Cars

formula-1-chief-appalled-to-find-team-using-excel-to-manage-20,000-car-parts

Formula 1 chief appalled to find team using Excel to manage 20,000 car parts

Dark matter strikes again —

Williams team leader may only be shocked because he hasn’t worked IT.

A pit stop during the Bahrain Formula One Grand Prix in early March evokes how the team's manager was feeling when looking at the Excel sheet that managed the car's build components.

Enlarge / A pit stop during the Bahrain Formula One Grand Prix in early March evokes how the team’s manager was feeling when looking at the Excel sheet that managed the car’s build components.

ALI HAIDER/POOL/AFP via Getty Images

There’s a new boss at a storied 47-year-old Formula 1 team, and he’s eager to shake things up. He’s been saying that the team is far behind its competition in technology and coordination. And Excel is a big part of it.

Starting in early 2023, Williams team principal James Vowles and chief technical officer Pat Fry started reworking the F1 team’s systems for designing and building its car. It would be painful, but the pain would keep the team from falling even further behind. As they started figuring out new processes and systems, they encountered what they considered a core issue: Microsoft Excel.

The Williams car build workbook, with roughly 20,000 individual parts, was “a joke,” Vowles recently told The Race. “Impossible to navigate and impossible to update.” This colossal Excel file lacked information on how much each of those parts cost and the time it took to produce them, along with whether the parts were already on order. Prioritizing one car section over another, from manufacture through inspection, was impossible, Vowles suggested.

“When you start tracking now hundreds of thousands of components through your organization moving around, an Excel spreadsheet is useless,” Vowles told The Race. Because of the multiple states each part could be in—ordered, backordered, inspected, returned—humans are often left to work out the details. “And once you start putting that level of complexity in, which is where modern Formula 1 is, the Excel spreadsheet falls over, and humans fall over. And that’s exactly where we are.”

The consequences of this row/column chaos, and the resulting hiccups, were many. Williams missed early pre-season testing in 2019. Workers sometimes had to physically search the team’s factory for parts. The wrong parts got priority, other parts came late, and some piled up. And yet transitioning to a modern tracking system was “viciously expensive,” Fry told The Race, and making up for the painful process required “humans pushing themselves to the absolute limits and breaking.”

Williams' driver Alexander Albon drives during the qualifying session of the Saudi Arabian Formula One Grand Prix at the Jeddah Corniche Circuit in Jeddah on March 8, 2024.

Williams’ driver Alexander Albon drives during the qualifying session of the Saudi Arabian Formula One Grand Prix at the Jeddah Corniche Circuit in Jeddah on March 8, 2024.

Joseph Eid/AFP via Getty Images

The devil you know strikes again

The idea that a modern Formula 1 team, building some of the most fantastically advanced and efficient machines on Earth, would be using Excel to build those machines might strike you as odd. F1 cars cost an estimated $12–$16 million each, with resource cap of about $145 million. But none of this really matters, and it actually makes sense, if you’ve ever worked IT at nearly any decent-sized organization.

Then again, it’s not even uncommon in Formula 1. When Sebastian Anthony embedded with the Renault team, he reported back for Ars in 2017 that Renault Sport Formula One’s Excel design and build spreadsheet was 77,000 lines long—more than three times as large as the Williams setup that spurred an internal revolution in 2023.

Every F1 team has its own software setup, Anthony wrote, but they have to integrate with a lot of other systems: Computational Fluid Dynamics (CFD) and wind tunnel results, rapid prototyping and manufacturing, and inventory. This leaves F1 teams “susceptible to the plague of legacy software,” Anthony wrote, though he noted that Renault had moved on to a more dynamic cloud-based system that year. (Renault was also “a big Microsoft shop” in other areas, like email and file sharing, at the time.)

One year prior to Anthony’s excavation, Adam Banks wrote for Ars about the benefits of adopting cloud-based tools for enterprise resource planning (ERP). You adopt a cloud-based business management software to go “Beyond Excel.” “If PowerPoint is the universal language businesses use to talk to one another, their internal monologue is Excel,” Banks wrote. The issue is that all the systems and processes a business touches are complex and generate all kinds of data, but Excel is totally cool with taking in all of it. Or at least 1,048,576 rows of it.

Banks cited Tim Worstall’s 2013 contention that Excel could be “the most dangerous software on the planet.” Back then, international investment bankers were found manually copying and pasting Excel between Excel sheets to do their work, and it raised alarm.

But spreadsheets continue to show up where they ought not. Spreadsheet errors in recent years have led to police doxxing, false trainee test failures, an accidental $10 million crypto transfer, and bank shares sold at sorely undervalued prices. Spreadsheets are sometimes called the “dark matter” of large organizations, being ever-present and far too relied upon despite 90 percent of larger sheets being likely to have a major error.

So, Excel sheets catch a lot of blame, even if they’re just a symptom of a larger issue. Still, it’s good to see one no longer connected to the safety of a human heading into a turn at more than 200 miles per hour.

Formula 1 chief appalled to find team using Excel to manage 20,000 car parts Read More »

f1’s-pursuit-of-sustainability-drives-pirelli-to-unveil-forest-friendly-tires

F1’s pursuit of sustainability drives Pirelli to unveil forest-friendly tires

pit stop —

The Forest Stewardship Council has given its approval to Pirelli’s natural rubber.

A pirelli F1 tire with the FSC logo on it

Enlarge / You’ll notice the Forest Stewardship Council’s logo on the sidewall to the right of the Pirelli logo.

