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XPeng completed its fourth annual 1024 Tech Day in China today, highlighting several of its latest technological breakthroughs in electric mobility. The presentation included several advancements in autonomous driving, robotic animals, and self-evolving AI platforms. Additionally, XPeng Inc. shared that its sixth generation eVTOL – the closest thing we’ve seen to an actual flying car – completed its maiden flight. Lots to unfold here, so let’s get started.

Table of contents

Quick recap leading up to XPeng’s Tech Day 2022

XPeng Inc. ($XPEV) is a Chinese EV manufacturer founded in 2014 in Guangzhou that is made up of XPeng Motors and XPeng AeroHT, formerly known as XPeng Huitian – which specializes in Urban Air Mobility (UAM).

In addition to manufacturing EVs and electric vertical takeoff and landing (eVTOL) vehicles, XPeng develops its own software and charging products and has begun dipping into other ventures like robotics as well.

During last year’s 1024 Tech Day, XPeng revealed advancements to its XPILOT ADAS, “X Power” superchargers, and a robotic pony prototype equipped with LiDAR. XPeng wrapped last year’s Tech Day with what was probably its coolest announcement: the debut of its sixth generation eVTOL – the first to actually be worthy of the term “flying car.”

Previous versions of its eVTOLs didn’t have wheels but were based around the XPeng’s P7 EV architecture, so the UAM division still used the term “flying car.” However, AeroHT’s latest model can traverse both roads and air and has recently completed its maiden flight. More on that below.

XPeng Tech Day

Big upgrades to XPeng’s XNGP ADAS

When it debuted on the automaker’s G9 SUV in September, XNGP (navigation-guided pilot) was announced as XPeng’s last step before achieving fully autonomous driving. XNGP combines all scenarios of the automaker’s existing ADAS capabilities (highway, city, parking) into one holistic system that will soon no longer require high-precision maps to function – essentially opening up its availability to any and all areas.

At Tech Day 2022, XPeng shared that XNGP is backed by major hardware upgrades, including 508 TOPS of computing power, a dual-LiDAR system, 8-megapixel HD cameras, and a new software architecture called XNet, which operates using a closed-loop, self-evolving AI and data system.

XPeng unveils XNet neural network-based architecture at Tech Day

XPeng’s XNet varies from its first-generation visual perception architecture by adopting a deep neural network that was developed in-house to deliver visual recognition with human-like decision-making capabilities, drawing data from multiple cameras.

The company explained that its autonomous driving technical stack can reach 600 PFLOPS, increasing the training efficiency of the autonomous driving model by over 600 times. To that note, model training can be significantly reduced from 276 days to just 11 hours.

For added texture in regard to XNet’s streamlined efficiencies, it now only uses 9% of its Orin-X chip’s processing power, compared with 122% before optimization. These upgrades have enabled XPeng to establish an entirely closed-loop autonomous driving data system (data collection, labeling, training, and deployment) that utilizes lightning-fast machine learning to consistently self-improve. Per the release:

XPeng’s high-efficient AI capabilities enable consistent and unsupervised machine leaning and rapid iterations in training models, resolving over 1,000 rare corner cases each year. This highly efficient closed-loop AI and data system has helped reducing incident rate for the Highway NGP by 95%.

Continuing through the Tech Day presentation, the XPeng team explained that the technology above will help enable the automaker to develop and deploy an autonomous robotaxi fleet in China.

XPeng Tech Day

G9 SUV will be part of the XPeng’s robotaxi network in China

On stage at Tech Day 2022 in Guangzhou was XPeng’s vice president of autonomous driving, Dr. Xinzhou Wu, who shared that XPeng is developing a robotaxi network in China. The company shared that the G9 SUV became the country’s first mass-produced commercial vehicle to pass the Autonomous Driving Closed-field Test led by the Chinese government.

By completing the test to operate in a tier-one city like Guangzhou, XPeng states it has taken a major step forward in robotaxi development, all while using existing technology present on its latest EV. Wu elaborated:

Obtaining the road test permit by our mass-produced commercial vehicles – with no retrofit – is a major achievement. Our platform-based robotaxi development aims to generate significant cost benefits, and ensure product quality, safety and user experience.

XPeng’s robotic pet gets an upgrade to support better motion

As you can see from the image above, XPeng’s software is not the only technology that got upgrades since last year’s 1024 Tech Day event. The aforementioned “pony” robot has gotten a revamped design to support multidegree-of-freedom (MDOF) motion and locomotion capabilities. Other upgraded features include the following:

  • A more sophisticated mechanical structure
  • Higher transmission efficiency
  • Stronger robot actuator
  • High-end auto-grade computing platform
  • Battery and thermal management system
  • Significant upgrades to the motion control system
    • Robot can better adapt to complex indoor and outdoor terrain conditions like stairs, steep slopes, and gravel roads

The robot 2.0 looks cooler but is still sort of creepy. We’d still take it over a Tesla humanoid bot any day, though. We are looking forward to seeing it in action. Perhaps a battle against Boston Dynamics?

