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XPeng Motors is rolling out cutting-edge AI technology that it hopes will transform the automotive industry from “electrification to smartification.” The Chinese EV automaker held an AI Day event earlier today, detailing the impressive capabilities of XOS 5.1.0, “AI Tianji,” which it hailed as “the industry’s first AI-powered in-car OS.”

It’s been about a month since XPeng Motors ($XPEV) began touting its latest operating system’s (OS) capabilities during the Beijing Auto Show. XOS 5.1.0 focuses on artificial intelligence (AI) driven technologies to power smart vehicles and accelerate their evolution.

During the auto show, XPeng showcased a number of AI-centric technologies in the works that will offer its drivers an EV that can deliver more human-like decision-making and safer driving experiences via neural network learning and end-to-end data iteration from both vehicle and cloud processing.

XPeng also introduced plans to integrate and deploy what it calls the “industry’s first mass-produced 2K pure visual neural network large model in vehicles.” That news confirmed previous rumors that XPeng was abandoning LiDAR sensors in favor of pure vision, similar to Tesla FSD.

That being said, XPeng says its new system enables autonomous driving with capabilities comparable to LiDAR but uses pure vision to create a granular 3D naked-eye experience. We learned more about this technology and then some following XPeng’s AI Day event. Here’s a rundown.

  • XPeng AI
  • XPeng AI

XPeng rolls out exciting advanced tech during AI Day

There is much to unpack from XPeng’s AI Day in Beijing, China, earlier today when company founder, chairman, and CEO He Xiaopeng spoke to a live audience.

To begin, Xiaopeng outlined three core characteristics of this new breed of smart EV, led by AI large models in its OS: Active learning, rapid growth, and personalized experiences. The core of this technology involves the “feeding and training” of AI large models with unlimited rules to develop and grow their understanding, perception, and decision-making abilities in complex driving scenarios.

XPeng says it has already developed the necessary core algorithms for perception, positioning, planning, and decision-making while establishing vehicle-end and cloud-end data processing capabilities. As such, XPeng’s new AI-powered OS will enable rapid algorithm iteration based on actual data and offer future EV drivers enhanced autonomous driving capabilities that are continuously improving via over-the-air OTA updates.

A considerable part of XPeng’s OS and ADAS technology rolling out is enabled by “XNet,” the automaker’s new neural network. XNet is supported by XPeng’s planning and control large model, “XPlanner,” and a large language model called “XBrain.” Combined, XPeng says the integrated system enhances intelligent driving capabilities by 2x.

The XNet deep visual neural network used the industry’s first mass-produced pure vision 2K occupancy network to safely operate a given XPeng EV’s autonomous driving system with capabilities comparable to LiDAR. This new 2K pure vision network reconstructs the world with over 2 million grids to create 3D representations of drivable spaces and recognize every detail of static obstacles along a vehicle’s path.

XPeng shared that the perception range of pure vision 2K twice as long, covering an area equivalent to 1.8 football fields. Furthermore, the ADAS system can identify over 50 types of objects. With the autonomous driving system in place using AI and neural networks, XPeng has empowered the OS to learn and improve on its own using “XPlanner” and “XBrain.” Per the automaker:

XPlanner, like a human cerebellum, continually trains with vast amounts of data, making driving strategies increasingly human-like. This reduces driving jerks by 50%, improper stops by 40%, and passive human takeovers by 60%, providing an ‘experienced driver’-like smart driving experience that significantly enhances user comfort and safety.

With the introduction of the AI large language model architecture, XBrain, XPENG’s autonomous driving system gains human-like learning and comprehension capabilities, significantly improving its handling of complex and even unknown scenarios as well as its reasoning and understanding of real-world logics.

For example, with the support of XBrain, the autonomous driving system can recognize turn zones, tidal lanes, special lanes, and road sign text, as well as various behavioral commands such as stop and go, fast and slow. This enables it to make human-like driving decisions that balance safety and performance.

