Automated driving in cities

Bosch and Daimler select Nvidia AI platform

  • Bosch and Daimler to source Drive Pegasus platform AI processors and software supplied by the U.S. AI computing company Nvidia
  • Systems architectures for fully automated and driverless urban driving must be versatile, redundant, and fail-operational.
  • Bosch and Daimler machine-learning methods will generate vehicle-driving algorithms.
  • ECU network for automated urban driving handles hundreds of trillion operations per second.

Stuttgart – Automated vehicles are complex computers on wheels. And they need even more computing power if they are to negotiate city traffic automatically, with input sourced from an array of disparate surround sensors. In their alliance to put highly automated and driverless vehicles on urban streets, Bosch and Daimler have specified the computing power needed for their prospective system. The two companies have selected and signed an agreement with the U.S. AI computing company Nvidia as a supplier for the artificial intelligence (AI) platform they need. AI is an important building block in fully automated and driverless vehicles’ network of several individual ECUs (Electronic control units). Under this contract, Nvidia will provide its Drive Pegasus platform powered by high performance AI automotive processors along with system software that will process the vehicle-driving algorithms generated by Bosch and Daimler using machine-learning methods. As a result, the ECU network will reach a computing capacity of hundreds of trillion operations per second. This is akin to the performance delivered by at least six synchronized, highly advanced deskside computer workstations. Bosch and Daimler will also be able to tap Nvidia’s expertise to help develop the platform.

Sensor data processed within fractions of a second
A versatile, redundant, and fail-operational systems architecture is needed to make automated driving in cities a reality. The performance bar for the networked ECUs is no lower, as navigating city traffic is a tremendous amount of work. This network handles all the information gathered and transmitted by disparate radar, video, lidar, and ultrasonic sensors. Just one video sensor, such as Bosch’s stereo video camera, generates 100 gigabytes of data in just one kilometer. The ECU network combines data sourced from all the surround sensors in a process called sensor fusion. Within fractions of a second, it assesses this information and plans the trajectory of the vehicle. This is as fast as the sensation of touch that needs between 20 and 500 milliseconds to reach the human brain. Bosch and Daimler bring many years of experience to the development of functional safety systems. To achieve maximum safety and reliability, the necessary computing operations are done by a number of circuits in parallel. In the unlikely event of a malfunction, the results of these parallel calculations can be accessed in a flash.

ECU network to be integrated into battery cells’ cooling circuit
The high computing capacity and the huge number of operations to be performed mean that the ECU network needs to be cooled. Bosch and Daimler developed an efficient concept based on liquid cooling. In this jointly developed system for highly automated and driverless driving in cities, Mercedes-Benz intends to deploy battery-powered vehicles. These cars have a cooling system on board, so engineers can make the most of this legacy technology by integrating the ECU network into the battery cells’ advanced cooling circuit.

(Source: Bosch Media)

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48V Technology in the Kia

The powertrain combines a 48V system with a diesel engine. The first mild hybrid diesel will be the Kia Sportage compact SUV, and then in 2019, in the Kia cee’d.

The 48V system of the Kia mild hybrid powertrain consists of a belt-integrated starter generator, a DC/DC converter for connecting the 48 and 12V systems, and a lithium-ion battery. This has a capacity of 0.46 kWh. Kia state that, in the new WLTP (Worldwide harmonized Light vehicles Test Procedure), the 48V system emits up to 4% less CO2.

48V Hybrid (Source: Kia)

The starter generator can produce up to 10kW of power, and provides additional torque during acceleration, taking some of the load off the diesel engine. In regeneration mode, energy is saved while braking, driving downhill and coasting. Kia is able to combine the mild hybrid system with both manual and automatic gearboxes, and with front, rear and all-wheel drive. In future, Kia state that 48V systemswill also be available with petrol engines.

Axial-flux EV motor technology

YASA P400 series electric motors and generators are small and light, capable of delivering up to 370 N·m of torque and 160 kW of power from an axial length of 80.4 mm.

Motor developments for electric vehicles (EVs) often are shaded by the emphasis placed on battery capability. But the enduring need to deliver improved packaging, power, torque and range from EVs brings significant opportunity for new approaches to motor design and production.