Pirelli

Formula 1 is on a big sustainability kick. The race cars are switching to carbon neutral synthetic fuels. Teams are improving their logistics to cut freight emissions. Race tracks are starting to run entirely on solar power. And now, the tires that Pirelli brings to the races have been given the seal of approval by an NGO as meeting its standards for sustainable forestry.

It will be hard to spot when the cars are moving, but this year, you’ll find a tree logo on the sidewall. That indicates that the natural rubber that went into making the tire has been certified by the Forest Stewardship Council. Natural rubber makes up about 15 percent of the rubber in an F1 tire, with the rest being synthetic.

According to the FSC, natural rubber is a key driver of deforestry, as well as human rights abuses, particularly among the smallholders who farm 85 percent of the world’s natural rubber. By putting its logo on the tire, the FSC says that Pirelli has met “the world’s most credible standards for sustainable forestry,” protecting both the forests and the forest communities’ rights, including fair wages.

It’s one of a number of steps that Pirelli has put in place to make its F1 program more sustainable.

“I believe that the certification is an important step in this direction because it’s not Pirelli that is certifiying itself; it is a recognized third party that is giving us this certification, from the way in which we collect natural rubber, with respect of biodiversity, respect of the local population, the way we transport or use the natural rubber,” explained Mario Isola, head of Pirelli’s F1 program.

The synthetic rubber—chosen because it allows Pirelli to tune the characteristics it needs for the tires’ performance—is another area of attention. “Our R&D is focused on replacing the current material with more sustainable materials, keeping the same level of performance characteristics of the tire,” Isola told Ars.

Pirelli technicians work on the tires during practice ahead of the F1 Grand Prix of Saudi Arabia at Jeddah Corniche Circuit on March 7, 2024, in Jeddah, Saudi Arabia.

Enlarge / Pirelli technicians work on the tires during practice ahead of the F1 Grand Prix of Saudi Arabia at Jeddah Corniche Circuit on March 7, 2024, in Jeddah, Saudi Arabia.

Qian Jun/MB Media/Getty Images

In other racing disciplines, particularly sports car racing, series have begun to restrict the total tire allocation across a race weekend to drive the development of more durable tires that will be used across multiple stints rather than being changed at each pit stop. That’s less appropriate in F1, where the rules require using two different tire compounds during a race. But for this year, Pirelli may well be able to cut the number of wet and intermediate tires by half.

“We are working on another idea that is what we call ‘strip and fit.’ When we fit a tire on a rim, even if it is new, we have to scrap it because of the bead and the stress that you put on the bead,” Isola said.

“But we made an investigation on wet and intermediate tires where the stress on the tire was lower compared to the slick tire. So the tires that we are going to fit but not use during the first half of the season will be dismounted and checked, and then we can use them in the second half of the season. If it doesn’t rain—obviously, we cannot control the weather—we are going to save roughly 50 percent of the rain tires,” he told me.

In other F1 tire news, we’ve now learned that the sport will stick with 18-inch wheels when the technical regulations undergo their next shake-up ahead of the 2026 season.

F1 only moved to 18-inch wheels from much smaller 13-inch wheels at the start of the 2022 season, long after any new vehicle was equipped with wheels so small. There have been complaints that the larger 18-inch wheels have added too much unsprung weight to the current generation of F1 cars, which are by far the heaviest the sport has seen in its history.

Consequently, it was believed that the sport might reduce the wheel size to 16 inches in 2026. But that would require an expensive testing program, and since 16-inch wheels are barely more road-relevant to current new vehicles than 13-inch wheels, the decision was made to stick with what we mostly have now, although the final tire size and shape have yet to be decided upon.

F1’s pursuit of sustainability drives Pirelli to unveil forest-friendly tires Read More »

here’s-what-we-know-about-the-audi-q6-e-tron-and-its-all-new-ev-platform

Here’s what we know about the Audi Q6 e-tron and its all-new EV platform

premium platform electric —

Audi has bet big on its next flexible EV architecture, starting with this SUV.

An Audi A6 seen in a studio

Enlarge / This is Audi’s next electric vehicle, the Q6 e-tron SUV.

Audi

MUNICH—Audi’s new electric car platform is an important one for the company. Debuting in the new 2025 Q6 e-tron, it will provide the bones for many new electric Audis—not to mention Porsches and even Lamborghinis and Bentleys—in the coming years. Its development hasn’t been entirely easy, either; software delays got in the way of plans to have cars in customer hands in 2023. But now the new Q6 e-tron is ready to meet the world.

There’s some rather interesting technology integrated into the Q6 e-tron’s new electric vehicle architecture. Called PPE, or Premium Platform Electric, it’s been designed with flexibility in mind. Audi took the role of leading its development within Volkswagen Group, but the other brands within that corporate empire that target the upper end of the car market will also build EVs with PPE.

Since SUVs are still super-popular, Audi is kicking off the PPE era with an SUV. But the platform allows for other sizes and shapes—next year, we should see the A6 sedan and, if we’re really lucky, an A6 Avant station wagon.

  • The Q6 e-tron is a midsize SUV, measuring 187.8 inches (4,771 mm) long, 78.5 inches (1,993 mm) wide, and 65 inches (1,648 mm) tall.

    Audi

  • That’s as wide and tall as the Q8 e-tron, but four inches shorter, mostly in the 114.3-inch (2,998 mm) wheelbase, which translates to a little less rear leg and cargo room.

