According to foreign media reports, the German Research Center for ArTIficial Intelligence (DFKI) and IAV announced that they have launched a joint R&D lab to use artificial intelligence applications in automotive R&D.
DFKI is located in Kaiserslautern, Germany, which offers a new test environment and is currently developing a special analysis of artificial intelligence to apply this technology to automotive R&D testing. Researchers focus on two major techniques: deep learning and TIME series analysis.
IAV plans to exploit the potential of artificial intelligence technology and apply it to research and development procedures and methods for powertrain R&D. It involves the use of artificial intelligence technology in engine control systems such as electronic control units to exploit the potential of artificial intelligence technology. Energy efficiency and robustness of the R&D process.
It is believed that the future automotive industry is highly likely to monitor and optimize test data, electronic control units and test benches using intelligent data analysis. For example, a modern engine control unit has more than 50,000 set parameters that will play a decisive role in engine fuel consumption, wear and overall performance.
The use of deep learning techniques for the control unit (more precisely, using a neural network) will give the control unit the ability to independently "learn", allowing it to learn to optimize each input parameter. In the process of time series analysis, the engine test data can be analyzed by using the neural network technology to realize the predictive engine condition monitoring and predict the time of equipment wear and maintenance. In addition, such methods can be developed in new R&D laboratories.
At the same time, the new lab, called FLaP, will focus on new visualization options for processing diverse measurement data from neuron networks, with the aim of creating toolboxes for artificial intelligence tools that enable automotive engineers to develop Visually select the toolbox you need.
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