More information on the SAE website:

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Key elements for autonomous driving functions

Information from ZF:

  • Developing new and extremely high-performance assistance solutions
  • New mobility concepts
  • Vision Zero Accidents

Instead of driving the vehicle, you can opt to do something else: That is the vision of autonomous driving. ZF systems are already coming close to making this vision a reality.×90-Sudoku_EN

Bosch diesel technology provides solution to NOx problem

Bosch CEO Denner also calls for transparency on fuel consumption and CO2 emissions

  • „Unprecedented emissions: NOx 10 times lower than limits set for 2020
  • „New Bosch technology retains advantage with regard to fuel consumption and environmental impact
  • „Denner: “There’s a future for diesel. Soon, emissions will no longer be an issue.”
  • „Internal combustion engines equipped with artificial intelligence have almost zero impact on air quality
  • „Appeal to politicians: fuel consumption should be measured on the road and emissions analysed from well to wheel

Stuttgart and Renningen, Germany: “There’s a future for diesel. Today, we want to put a stop, once and for all, to the debate about the demise of diesel technology.” It was with these words that the Bosch CEO Dr. Volkmar Denner, speaking at the company’s annual press conference, announced a decisive breakthrough in diesel technology. New developments from Bosch could enable vehicle manufacturers to reduce emissions of nitrogen oxides (NOx) so drastically that they already comply with future limits. Even in RDE (real driving emissions) testing, emissions from vehicles equipped with the newly premiered Bosch diesel technology are not only significantly below current limits but also those scheduled to come into force from 2020. Bosch engineers achieved these results by refining existing technologies. There is no need for additional components, which would drive up costs. “Bosch is pushing the boundaries of what is technically feasible,” Denner said. “Equipped with the latest Bosch technology, diesel vehicles will be classed as low-emission vehicles and yet remain affordable.” The Bosch CEO also called for greater transparency with regard to the CO2 emissions caused by road traffic and called for fuel consumption and thus CO2 emissions to be also measured under real conditions on the road in the future.

Record readings under real driving conditions: 13 mg NOx per kilometre

Since 2017, European legislation has required that new passenger car models tested according to an RDE-compliant mix of urban, extra-urban, and freeway cycles emit no more than 168 milligrams of NOx per kilometre. As of 2020, this limit will be cut to 120 milligrams. But even today, vehicles equipped with Bosch diesel technology can achieve as little as 13 milligrams of NOx in standard legally-compliant RDE cycles. That is approximately one-tenth of the prescribed limit that will apply after 2020. And even when driving in particularly challenging urban conditions, where test parameters are well in excess of legal requirements, the average emissions of the Bosch test vehicles are as low as 40 milligrams per kilometre. Bosch engineers have achieved this decisive breakthrough over the past few months. A combination of advanced fuel-injection technology, a newly developed air management system, and intelligent temperature management has made such low readings possible. NOx emissions can now remain below the legally permitted level in all driving situations, irrespective of whether the vehicle is driven dynamically or slowly, in freezing conditions or in summer temperatures, on the freeway or in congested city traffic. “Diesel will remain an option in urban traffic, whether drivers are tradespeople or commuters,” Denner said.

Bosch delivered proof of this innovative advance at a major press event in Stuttgart. Dozens of journalists, from both Germany and abroad, had the opportunity to drive test vehicles equipped with mobile measuring equipment in heavy city traffic, under especially challenging conditions. The results recorded by the journalists, along with the route driven, can be viewed here. As the measures to reduce NOx emissions do not significantly impact consumption, the diesel retains its comparative advantage in terms of fuel economy, CO2 emissions, and therefore climate-friendliness.

Artificial intelligence can further boost combustion engines’ performance

Even with this technological advance, the diesel engine has not yet reached its full development potential. Bosch now aims to use artificial intelligence to build on these latest advances. This will mark another step toward a major landmark: the development of a combustion engine that – with the exception of CO2 – has virtually no impact on the ambient air. “We firmly believe that the diesel engine will continue to play an important role in the options for future mobility. Until electromobility breaks through to the mass market, we will still need these highly efficient combustion engines,” Denner said. His ambitious target for Bosch engineers is the development of a new generation of diesel and gasoline engines that produce no significant particulate or NOx emissions. Even at Stuttgart’s Neckartor, a notorious pollution black spot, he wants future combustion engines to be responsible for no more than one microgram of NOx per cubic meter of ambient air – the equivalent of one-fortieth, or 2.5 percent, of today’s limit of 40 micrograms per cubic meter.