    Audi

  • The “quattro blisters” above each wheel arch prevent the shape from looking too slab-sided when you see it in person.

  • There’s a small frunk.

    Audi

  • Most of your luggage goes here.

    Audi

Better batteries

There’s a new EV powertrain, a significant advancement over the one that powers Audi’s Q8 e-tron SUV. The cells are prismatic and made by CATL at a German plant, with a nickel cobalt manganese chemistry (in a roughly 8:1:1 ratio). It’s been simplified, with 12 modules, each made of 15 cells. Compared to the Q8’s pack, the new Q6 has 30 percent greater energy density at the pack level, as well as 5 percent more actual energy, despite a 15 percent reduction in the mass of the pack (1,257 lbs/570 kg).

It operates at 800 V, which enables very fast DC charging: The 94.9 kWh (useable) battery pack can charge from 10 to 80 percent in 21 minutes. Audi says it doesn’t have to throttle back from 270 kW until the state of charge increases past 40 percent, at which point it declines at a constant rate to 150 kW at 80 percent SoC. (Past 80 percent, a fast-charging EV will throttle back the charger significantly.)

Of course, that requires access to a DC fast charger capable of 800 V. For 400 V chargers, the battery pack cleverly splits itself into two 400 V packs using a mechanical fuse switch, then equalizes their SoCs, then charges them both in parallel at up to 135 kW. Audi says it went for this approach versus a DC-DC inverter because it saved weight. Both sides feature AC charge ports, with DC charging only on the driver’s side. Model year 2025 Q6 e-trons will feature CCS1 ports on the driver’s side, with the switch to J3400 taking place the following year.

  • A cutaway of the Q6 e-tron’s powertrain.

    Jonathan Gitlin

  • A closer look at the Q6 e-tron’s rear drive motors.

    Jonathan Gitlin

  • More motor components.

    Jonathan Gitlin

  • PPE EVs have AC charging ports on both sides.

    Audi

Here’s what we know about the Audi Q6 e-tron and its all-new EV platform Read More »

2025-maserati-grecale-folgore-review:-a-stylish-suv,-but-a-hard-ev-sell

2025 Maserati Grecale Folgore review: A stylish SUV, but a hard EV sell

A blue Maserati Grecale Folgore EV seen head-on

Enlarge / Maserati’s first electric SUV looks good, but the weight ruins the handling.

Michael Teo Van Runkle

PUGLIA, ITALY—At a recent media drive program in Puglia, Italy, Maserati introduced the production version of the all-electric Grecale Folgore. The svelte SUV will join the American lineup for model-year 2025 as the company’s second-ever EV, following the 2024 GranTurismo Folgore.

Similar to the GranTurismo, development of the Grecale chassis always included plans to electrify the model. But unlike the GT, Grecale does not receive a dogbone-style battery and triple drive unit layout, instead sticking with by-now-traditional skateboard underpinnings and dual 205-kilowatt motors that swap in for the spectacular twin-turbo “Nettuno” V6 engine used on the lower Modena and Trofeo trims.

Total combined output maxes out at 550 hp (410 kW) and 605 lb-ft (820 Nm) of torque, or about 30 hp (22 kW) more than the former top-spec internal-combustion Trofeo trim. Only a few years ago, those power figures for either a gasoline or battery-electric drivetrain would have placed the Grecale at the top of the SUV food chain. Throw in the reactive nature of instantaneous torque, as well as all-wheel-drive traction, and 605 lb-ft should sound pretty impressive.

Michael Teo Van Runkle

But in the modern EV era, most of the Grecale Folgore’s stats lag behind the rest of the market, at least on paper. The decision to use 400 V architecture means that a relatively sizeable 105 kWh battery, which houses 33 large modules of six prismatic cells each, can only reach a maximum charging rate of 150 kW when plugged into a DC fast charger. Topping up the battery from 20 to 80 percent will therefore take a sluggish 29 minutes under the best of conditions. The onboard AC charger is capable of up to 22 kW, although that requires European three-phase electricity to take advantage of.

No official EPA range rating has been released yet, but in European WLTP testing, the Grecale reached as high as 501 kilometers of range (311 miles) but, in its least-efficient configuration, as low as 426 kilometers (264 miles). And keep in mind that EPA range estimates typically come in at around 70 percent of WLTP numbers.

That battery pack bolted onto a unibody chassis nonetheless weighs in at 1,490 lbs (676 kg), contributing mightily to a total curb weight of nearly 5,500 lbs (2,494 kg)—almost exactly 1,000 lbs (454 kg) gained versus the ICE Trofeo and Modena trims. The additional weight means that despite producing more grunt than a Grecale Trofeo, the Folgore can only manage a 4.1-second sprint to 62 mph (100 km/h).

Adding an EV powertrain increased the SUV's curb weight by half a ton compared to the gasoline versions.

Enlarge / Adding an EV powertrain increased the SUV’s curb weight by half a ton compared to the gasoline versions.

Michael Teo Van Runkle

The dual motors produce not-insubstantial straight-line acceleration, without a doubt, but while mashing the ‘”go” pedal in Sport mode all the way to the floor, expected levels of EV jerk (the gut-punch sensation that’s also the scientific term for rate of change of acceleration) never quite materialize as much as expected. For context, the Trofeo runs the 0–62 mph (0–100 km/h) sprint in 3.8 seconds.

