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Watch Stanford's self-driving Audi hit the track

Sending a self-driving race car around a track with nobody inside seems pointless – there's no driver to enjoy the ride, and the car certainly isn't getting a thrill out of it. But the students performing research with Stanford University's Audi TTS test rig "Shelley" (not to be confused with Audi's own self-driving race cars) are getting a kick out of the numbers generated by the machine. "A race car driver can use all of a car's functionality to drive fast," says Stanford Professor Chris Gerdes. "We want to access that same functionality to make driving safer." The teams push the car to speeds over 120mph and the computers have executed lap times nearly as fast as professional drivers. However, they also spend a lot of time maneuvering at 50 to 75 mph, the speeds where accidents are most likely to happen. That way, the students can figure out how to incorporate braking, throttle and maneuvering to develop new types of automatic collision avoidance algorithms. Better technology, for instance, could have saved Google from a recent slow-speed accident where its vehicle was struck by a bus. During race days, students break into teams to perform different types of research. "Once you get to the track, things can go differently than you expect. So it's an excellent lesson of advanced planning," says Gerdes. In the latest rounds of testing, for instance, one PhD student developed emergency lane-change algorithms, while another recorded a skilled human driver in an attempt to convert his behavior into a driving algorithm. The main goal, of course, is to prepare students for something they may not have expected -- an automotive industry that is adopting self-driving technology at breakneck speeds. This article by Steve Dent originally ran on Engadget, the definitive guide to this connected life. Green Audi Technology Coupe Autonomous Vehicles Racing Vehicles Performance Videos racecar research

Ford Mustang outsold Audi TT and Porsche 911 in Germany

Despite being the antithesis of the cars Germany is known for, the new Ford Mustang was the best selling sports car in the land of schnitzel and beer last month by a whisker. The Mustang beat out the Audi TT by 780 units to 708, and it beat Germany's best known performance car, the Porsche 911, 780 to 752. That makes some sense, right? The Mustang has to be cheaper than those competitors, right? Not really. Both the EcoBoost and V8-powered Mustang have higher starting prices than the equivalent TT. The 2.3-liter, EcoBoost-powered Mustang starts at 38,000 euros (around $43,300 at today's rates), while the front-drive Audi TT starts at 35,950 euros (about $41,000). The V8-powered Mustang GT, meanwhile, starts at 43,000 euros (about $49,000), which is just 2,550 euros more than the Quattro-equipped TT. When 310 horsepower or 435 hp can be had for just a couple thousand more than 220 hp, it's easy to understand the Mustang's success. The 911, of course, is a lot more expensive than the Mustang. You can buy two Mustang GTs for the price of a single Carrera. But Ford also managed to beat out the Porsche's smaller siblings, the Boxster and Cayman twins, which sold a combined 642 vehicles. Again, the pony car is significantly cheaper, but that doesn't do much to lessen the impact of the Mustang's victory. If you're in Germany and are concerned about this American invasion, you shouldn't be (yet). The TT is Germany's best-selling sports car from January through March, with 2,299 to the Ford's 1,823. Porsche is breathing down the pony car's neck, too, with 1,811 units in 2016. It'll be interesting to see if Ford's successful March carries on into the rest of 2016. Related Video:

Recharge Wrap-up: Air Liquide buys Airgas, Audi automated parking in Boston

Air Liquide will buy US competitor Airgas for $13.4 billion. The Paris-based industrial gases company — also a major producer of hydrogen gas — will pay $143 per share in the acquisition of Airgas. The deal could help Air Liquide surpass German rival Linde as the world's top industrial gases company. "The US is a very attractive gas market, it's the largest industrial gas market worldwide," says Air Liquide CEO Benoit Potier. "It's the fastest growing market among advanced economies." Read more from Bloomberg. The US Department of Energy (DOE) will announce a new funding opportunity for hydrogen and fuel cell technology. Expected to be worth up to $35 million, the funding will focus particularly on the research, development and demonstration of technology for light duty passenger vehicles with the goal of reducing greenhouse gas emissions and petroleum consumption. This includes hydrogen production, delivery and storage, as well as fuel cell technologies, manufacturing and analysis. The DOE expects to issue the Funding Opportunity Announcement around December 10. Read more at Green Car Congress. Audi will bring network infrastructure and automated parking to the Boston area. In an agreement with the city of Somerville, Massachusetts, Audi will work to improve traffic flow and increase the efficiency of space used for parking. As the city continues to develop, Audi's automated parking project will help decrease the amount of land needed to park cars, and the extra space can be used for more important real estate. Also, an intelligent traffic management project connecting cars to traffic lights can help reduce congestion. Read more in the press release below. Audi brings automated parking to the Boston area November 17, 2015 | INGOLSTADT/BARCELONA • Memorandum of Understanding between Audi and the US city of Somerville • Urban innovations – networking with traffic lights and automated parking • Real-estate developers save space and money thanks to self-parking cars Audi and the city of Somerville, Massachusetts, are planning joint innovations for the city of the future on the east coast of the USA. Audi CEO Rupert Stadler and Mayor Joseph A. Curtatone signed a Memorandum of Understanding in the context of the Smart City Expo World Congress in Barcelona. They agreed to develop an urban strategy for Somerville, applying technologies for swarm intelligence or automated parking, and networking cars with traffic lights.