Rocsys system was straightforward but that “some adaptations” were required to make Einride’s machine compatible. “We had to make a ‘duct tape solution’ for this particular demo,” Green said.

Applying duct tape, at least, seems like a safe job for humans for some time to come.

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tesla-says-model-3-that-burst-into-flames-in-fatal-tree-crash-wasn’t-defective

Tesla says Model 3 that burst into flames in fatal tree crash wasn’t defective

Tesla says Model 3 that burst into flames in fatal tree crash wasn’t defective

Tesla has denied that “any defect in the Autopilot system caused or contributed” to the 2022 death of a Tesla employee, Hans von Ohain, whose Tesla Model 3 burst into flames after the car suddenly veered off a road and crashed into a tree.

“Von Ohain fought to regain control of the vehicle, but, to his surprise and horror, his efforts were prevented by the vehicle’s Autopilot features, leaving him helpless and unable to steer back on course,” a wrongful death lawsuit filed in May by von Ohain’s wife, Nora Bass, alleged.

In Tesla’s response to the lawsuit filed Thursday, the carmaker also denied that the 2021 vehicle had any defects, contradicting Bass’ claims that Tesla knew that the car should have been recalled but chose to “prioritize profits over consumer safety.”

As detailed in her complaint, initially filed in a Colorado state court, Bass believes the Tesla Model 3 was defective in that it “did not perform as safely as an ordinary consumer would have expected it to perform” and “the benefits of the vehicle’s design did not outweigh the risks.”

Instead of acknowledging alleged defects and exploring alternative designs, Tesla marketed the car as being engineered “to be the safest” car “built to date,” Bass’ complaint said.

Von Ohain was particularly susceptible to this marketing, Bass has said, because he considered Tesla CEO Elon Musk to be a “brilliant man,” The Washington Post reported. “We knew the technology had to learn, and we were willing to be part of that,” Bass said, but the couple didn’t realize how allegedly dangerous it could be to help train “futuristic technology,” The Post reported.

In Tesla’s response, the carmaker defended its marketing of the Tesla Model 3, denying that the company “engaged in unfair and deceptive acts or practices.”

“The product in question was not defective or unreasonably dangerous,” Tesla’s filing said.

Insisting in its response that the vehicle was safe when it was sold, Tesla again disputed Bass’ complaint, which claimed that “at no time after the purchase of the 2021 Tesla Model 3 did any person alter, modify, or change any aspect or component of the vehicle’s design or manufacture.” Contradicting this, Tesla suggested that the car “may not have been in the same condition at the time of the crash as it was at the time when it left Tesla’s custody.”

The Washington Post broke the story about von Ohain’s fatal crash, reporting that it may be “the first documented fatality linked to the most advanced driver assistance technology offered” by Tesla. In response to Tesla’s filing, Bass’ attorney, Jonathan Michaels, told The Post that his team is “committed to advocating fiercely for the von Ohain family, ensuring they receive the justice they deserve.”

Michaels told The Post that perhaps as significant as alleged autonomous driving flaws, the Tesla Model 3 was also allegedly defective “because of the intensity of the fire that ensued after von Ohain hit the tree, which ultimately caused his death.” According to the Colorado police officer looking into the crash, Robert Madden, the vehicle fire was among “the most intense” he’d ever investigated, The Post reported.

Lawyers for Bass and Tesla did not immediately respond to Ars’ request for comment.

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driverless-racing-is-real,-terrible,-and-strangely-exciting

Driverless racing is real, terrible, and strangely exciting

people showed up to watch —

The Abu Dhabi Autonomous Racing League proves it’s possible, just very hard.

Several brightly colored race cars are parked at a race course

Enlarge / No one’s entirely sure if driverless racing will be any good to watch, but before we find that out, people have to actually develop driverless race cars. A2RL in Abu Dhabi is the latest step down that path.

A2RL

ABU DHABI—We live in a weird time for autonomous vehicles. Ambitions come and go, but genuinely autonomous cars are further off than solid-state vehicle batteries. Part of the problem with developing autonomous cars is that teaching road cars to take risks is unacceptable.

A race track, though, is a decent place to potentially crash a car. You can take risks there, with every brutal crunch becoming a learning exercise. (You’d be hard-pressed to find a top racing driver without a few wrecks smoldering in their junior career records.)

That’s why 10,000 people descended on the Yas Marina race track in Abu Dhabi to watch the first four-car driverless race.

Test lab

The organizers of the Abu Dhabi Autonomous Racing League (A2RL) event didn’t brief me on what to expect, so I wasn’t sure if we would see much car movement. Not because the project was likely to fail—it certainly had a lot of hardware and software engineering behind it, not to mention plenty of money. But creating a high-speed, high-maneuverability vehicle that makes its own choices is an immense challenge.

Just running a Super Formula car—the chassis modified for the series—is a big task for any race team, even with an expert driver in the cockpit. I was ready to be impressed if teams got out of the pit lane without the engine stalling.