2025 Maserati Grecale Folgore review: A stylish SUV, but a hard EV sell Read More »

gm-uses-ai-tool-to-determine-which-truck-stops-should-get-ev-chargers

GM uses AI tool to determine which truck stops should get EV chargers

help me choose —

Forget LLM chatbots; this seems like an actually useful implementation of AI.

A 2024 Chevrolet Silverado EV WT at a pull-through charging stall located at a flagship Pilot and Flying J travel center, as part of the new coast-to-coast fast charging network.

Enlarge / A 2024 Chevrolet Silverado EV WT at a pull-through charging stall located at a flagship Pilot and Flying J travel center, as part of the new coast-to-coast fast charging network.

General Motors

It’s understandable if you’re starting to experience AI fatigue; it feels like every week, there’s another announcement of some company boasting about how an LLM chatbot will revolutionize everything—usually followed in short succession by news reports of how terribly wrong it’s all gone. But it turns out that not every use of AI by an automaker is a public relations disaster. As it happens, General Motors has been using machine learning to help guide business decisions regarding where to install new DC fast chargers for electric vehicles.

GM’s transformation into an EV-heavy company has not gone entirely smoothly thus far, but in 2022, it revealed that, together with the Pilot company, it was planning to deploy a network of 2,000 DC fast chargers at Flying J and Pilot travel centers around the US. But how to decide which locations?

“I think that the overarching theme is we’re really looking for opportunities to simplify the lives of our customers, our employees, our dealers, and our suppliers,” explained Jon Francis, GM’s chief data and analytics officer. “And we see the positive effects of AI at scale, whether that’s in the manufacturing part of the business, engineering, supply chain, customer experience—it really runs through threads through all of those.

“Obviously, the place where it shows up most directly is certainly in autonomous, and that’s an important use case for us, but actually [on a] day-to-day basis, AI is improving a lot of systems and workflows within the organization,” he told Ars.

“There’s a lot of companies—and not to name names, but there’s some chasing of shiny objects, and I think there are a lot of cool, sexy things that you can do with AI, but for GM, we’re really looking for solutions that are going to drive the business in a meaningful way,” Francis said.

GM wants to build out chargers at about 200 Flying J and Pilot travel centers by the end of 2024, but narrowing down exactly which locations to focus on was the big question. After all, there are more than 750 spread out across 44 US states and six Canadian provinces.

Obviously, traffic is a big concern—each DC fast charger costs anywhere from $100,000 to $300,000 dollars, and that’s not counting any costs associated with beefing up the electrical infrastructure to power them, nor the various permitting processes that tend to delay everything. Sticking a bank of chargers at a travel center that’s rarely visited isn’t the best use of resources, but neither is deploying them in an area that’s already replete with other fast chargers.

Much of the data GM showed me was confidential, but this screenshot should give you an idea of how the various datasets combine.

Enlarge / Much of the data GM showed me was confidential, but this screenshot should give you an idea of how the various datasets combine.

General Motors

Which is where the ML came in. GM’s data scientists built tools that aggregate different GIS datasets together. For example, it has a geographic database of already deployed DC chargers around the country—the US Department of Energy maintains such a resource—overlayed with traffic data and then the locations of the travel centers. The result is a map with potential locations, which GM’s team then uses to narrow down the exact sites it wants to choose.

It’s true that if you had access to all those datasets, you could probably do all that manually. But we’re talking datasets with, in some cases, billions of data points. A few years ago, GM’s analysts could have done that at a city level without spending years on the project, but doing it on a nationwide scale is the kind of task that requires the amount of cloud platforms and distributed clusters that are really now only becoming commonplace.

As a result, GM was able to deploy the first 25 sites last year, with 100 charging stalls across the 25. By the end of this year, it told Ars it should have around 200 locations operational.

That certainly seems more useful to me than just another chatbot.

GM uses AI tool to determine which truck stops should get EV chargers Read More »

2024-lincoln-nautilus-first-drive:-a-sea-change-for-lincoln’s-middle-child

2024 Lincoln Nautilus first drive: A sea change for Lincoln’s middle child

anyone seen captain nemo? —

The Nautilus might just be enough to finally get people into Lincoln dealerships.

A silver Lincoln Nautilus next to a sign that says Palm Springs

Enlarge / The Lincoln Nautilus is now in its fourth generation.

Lincoln

PALM SPRINGS, Calif.—Lincoln is one of those car companies that for years will give the impression that the people in charge are asleep at the proverbial wheel and then all of a sudden will debut a total knockout. It’s happened a few times throughout the brand’s long history, most recently with the fourth-generation Navigator. The introduction of the 2018 Navigator also sparked a huge overhaul in design and technology for the brand that catapulted it from “decent free rental car upgrade” to a maker of luxury SUVs that people might want to buy. The 2024 Lincoln Nautilus is just such an SUV.

In the hierarchy of Lincoln models, the Nautilus sits neatly between the Aviator and the smaller Corsair. It’s arguably one of the best looking of the current crop of Lincolns, and it’s positioned to compete with the likes of the Lexus RX, the Cadillac XT6 and Volvo’s XC60, among others. But does it actually compete? Or is it simply another car for the Enterprises and Hertzes of the world?

The 2024 Nautilus is available in two flavors: a purely internal combustion-powered version with a 250 hp (186 kW) turbocharged inline-four that also puts out 280 lb-ft (380 Nm) of torque and is paired with an eight-speed automatic transmission; and a much more interesting hybrid version, which offers up 310 combined hp (231 kW) that’s paired with a CVT transmission. The Nautilus is only available with all-wheel drive.

The hybrid is only $1,500 more, and you get more power and much better efficiency.