Bosch wants to go further: transparency and realistic testing for consumption and CO2

Denner also called for a renewed focus on CO2 emissions, which are directly related to fuel consumption. He said that consumption tests should no longer be conducted in the lab but rather under real driving conditions. This would create a system comparable to the one used for measuring emissions. “That means greater transparency for the consumer and more focused climate action,” Denner said. Moreover, any assessment of CO2 emissions should extend significantly further than the fuel tank or the battery: “We need a transparent assessment of the overall CO2 emissions produced by road traffic, including not only the emissions of the vehicles themselves but also the emissions caused by the production of the fuel or electricity used to power them,” Denner said. He added that a more inclusive CO2 footprint would provide drivers of electric vehicles with a more realistic picture of the impact of this form of mobility on the climate. At the same time, the use of non-fossil fuels could further improve the CO2 footprint of combustion engines.

Product development code: ethical technology design

Denner, who also has corporate responsibility for research and advance engineering, presented Bosch’s product development code to the public. This lays down the company’s principles for the development of Bosch products. First, the incorporation of functions that automatically detect test cycles is strictly forbidden. Second, Bosch products must not be optimized for test situations. Third, normal, everyday use of Bosch products should safeguard human life as well as conserve resources and protect the environment to the greatest possible extent. “In addition, the principle of legality and our ‘Invented for life’ ethos guide our actions. If in doubt, Bosch values take precedence over customers’ wishes,” Denner said. Since mid-2017, for example, Bosch has no longer been involved in customer projects in Europe for gasoline engines that do not involve the use of a particulate filter. A total of 70,000 associates, mainly from research and development, will receive training in the new principles by the end of 2018, as part of the most extensive training program in the company’s more than 130-year history.

Technical questions and answers on the new Bosch diesel technology

What distinguishes the new diesel technology?

To date, two factors have hindered the reduction of NOx emissions in diesel vehicles. The first of these is driving style. The technological solution developed by Bosch is a highly responsive air-flow management system for the engine. A dynamic driving style demands an equally dynamic recirculation of exhaust gases. This can be achieved with the use of a RDE-optimized turbocharger that reacts more quickly than conventional turbochargers. Thanks to a combination of high- and low-pressure exhaust-gas recirculation, the air-flow management system becomes even more flexible. This means drivers can drive off at speed without a spike in emissions. Equally important is the influence of temperature. To ensure optimum NOx conversion, the exhaust gases must be hotter than 200 degrees Celsius. In urban driving, vehicles frequently fail to reach this temperature. Bosch has therefore opted for a sophisticated thermal management system for the diesel engine. This actively regulates the exhaust-gas temperature, thereby ensuring that the exhaust system stays hot enough to function within a stable temperature range and that emissions remain at a low level.

When will the technology be ready for production?

Bosch’s new diesel system is based on components that are already available in the market. It is available to customers effective immediately and can be incorporated into production projects.

Why is urban driving more demanding than extra-urban or freeway driving?

To ensure optimum NOx conversion, the exhaust gases must be hotter than 200 degrees Celsius. This temperature is often not reached in urban driving, when cars are stuck in gridlock or stop-and-go traffic. As a result, the exhaust system cools down. Bosch’s new thermal management system remedies this problem by actively regulating the exhaust gas temperature.

Does the temperature regulation require an auxiliary 48-volt heater installed in the exhaust-gas system or additional components of a similar kind?

Bosch’s new diesel system is based on components already available in the market and does not require an additional 48-volt on-board electrical system.

Will the new Bosch technology make the diesel engine significantly more expensive?

The Bosch diesel technology is based on components already in use in production vehicles. The decisive advance comes from a new combination of existing technology. It does not require any additional hardware components. So, reducing emissions will not make diesel vehicles any less affordable.

Will the diesel engine lose its comparative advantage in fuel economy and climate-friendliness as a result of the new technology?

No. Our engineers’ goal was clear: to reduce NOx emissions while retaining the diesel’s comparative advantage in terms of CO2 emissions. Diesel will thus remain a climate-friendly option.

Holographic lighting with 3D effects

Hella has designed holographic lighting with 3D effects for headlamps and taillights. Automakers could use the displays to communicate critical information to other drivers and autonomous vehicles. Image shows a concept static display. (Hella)