With the help of these new AI technologies, XPeng’s CEO told the crowd in China that the automaker will achieve Level 4 autonomous driving in the country by 2025. The automaker is also testing the end-to-end capabilities of its XNGP driver assistance technology globally.

Once we get the full English translation of XPeng’s AI Day event, we will be sure to add the video below. There’s much more to unpack, including the automaker’s AI assistant, Xiao P, Smart Cockpit capabilities, and safety features like AI Valet Driver, AI Parking, and AI Bodyguard. XOS 5.1.0, AI Tianji, is available to all eligible XPeng EV drivers beginning today.

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Volvo shows off production PU500 battery energy storage system

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Volvo shows off production PU500 battery energy storage system

As “extreme” weather events become more commonplace, the demand for reliable and portable energy continues to rise. In response to that growing demand for dependable off-grid power, Volvo has developed the new PU500 Battery Energy Storage System (BESS) designed to take electrical power when it’s needed most.

Designed to be deployable in a number of environments at a moment’s notice, the Volvo Energy PU500 BESS is equipped with approximately 500 kWh of usable battery capacity (up to 540 kWh total). More than enough juice, in other words, to power a remote construction site, disaster response effort, or even a music festival – anything that needs access to reliable electricity beyond a grid connection.

That’s great, but what sets the PU500 apart from other battery storage solutions is its integrated 240 kW DC fast charger.

“With an integrated CCS2 charger, the PU500 is designed to work with all brands of electric equipment, trucks, and passenger cars,” says Niklas Thulin, Head of BESS Product Offer at Volvo Energy. “This ensures that no matter what type of electric vehicle or machinery you rely on, the PU500 can provide the power you need, making it a truly flexible solution for any grid constrained site or location.”

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The integrated charger in the PU500 has the impressive ability to charge a heavy equipment asset (be that an electric semi truck or something like a wheel loader) in under two hours. Its on-board capacity allows to fully recharge up to 3 electric HD trucks or 20 electric cars per day, making it an incredibly versatile disaster response asset.

Electrek’s Take

Stockholm progresses with electric construction site from Volvo CE
Electric job site; via Volvo CE.

As we often say over at The Heavy Equipment Podcast, “just because you’re working for the power company doesn’t mean you have power,” and there are hundreds of scenarios where the extra power provided by something like the new PU500 would be useful. Its ability to be palletized and easily moved or swapped out of a larger BESS array, too, just add to its flexibility.

SOURCE | IMAGES: Volvo.

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Delhi-ghtful! India mulls 2035 ICE ban, blocks fuel sales to older vehicles

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Delhi-ghtful! India mulls 2035 ICE ban, blocks fuel sales to older vehicles

In a bold bid to combat the crippling air pollution crisis in its capital, Delhi, Indian lawmakers have begun high-level discussions about a plan to phase out gas and diesel combustion vehicles by 2035 – a move that could cause a seismic shift in the global EV space and provide a cleaner, greener future for India’s capital.

Long considered one of the world’s most polluted capital cities, Indian capital Delhi is taking drastic steps to cut back pollution with a gas and diesel engine ban coming soon – but they want results faster than that. As such, Delhi is starting with a city-wide ban on refueling vehicles more than 15 years old, and it went into effect earlier this week. (!)

“We are installing gadgets at petrol pumps which will identify vehicles older than 15 years, and no fuel will be provided to them,” said Delhi Environment Minister Manjinder Singh Sirsa … but they’re not stopping there. “Additionally, we will intensify scrutiny of heavy vehicles entering Delhi to ensure they meet prescribed environmental standards before being allowed entry.”

Making it prohibitively difficult for Dehli’s residents to own and operate older, presumably more polluting vehicles is one way to reduce harmful emissions and air pollution, but Sirsa’s team isn’t just targeting newer vehicles. They’re also planning to deploy more than 900 electric transit buses, part of a larger plan to replace 5,000 of the city’s 7,500 total bus with lower- or zero-emission options this year alone.