Enlarge / The hybrid is only $1,500 more, and you get more power and much better efficiency.

Lincoln

The hybrid variant is a traditional series hybrid, rather than a plug-in hybrid as we’ve seen on the Corsair. Honestly, the lack of a plug-in variant of the Nautilus is kind of a bummer because its character would suit the Nautilus so well, but like the middle-aged sad dad band sang at my wedding reception, you can’t always get what you want. Still, between the two variants, the hybrid is the one to get for a few reasons, and it’s only a $1,500 upcharge versus the gas-only model.

In addition to the power and torque increases offered by the hybrid system, the overall efficiency boost is welcome. The Nautilus Hybrid is good for an EPA-rated 30 mpg (7.84 L/100 km) city, 31 mpg (7.6 L/100 km) highway for a 30 mpg combined. The gasser only manages 21 mpg (11.2 L/100/ km) city, 29 mpg (8.1 L/100 km) highway, and 26 mpg (9 L/100 km) combined. The hybrid system is smooth and well-integrated, too, and I find that an ignorable hybrid drivetrain is a good hybrid drivetrain.

The HEV differentiates itself in other ways, too. Where the ICE model makes do with a non-adjustable suspension, the hybrid gets continuously adjustable dampers and, as a result, a very smooth and Lincoln-appropriate ride. Those dampers are able to be set into a handful of drive modes. These are labeled Normal, Conserve, Excite, Slippery, and Deep Conditions.

There is a noticeable difference between the settings both in the suspension and the accelerator calibration, but it’s not so dramatic that you wouldn’t, say, put it in “Deep Conditions” so you can make a Dune joke on Instagram based on the little animated digital desert planet that’s displayed on the screen and then forget to change it back afterward. Not that I know from experience or anything. Basically, the suspension is a bunch of levels of softness that go from newborn kitten fluff to Ikea couch pillow, so don’t expect corner-carving prowess even in the slightly misleading “Excite” mode.

The Nautilus’ power steering is electric and pretty light in all settings, and the braking system feels smooth and as strong as you’d want it to be when panic-stopping the 4,517-lb (2,049 kg) hybrid. Nothing feels like an afterthought here, apart from the borderline shocking levels of road noise transmitted through the Nautilus’ great big wheels and low-profile tires. The Black Label we tested was on 22-inch wheels and, while not a dealbreaker, the tires make a lot of noise. If I were buying one, I’d get it with the smallest wheels possible and hope that taller sidewalls restore some of the Nautilus’ potential for serenity.

2024 Lincoln Nautilus first drive: A sea change for Lincoln’s middle child Read More »

the-2025-porsche-panamera-perfectly-balances-luxury-ride-and-great-handling

The 2025 Porsche Panamera perfectly balances luxury ride and great handling

turbonite —

There’s clever new air suspension and a much bigger battery for the PHEV variant.

A white Porsche Panamera

Enlarge / BIgger air intakes, steeper headlights, and more pronounced fenders are the visual hallmarks of the 3rd-generation Porsche Panamera.

Jonathan Gitlin

SEVILLE, Spain—Once upon a time, Porsche just made two-door sports cars. Then the 21st century happened. People started to get fickle and demand things like practicality and comfort as well as good handling and soild engineering. Preferring to stay in business, Porsche recognized this market shift and since 2003 has bolstered its lineup, first with SUVs, then in 2009 with the Panamera sedan.

That sedan is now in its third generation, and late last year, we visited its factory in Leipzig to get a sneak preview of the prototype. Now, the new Panamera has gone into production, and we spent a day driving a pair of models on the road and track ahead of the car’s arrival in the US this summer.

Looks-wise, the third-gen Panamera closely resembles the outgoing model to the extent that it has the exact same exterior measurements: 198.8 inches (5,052 mm) long, 76.3 inches (1,937 mm) wide, and 56 inches (1,423 mm) tall. However, it will only be offered as a five-door hatchback—the Sport Turismo variant is no more, we’re told.

At the rear, the light clusters are more three-dimensional now.

Enlarge / At the rear, the light clusters are more three-dimensional now.

Jonathan Gitlin

The design looks a bit sharper than the older car’s, with more pronounced fenders over the wheel and steeply raked LED matrix headlights. At the back, the retractable rear wing is a split-piece affair that pops out and then extends above a certain speed threshold. Keen eyes will also see additional air ducts at the front to better cool the engine bay.

Powertrains

The Panamera was the first Porsche to sport a hybrid powertrain, ignoring, of course, the Lohner-Porsche Semper Vivus of 1899. In 2016, Porsche put a plug-in hybrid powertain into the Panamera for the first time, and it will eventually offer a total of four different PHEV powertrains for the 4th-gen car. It’s only offering one at launch, though, and it’s the Panamera Turbo E-Hybrid. You’ll know you’re looking at a Panamera Turbo because of the distinctive “Turbonite” colored badge and accents, and pedants will be pleased to know that this car does indeed feature forced induction.

In fact, the 4.0 L V8 uses a pair of turbochargers, now monoscroll, rather than the twin-scroll turbines in the old car. This allows the car to heat the catalytic converter more quickly and operate at higher exhaust gas temperatures. There’s no more cylinder deactivation; instead, Porsche’s engineers have used variable valve lift and opening to cope with different engine loads.

There’s an all-new 188-hp (140 kW), 332 lb-ft (450 Nm) electric motor for the PHEV powertrain, which now lives inside the eight-speed dual clutch PDK transmission (which powers all four wheels) rather than downstream of it. Total power and torque output is 670 hp (500 kW) and 685 lb-ft (935 Nm).