Latest eVTOL gets upgraded design, completes maiden flight

Last, and certainly not least, is the latest eVTOL update from AeroHT. Much like XPeng’s 1024 Tech Day last year, footage of its sixth-generation “flying car” stole the show.

During this year’s event, XPeng unveiled the latest version of the eVTOL, which has been optimized from last year’s horizontal dual-rotor structure to a new distributed multirotor configuration. The company also shared that the overall system design complexity of the eVTOL has been reduced to ensure better safety and reliability during flights.

As previously mentioned, this eVTOL is equipped with wheels and is capable of driving mode in addition to flight mode. XPeng AeroHT explained that driving mode is comparable to any conventional car in terms of functionality and measurement.

In flight mode, however, the eVTOL is piloted using the steering wheel and a right-hand gear lever that controls movement forward and backward, makes turns, ascends, hovers, and descends. AeroHT demonstrated this wheel and lever design in an eVTOL test flight video from July.

In addition to showcasing the upgraded flying car, XPeng also shared that the eVTOL has already completed its maiden flight in addition to multiple single-motor failure tests.

We’re still awaiting that flight footage from XPeng, but for now you can check out the rendering video showcasing the new eVTOL design shared during the Tech Day presentation.

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Autonomous electric semi truck brand Einride hits $1 billion valuation

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Autonomous electric semi truck brand Einride hits  billion valuation

Part self-driving tech brand, part 3PL, Swedish trucking startup Einride AB has been making a name for itself in the US and abroad by delivering zero-emission freight solutions that work. Following the company’s latest $100 million funding round, it’s delivering something else, too: a billion dollar valuation.

Bloomberg is reporting that Einride AB has closed a $100 million funding round at more than double the 400 million euro valuation (~$470 million) in its last 2021 funding round.

The source of that information, according to initial reports, spoke on the condition of anonymity but seems credible enough for the article to show up on Transport Topics. Einride, meanwhile, declined to comment on the dollar amounts, but did release a statement stating that the latest raise featured a mix of existing and new investors, including EQT Ventures, an unidentified global asset management company based on the American west coast, and IonQ, Inc.

“The capital will power Einride’s next phase of growth as it scales the deployment of its autonomous freight solutions, deepens technology development, and continues its expansion with customers,” said the company’s statement. “(After) a year of sustained growth for Einride with net sales more than doubling in 2024, a successful expansion into Austria and the UAE, and a growing footprint with global shippers across Europe and North America.”

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The move follows Einride CEO Robert Falck’s moves this past summer seemingly intended to prepare the company for a listing on a US stock exchange. The company generated $47 million in transport revenue last year with a mix of its own autonomous container trucks and a fleet of more than 150 battery-electric Peterbilt electric semi trucks, and has started cutting costs to become more efficient ahead of a listing.

The company received approval to begin operating its Level 4 autonomous heavy-duty electric vehicles on public European roads just last month.

Electrek’s Take


Autonomous Einride in NYC; via Einride AB.

While others promise big moves in the electric and self-driving semi truck space, Einride is quietly out there getting the job done, decarbonizing freight operations today with a smarter, safer, and smaller solution to the 18-wheeler.

Watch this space.

SOURCE | IMAGES: Einride, via Bloomberg.


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You can get antique plates for a first-gen Prius now — feeling old, yet?

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You can get antique plates for a first-gen Prius now — feeling old, yet?

This fall marks the 25th anniversary of the US launch of the first-gen Toyota Prius — a car that, arguably, has done more to more to shift the market away from fossil fuels than any other single vehicle (more on that in a minute). That means that, in many states, you can now get “antique” or “historic” plates for a modern hybrid.

If that sounds appealing to you, here’s what it might cost to keep that OG Prius on the road for many more years to come.

“When the Prius burst into the US market, it was nothing short of a revolution,” reads the breathless Toyota PR copy. “A true trailblazer in the world of hybrid vehicles, (Prius) set the stage for the electrification movement, captivating environmentally conscious drivers with its innovative spirit.”

I think that’s true. And, as for that claim in the header that the Prius did more to shift the US auto market away from fossil fuels than any other single vehicle, ask yourself this: would there even be a Tesla Roadster (much less an “affordable” Model Y) without the Toyota Prius bringing the conversation about electric cars into the mainstream zeitgeist fully eight years earlier?

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I spent enough time behind the wheel of a seriously quick and capable US Electricar Consulier to tell you this much: no, there wouldn’t.

They’re still out there


2001 Prius, via Toyota.

The inspiration for this article was, predictably enough, a first-generation Prius sighting in my own neighborhood. One of more than 52,000 first-generation Priuses (Prii?) sold in the US, this one was green, with a straight body, glossy paint, and the woman driving it turned out to be the car’s original owner. Her Prius – Toyota’s first gas-electric hybrid – continued to give her great service from its 1.5-liter four-cylinder ICE and high-torque electric motor, and the car’s nickel-metal hydride battery pack seemed serviceable enough, though she couldn’t tell me if it was original (her husband took care of all that).

That, along with the possibility of trolling boomers with an antique-plated Prius, led me to ask myself, “What would it really take to keep one of these on the road?”