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The Economic Times is reporting that discussions are underway to pass laws requiring that all future bus purchases will be required to be electric or “clean fuel” (read: CNG or hydrogen) by the end of this year, with a gas/diesel ban on “three-wheelers and light goods vehicles,” (commercial tuk-tuks and delivery mopeds) potentially coming 2026 to 2027 and a similar ban privately owned and operated cars and bikes coming “between 2030 and 2035.”

Electrek’s Take

2025 Xpeng G6 all-electric SUV with 5C ultra-fast charging “AI batteries” launched in China
Xpeng EV with Turing AI and Bulletproof battery; via XPeng.

After a Chinese government study linked air pollution caused by automotive exhausts and coal-fired power plants to more than 1.1 million deaths per year in 2013, the nation’s government took serious action, shuttering older coal plants and imposing strict emissions standards. The country also incentivized EV adoption through license-plate lotteries favoring electric cars and a nationwide EV mandate set to kick in by 2030.

The results were astounding, and the technological innovations that have come from an entire nation of talented engineers all “pulling in the same direction” have put the West to shame, with Western auto executives repeatedly sounding the alarm and lobbying for tariffs and other protectionist policies on both sides of the Atlantic.

To see India make move towards a gas and diesel ban like this, and on such an aggressive timeline, can only mean that they’ve been paying attention … and America is about to fall even further behind.

SOURCE: India Times; featured image by Sumita Roy Dutta.

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Parker launches Mobile Electrification Technology Center training program

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Parker launches Mobile Electrification Technology Center training program

Last week, Parker Hannifin launched what they’re calling the industry’s first certified Mobile Electrification Technology Center to train mobile equipment technicians make the transition from conventional diesel engines to modern electric motors.

The electrification of mobile equipment is opening new doors for construction and engineering companies working in indoor, environmentally sensitive, or noise-regulated urban environments – but it also poses a new set of challenges that, while they mirror some of the challenges internal combustion faced a century ago, aren’t yet fully solved. These go beyond just getting energy to the equipment assets’ batteries, and include the integration of hydraulic implements, electronic controls, and the myriad of upfit accessories that have been developed over the last five decades to operate on 12V power.

At the same time, manufacturers and dealers have to ensure the safety of their technicians, which includes providing comprehensive training on the intricacies of high-voltage electric vehicle repair and maintenance – and that’s where Parker’s new mobile equipment training program comes in, helping to accelerate the shift to EVs.

“We are excited to partner with these outstanding distributors at a higher level. Their commitment to designing innovative mobile electrification systems aligns perfectly with our vision to empower machine manufacturers in reducing their environmental footprint while enhancing operational efficiency,” explains Mark Schoessler, VP of sales for Parker’s Motion Systems Group. “Their expertise in designing mobile electrification systems and their capability to deliver integrated solutions will help to maximize the impact of Parker’s expanding METC network.”

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The manufacturing equipment experts at Nott Company were among the first to go through the Parker Hannifin training program, certifying their technicians on Parker’s electric motors, drives, coolers, controllers and control systems.

“We are proud to be recognized for our unwavering dedication to advancing mobile electrification technologies and delivering cutting-edge solutions,” says Nott CEO, Markus Rauchhaus. “This milestone would not have been possible without our incredible partners, customers and the team at Nott Company.”

In addition to Nott, two other North American distributors (Depatie Fluid Power in Portage, Michigan, and Hydradyne in Fort Worth, Texas) have completed the Parker certification.

Electrek’s Take

electric bobcat track loader
T7X all-electric track loader at CES 2022; via Doosan Bobcat.

With the rise of electric equipment assets like Bobcat’s T7X compact track loader and E10e electric excavator that eliminate traditional hydraulics and rely on high-voltage battery systems, specialized electrical systems training is becoming increasingly important. Seasoned, steady hands with decades of diesel and hydraulic systems experience are obsolete, and they’ll need to learn new skills to stay relevant.

Certification programs like Parker’s are working to bridge that skills gap, equipping technicians with the skills to maximize performance while mitigating risks associated with high-voltage systems. Here’s hoping more of these start popping up sooner than later.

SOURCE | IMAGES: Parker Hannifin.

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