  • A cutaway illustration of the Panamera Turbo E-Hybrid’s powertrain.

    Porsche

  • A cutaway illustration of the Panamera plug-in hybrid battery pack.

    Porsche

  • A cutaway showing the internals of the Panamera Turbo Hybrid’s PDK transmission. Note the electric motor on the far left.

    Jonathan Gitlin

The electric motor is always coupled to the transmission, and it’s only when the car wants to add some internal combustion power that a decoupler closes and engages the V8 as well. Under braking, the electric motor can regenerate up to 88 kW before the friction brakes take over. Top speed is 87 mph (140 km/h) under electric power alone, or 190 mph (305 km/h) with the V8 also contributing.

There’s also a new high-voltage traction battery to go with the new electric motor. Porsche has upped the capacity to 25.9 kWh, which should translate to a meaningful increase in the distance one can drive on electric power alone. Porsche has yet to release official EPA fuel efficiency data, so we can’t be specific, but the European WLTP electric-only range is between 76 and 91 km, depending on drive mode, which is about a 75 percent improvement on the previous Panamera PHEV. Recharge times (from 0 to 100 percent) are as low as 2 hours and 39 minutes via the onboard 11 kW AC charger.

The other two powertrains at launch will be the rear-wheel drive Panamera and the all-wheel drive Panamera 4. Both use a 2.9 L twin-turbo V6 gasoline engine, which generates 349 hp (260 kW) and 368 lb-ft (500 Nm), a 10 percent increase in both stats over the outgoing V6 Panamera. Coupled with a new eight-speed PDK transmission, that saves a tenth of a second or two on the 0–60 time—between 4.8 and 5 seconds depending on whether you optioned the Sport Chrono package—and raises the top speed to 168 mph (270 km/h) for the Panamera and 169 mph (272 km/h) for the Panamera 4.

The 2025 Porsche Panamera perfectly balances luxury ride and great handling Read More »

raspberry-pi-powered-ai-bike-light-detects-cars,-alerts-bikers-to-bad-drivers

Raspberry Pi-powered AI bike light detects cars, alerts bikers to bad drivers

Group ride —

Data from multiple Copilot devices could be used for road safety improvements.

Copilot mounted to the rear of a road bike

Velo AI

Whether or not autonomous vehicles ever work out, the effort put into using small cameras and machine-learning algorithms to detect cars could pay off big for an unexpected group: cyclists.

Velo AI is a firm cofounded by Clark Haynes and Micol Marchetti-Bowick, both PhDs with backgrounds in robotics, movement prediction, and Uber’s (since sold-off) autonomous vehicle work. Copilot, which started as a “pandemic passion project” for Haynes, is essentially car-focused artificial intelligence and machine learning stuffed into a Raspberry Pi Compute Module 4 and boxed up in a bike-friendly size and shape.

A look into the computer vision of the Copilot.

While car-detecting devices exist for bikes, including the Garmin Varia, they’re largely radar-based. That means they can’t distinguish between vehicles of different sizes and only know that something is approaching you, not, for example, how much space it will allow when passing.

Copilot purports to do a lot more:

  • Identify cars, bikes, and pedestrians
  • Alert riders audibly about cars “Following,” “Approaching,” and “Overtaking”
  • Issue visual warning to drivers who are approaching too close or too fast
  • Send visual notifications and a simplified rear road view to an optional paired smartphone
  • Record 1080p video and tag “close calls” and “incidents” from your phone

At 330 grams, with five hours of optimal battery life (and USB-C recharging), it’s not for the aero-obsessed rider or super-long-distance rider. And at $400, it might not speak to the most casual and infrequent cyclist. But it’s an intriguing piece of kit, especially for those who already have, or considered, a Garmin or similar action camera for watching their back. What if a camera could do more than just show you the car after you’re already endangered by it?

Copilot's computer vision can alert riders to cars that are

Copilot’s computer vision can alert riders to cars that are “Following,” “Approaching,” and “Overtaking.”

Velo AI

The Velo team detailed some of their building process for the official Raspberry Pi blog. The Compute Module 4 powers the core system and lights, while a custom Hailo AI co-processor helps with the neural networks and computer vision. An Arducam camera provides the vision and recording.

Beyond individual safety, the Velo AI team hopes that data from Copilots can feed into larger-scale road safety improvements. The team told the Pi blog that they’re starting a partnership with Pittsburgh, seeding Copilots to regular bike commuters and analyzing the aggregate data for potential infrastructure upgrades.

The Copilot is available for sale now and shipping, according to Velo AI. A December 2023 pre-order sold out.

Raspberry Pi-powered AI bike light detects cars, alerts bikers to bad drivers Read More »

an-ev-that-charges-30%-faster?-volvo-and-breathe-think-their-tech-can-do-it

An EV that charges 30% faster? Volvo and Breathe think their tech can do it

software-defined battery —

Real-time battery-management algorithms on an embedded processor? Yes, please.

An illustration of a Volvo EV powertrain

Enlarge / Volvo’s electric powertrains are going to get a bit smarter with Breathe’s new real-time battery-management system.

Volvo

Would you like an electric vehicle that can charge up to 30 percent faster than the current breed? If so, you’re not alone—Volvo Cars thinks that’s a desirable outcome, too, which is why the carmaker has invested in and partnered with a British startup called Breathe Battery Technologies. Consequently, Volvo will be the first automaker to add Breathe’s new battery management technology to its EVs, although, before too long you should see Breathe’s tech show up in other EVs, as well as consumer tech devices.