Even if your Prius spent its entire life in a garage and has only 60,000 miles on the clock, 25 years is still twenty-five years, and rubber doesn’t care about mileage. That’s not just the rubber in the tires, either. The factory struts, bushings, CV joints, belts – even the engine mounts will surely need to be replaced. Ditto for the door and window seals.

Along with a 12V battery, fresh oil and filter change, and a thorough cleaning, that’s the kind of stuff you should budget for on day one. Here’s a quick estimate on what that would run (parts only, of course, because you work on antiques yourself):

  • tires – Michelin Energy Saver A/S or Bridgestone Ecopia EP422 Plus in 195/65R15, plan on spending about $150/tire
  • shocks and struts – KYB Excel-G, commonly sold in pairs, expect to pay about $200/ea.
  • control arm bushings and sway bar links – MOOG control arm bushings and sway bar end links, $25-50/link
  • engine and transmission mounts – Dorman or Westar makes replacements at roughly $60–120 each, depending on which mount(s) you need
  • CV boots / axle rebuild kits – GSP or SKF kits typically sell $25–75/boot
  • Serpentine / accessory belt – Gates makes an OE-quality replacement belt for about $40

This is the big one


Under the hood; via Toyota.

You’ll notice, by now, that I’ve avoiding one particular bill. The one repair item that makes anyone looking at an older EV or hybrid think twice – the high-voltage battery. And, if you’ve done any kind of research into the cost of replacement batteries for older electric cars, you already know why that is. I haven’t mentioned it, because it’s not that bad.

I found a new high-voltage replacement battery for a Prius from GreenTec on sale for just $2,050 with a 36-month warranty, or $1,399 for a refurbished unit with a 12-month warranty. That’s not only significantly less than the price of a refurbished transmission for a Toyota Corolla of a similar vintage – it’s probably a lot less than people who still think EVs are new technology would have guessed, too.

Battery costs are going down


2024 Tesla Prices
2024 Model S; via Tesla.

The costs of replacing a high-voltage EV battery in older model year cars continues to go down – and that’s true for newer EVs, too. “We’ve seen about $12-18K as an average replacement cost for a Tesla battery,” says KJ Gimbel, founder and CEO of extended EV warranty firm, Xcelerate Auto. “(At that number) we’re confident that we’ll be able to support the vast majority of claims that arise, regardless of the model.”

In other words, if you’re the type of gear head who expresses a midlife crisis by buying a sensible, reliable daily driver, you could do a lot worse than a historic Prius.

That’s my take, anyway – what’s yours? Let us know what you think of the Prius’ 25th American birthday, its role in the EV revolution, and whether or not it’ll ever gain true classic status in the comments section at the bottom of the page.

Original content from Electrek.


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What messy middle? Orange EV has logged over 10 MILLION all-electric hours!

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What messy middle? Orange EV has logged over 10 MILLION all-electric hours!

Orange EV may not be a household name like Mack or Kenworth, but this small-ish maker of all-electric heavy duty terminal tractors is making a name for itself where it matters: on the job. And this week, the company’s deployed fleet logged its ten millionth hour of operation!

Despite claims from oil-backed “efficiency” groups and fossil-backed hydrogen propaganda to the contrary, battery-powered heavy-duty EVs are proving themselves more than capable of getting the job done today, with millions upon millions upon millions of over-the-road miles as proof. Now, Orange EV is throwing its own data into the mix, with a deployed fleet of HDEVs that’s logged ten million hours of operation across more than 27 million low-speed, extreme duty miles.

“Ten million hours makes one thing clear: Orange EV has taken electric terminal trucks from possible to proven,” said Kurt Neutgens, President and CTO of Orange EV. “Our 340 customers are operating at an average of 97% uptime, with no compromises, proving you can cut costs, boost performance, and improve health and safety all at once.”

What might be more impressive than the miles covered, though, is how few trucks Orange has deployed to get to that number. The company reports that multiple units have already surpassed 30,000 hours of active service while others still are approaching a full decade of daily use — and all of them are still running on their original Orange-designed LFP battery packs.

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“Diesel yard trucks rarely achieve this level of durability, but Orange EV delivers with every truck,” adds Neutgens, a former Ford engineer. “Every hour of safe, reliable operation raises the bar for what fleets should expect from their equipment.”

Since delivering its first customer truck back in 2015, Orange EV has deployed more than 1,600 trucks across 40 states and four Canadian provinces. Together, these trucks have eliminated approximately 200,000 tons of carbon dioxide and saved fleets over $100 million (US) in fuel and maintenance costs alone. And, in more than 10 million hours of duty, not a single Orange EV yard truck battery has experienced a thermal event.

Electrek’s Take


e-TRIEVER electric terminal truck; via Orange EV.

Over at The Heavy Equipment Podcast, we had a chance to talk to Orange EV founder Kurt Neutgens ahead of last year’s ACT Expo for clean trucking. On the show (available here), Kurt explained how his experience at Ford helped inform his design ideology, and that the Orange EV was designed to be cost competitive with diesel options, even without subsidies.

Give it a listen, then let us know whether you think the big yard dogs’ success will help debunk the “messy middle” myths or not, in the comments.

SOURCE | IMAGESOrange EV.


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