But the cars did run. Lap times weren’t close to those of a human driver or competitive across the field, but the cars did repeatedly negotiate the track. Not every car was able to do quick laps, but the ones that did looked like actual race cars being driven on a race track. Even the size of the crashes showed that the teams were finding the confidence to begin pushing limits.

Each of these Dallara Super Formula cars has been modified by its team to operate without a human driver onboard or in control.

Enlarge / Each of these Dallara Super Formula cars has been modified by its team to operate without a human driver onboard or in control.

A2RL

Is it the future of motorsport? Probably not. But it was an interesting test lab. After a year of development, six weeks of code-jam crunch, 14 days of practice, and one event, teams are going home with suitcases full of data and lessons they can use next year.

The track and the cars

A2RL is one of three competitions being run by Aspire, the “technology transition pillar” of Abu Dhabi’s Advanced Technology Research Council.

Yas is an artificial island built as a leisure attraction, housing theme parks and hotels alongside the circuit, with an influencer photo opportunity around every corner. The island was the focus of the Emirate restyling itself for tourism, and its facilities now play secondary host to another image makeover as a technology hub. An F1 track is now finding a second use as a testing lab, and it’s probably the only track in the region that could afford the kind of excess that two weeks of round-the-clock, floodlit, robotic testing represents.

Although the early ambition was to use Formula 1 cars to reflect Yas Marina’s purpose as a circuit, the cost compared to a Super Formula car was absurd. Plus, it would have required eight identical F1 chassis. Even in the days of unrestricted F1 budgets, few teams could afford that many chassis in a season.

So Aspire’s Technology Innovation Institute (TII) went to the manufacturer Dallara, which supplies almost every high-level single-seater chassis, including parts of some F1 cars, but also every IndyCar, Super Formula, Formula E, Formula 2, and Formula 3 car, plus a whole array of endurance prototypes. Dallara was also involved in the 2021 Indy Autonomous Challenge via the IndyNXT chassis.

TII in Abu Dhabi was also involved in the Indy Autonomous Challenge as part of a university’s team, so it got to see how the cars had been rapidly adapted to accommodate a robotic “driver.”

  • The computer that controls the driving and interprets the sensor stack, situated in the cockpit—almost like a human driver.

    Hazel Southwell

  • The Meccanica42 actuators that operate throttle, brake, and steering onboard the adjusted SF23 chassis.

    Hazel Southwell

  • L-R: The robotic array that sits lower in the car’s cockpit for the actuators to operate the car, and the computer that sits above it for maximum ventilation.

    Hazel Southwell

  • A look at one of the car’s sensor pods.

    A2RL

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this-is-volvo’s-production-ready-fully-autonomous-class-8-truck

This is Volvo’s production-ready fully autonomous Class 8 truck

still need a human to hook up the trailer —

Some believe autonomous trucks are the answer to a shortage of truck drivers.

A Volvo VNL truck covered in autonomous driving sensors

Enlarge / Aurora’s sensors festoon this Volvo VNL class 8 truck.

Volvo Trucks

Recently, we took a look at Volvo’s VNL new Class 8 heavy truck developed for the North American market. Last night at the ACT Expo trade show, the company debuted a new variant, called the VNL Autonomous. The name should give it away—this truck has been designed to drive itself using autonomous tech from the startup Aurora.

The VNL Autonomous has been designed for SAE level 4 autonomy and combines long-range lidar with radar, cameras, and other sensors. Input from these sensors is processed by a redundant pair of computers running Aurora’s AI software. Aurora has been a partner with Volvo Autonomous Solutions for some years now, working on hub-to-hub driverless freight systems for the North American market.

“Our platform engineering approach prioritizes safety by incorporating high-assurance redundancy systems designed to mitigate potential emergency situations,” said Volvo Autonomous Solutions’ chief product officer Shahkh Kazmi. “We built the Volvo VNL Autonomous from the ground up, integrating these redundancy systems to ensure that every safety-critical component is intentionally duplicated, thereby significantly enhancing both safety and reliability.”

This is the first production-ready system from this partnership, and the two companies say the truck has driven more than 1.5 million miles (2.4 million km) on public roads in testing and billions of miles in simulated environments.

“This truck combines Aurora’s industry-leading self-driving technology with Volvo’s best-in-class truck, designed specifically for autonomy, making it a must-have for any transport provider that wants to strengthen and grow their business,” said Sterling Anderson, cofounder and chief product officer at Aurora.

Autonomous trucking remains of interest to the freight industry due to ongoing shortages of commercial drivers. But the future of Class 8 heavy trucks carrying cargo with no human on board may still be some time off. The California Legislature is again trying to pass a law that would require a trained human to be present aboard any autonomous vehicle weighing more than 10,001 lbs (4,536 kg); a similar bill was vetoed in 2023 by California Governor Gavin Newsom.

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