A spinoff out of Imperial College in London, Breathe wants to add some extra brainpower to battery management.

“The frustration that everyone feels is that cell manufacturers brute force and empirically test batteries until they die,” explained Ian Campbell, CEO of Breathe. “They ship the data sheet alongside those batteries that has some numbers baked in, that says “control it according to this A4 piece of paper,” and that significantly underutilizes the complex electrochemistry and materials in the system that they built and shipped.”

Instead of having prebaked charging data that governs that battery pack throughout its life, Breathe instead has developed a dynamic battery management system that provides much more granular control over the pack as it charges. Consequently, it says it can improve charging times by 15–30 percent over current packs.

It seems an intuitive idea—instead of benchmarking a battery at the beginning based on cell specs, why not constantly monitor the pack to know exactly how much charge it can or can’t accept right now?

“It is insanely difficult to take a battery model that is a complicated piece of maths and modeling electrochemistry, to take that to an embedded application processor like the integrated circuit in a Volvo car or any car in the world or any laptop or smartphone,” Campbell told Ars. “That is then fundamentally what enables us to take physics, take equations, algorithms, maths, and electrochemistry, from what’s traditionally been on high-performance computing environments to integrated circuits. By running that real-time, we have the fidelity of control that… enables us to deliver, then, the end-user experience that we really want,” he said.

One can see why an automaker like Volvo might find that attractive—Breathe’s tech requires no hardware changes to Volvo’s EVs, and it’s agnostic of cell chemistry. And since it can run on low-power embedded processors, it’s reasonable to expect it to show up eventually on smaller devices than cars. But Volvo gets to be first.

“For us it’s not important that we have exclusive rights, but it was important for us to be the first mover and with volume as well. Because this is a technology that solves part of the customer pain points with electric cars today,” said Ann-Sofie Ekberg, CEO of the Volvo Cars Tech Fund.

Volvo is keeping coy on exactly which new EV will be the first to feature Breathe’s software, but Ars will keep an ear to the ground to try to find out.

An EV that charges 30% faster? Volvo and Breathe think their tech can do it Read More »

apple-and-tesla-feel-the-pain-as-china-opts-for-homegrown-products

Apple and Tesla feel the pain as China opts for homegrown products

Domestically made smartphones were much in evidence at the National People’s Congress in Beijing

Enlarge / Domestically made smartphones were much in evidence at the National People’s Congress in Beijing

Wang Zhao/AFP/Getty Images

Apple and Tesla cracked China, but now the two largest US consumer companies in the country are experiencing cracks in their own strategies as domestic rivals gain ground and patriotic buying often trumps their allure.

Falling market share and sales figures reported this month indicate the two groups face rising competition and the whiplash of US-China geopolitical tensions. Both have turned to discounting to try to maintain their appeal.

A shift away from Apple, in particular, has been sharp, spurred on by a top-down campaign to reduce iPhone usage among state employees and the triumphant return of Chinese national champion Huawei, which last year overcame US sanctions to roll out a homegrown smartphone capable of near 5G speeds.

Apple’s troubles were on full display at China’s annual Communist Party bash in Beijing this month, where a dozen participants told the Financial Times they were using phones from Chinese brands.

“For people coming here, they encourage us to use domestic phones, because phones like Apple are not safe,” said Zhan Wenlong, a nuclear physicist and party delegate. “[Apple phones] are made in China, but we don’t know if the chips have back doors.”

Wang Chunru, a member of China’s top political advisory body, the Chinese People’s Political Consultative Conference, said he was using a Huawei device. “We all know Apple has eavesdropping capabilities,” he said.

Delegate Li Yanfeng from Guangxi said her phone was manufactured by Huawei. “I trust domestic brands, using them was a uniform request.”

Financial Times using Bloomberg data

Outside of the US, China is both Apple and Tesla’s single-largest market, respectively contributing 19 percent and 22 percent of total revenues during their most recent fiscal years. Their mounting challenges in the country have caught Wall Street’s attention, contributing to Apple’s 9 percent share price slide this year and Tesla’s 28 percent fall, making them the poorest performers among the so-called Magnificent Seven tech stocks.

Apple and Tesla are the latest foreign companies to feel the pain of China’s shift toward local brands. Sales of Nike and Adidas clothing have yet to return to their 2021 peak. A recent McKinsey report showed a growing preference among Chinese consumers for local brands.

Apple and Tesla feel the pain as China opts for homegrown products Read More »

here’s-porsche’s-newest-ev,-the-1,000-horsepower-taycan-turbo-gt

Here’s Porsche’s newest EV, the 1,000-horsepower Taycan Turbo GT

Turbo, Turbo S, Turboest —

The new EV has set lap records at Laguna Seca and the Nürburgring.

A purple Porsche Taycan at Laguna Seca

Enlarge / Porsche’s midlife refresh for the Taycan arrives this summer. Among the changes is a new model called the Taycan Turbo GT.

Porsche

Porsche is adding another new variant to its highly competent Taycan electric sedan. As part of the electric Porsche’s midlife refresh, there’s a new Taycan that sits atop the performance tree, appropriately named the Taycan Turbo GT. It’s the most powerful Taycan you can buy, with a peak output of 1,092 hp (815 kW), and the boffins in Germany have even cut about 157 lbs (72 kg) from the curb weight.

The eagle-eyed Porsche observer probably knew a faster Taycan was on the way. In January, wearing manufacturer’s camo and described as an “unnamed pre-production prototype,” the Taycan Turbo GT lapped the Nürburgring Nordschleife in 7: 05.55, 20 seconds faster than Tesla’s best time with its Model S Plaid (and 26 seconds faster than the Taycan Turbo S, previously the fastest variant).

Now, shorn of its camouflage and proudly bearing the Turbo GT name—as well as sporting the Taycan’s new facelifted look—it has set a new record at Laguna Seca in California. With development driver Lars Kern behind the wheel, the Taycan Turbo GT lapped the 2.2-mile (3.6 km) circuit in 1: 27.87, which is a track record for a production EV at that track.

Power output is 777 hp (580 kW) in normal operation, but engage launch control, and that overboosts to 1,019 hp (760 Nm), with peak power of 1,092 hp for a couple of seconds. And Porsche’s Formula E program has had some influence here: While driving, you can engage “attack mode,” which boosts power by an additional 160 hp (120 kW) for 10-second bursts. Porsche has set up attack mode so it can be engaged or deactivated by a paddle on the steering wheel for ease of use while on track.

Among the changes under the skin are a new rear drive unit, common to the facelifted Taycans. But for the Turbo GT there’s a new silicon carbide pulse inverter that’s capable of up to 900 V, rather than the 600 V inverter in the Taycan Turbo S. The two-speed transmission has also been upgraded to cope with the Turbo GT’s peak torque of 988 lb-ft (1,340 Nm).

  • The purple car with the big rear wing is the Turbo GT with the Weissach package.

    Porsche

  • Lars Kern set laps in a pair of Taycan Turbo GTs—the purple car and this black one.

    Porsche

  • The Taycan Turbo GT negotiates the corkscrew.

    Porsche

  • The “purple sky metallic” paint is one of two new colors for the Turbo GT for this year.

    Porsche

  • The Turbo GT interior.

    Porsche

  • A rather happy-looking Lars Kern next to his record-setting rides.

    Porsche

You’ll need to specify the Turbo GT with the Weissach package—named for Porsche’s R&D base near Stuttgart—if you want to save weight as well as add power. This uses carbon fiber to replace heavier trim pieces, thinner glass, and a lighter sound system and ditches the automatic closing of the rear trunk, plus one of the two charge ports and even the rear speakers in order to save the aforementioned 157 lbs.

The Weissach package also cuts the 0-60 mph time from 2.2 seconds down to 2.1 seconds and allows for a 190 mph (306 km/h) top speed instead of topping out at 180 mph (290 km/h).

“The track at Laguna Seca pushes the Taycan Turbo GT to the limit. It’s the overall package that makes the difference,” said Kern. “The Turbo GT with Weissach package sets new standards in almost every metric. These include acceleration and braking, an “Attack Mode” that’s intuitive to use, and a powertrain designed for maximum traction and performance. And the cornering grip levels are just as impressive. The controllability and light-footedness are unbelievable. The tires work very well, and you have the right balance in every driving situation. It is incredibly good fun to drive this car around the undulating track at Laguna Seca.”

None of this comes cheap, however. The 2025 Taycan Turbo GT will start at $230,000 when it arrives in showrooms this summer.

Here’s Porsche’s newest EV, the 1,000-horsepower Taycan Turbo GT Read More »

gm-starts-selling-chevy-blazer-evs-again,-cuts-prices-up-to-$6,250

GM starts selling Chevy Blazer EVs again, cuts prices up to $6,250

still no carplay, though —

Bad software, charging problems led Chevy to stop selling the Blazer EV in December.

A red chevrolet Blazer EV

Enlarge / Chevrolet suspended sales of the Blazer EV for three months as a result of software and charging problems.

Jonathan Gitlin

The Chevrolet Blazer EV is back on sale today, more than three months after the automaker took its newest electric vehicle off the market due to a litany of software problems. It has also cut Blazer EV prices, and the company says that the EV now qualifies for the full $7,500 IRS clean vehicle tax credit.

The Blazer EV was the first Chevrolet-badged EV using General Motors’ new Ultium battery platform. Introduced at CES in 2022, Chevrolet actually started delivering the first Blazer EVs last August. But not very many of them—by the end of the year, only 463 Blazer EVs had found homes.

Ars drove the Blazer EV in December and came away unconvinced. On the road, it suffered from lots of NVH, and we ran into software bugs with the Ultifi infotainment system. We weren’t the only ones to experience problems—charging bugs left another journalist stranded on a road trip with a Blazer EV that refused to charge.

Three days later, GM issued a stop-sale order for the car.

Now, the Blazer EV is on sale again and with what Chevrolet is calling “significant software updates.” Some of these are to the UI, but those charging problems should be solved now as well.

The other problem with the Blazer EV, beyond quality issues, was its rather high price. The promised $44,995 version was ditched before the car was launched; instead, the cheapest Blazer EV on sale was the $56,715 all-wheel drive LT, and at $60,215 the all-wheel drive Blazer EV RS was more expensive than the closely related Cadillac Lyriq.

To help tempt customers back into the showroom, Chevrolet has also given the Blazer EV a hefty price cut. Now, the Blazer EV LT costs $50,195, $6,520 less than at launch. The Blazer EV RS got $5,620 cheaper and now starts at $56,175.

GM starts selling Chevy Blazer EVs again, cuts prices up to $6,250 Read More »