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    EDAG Tech Insights

    into Software & Digitalisation

     

    tech insights

    More and more applications are leveraging the power of machine learning and neural networks for object recognition. However, how efficient artificial intelligence is at such tasks depends, among other things, on the quality of the training data. With the right tools, suitable data sets can be generated via tablet and smartphone. Is the road clear...

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    "Heavy rainfall events" are occurring ever more often as a result of climate change and they are causing more and more damage. Additional efforts are required to protect life, property and infrastructure of towns and cities. The heavy rainfall early warning system can help decisively minimize damage. On May 19, 2022, Mundelsheim local council...

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    Workshop orders, activity reports from service technicians or customer complaints – it is standard practice to document all of these in databases, along with the associated repair measures or other solutions. However, once the case is closed, the information stored is hardly ever accessed again. Even though it contains valuable practical...

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    The fully autonomous passenger car is still a long way off. However, driver assistance systems that can at least provide support are advancing at a rapid rate. Essentially, they are based on recognition of the vehicle's environment. Artificial intelligence helps ensure that they work reliably even in adverse weather conditions and if there is dirt...

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    The question of when a component or subsystem will reach the end of its life cycle and be in danger of failing is even more critical in aerospace engineering than in other industries. It is true that more and more sensors are monitoring the loads and functionality of numerous components. However, this flood of data calls for modern software...

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    When designing components, conserving energy and material is now an obligation. Using computer-based simulation procedures makes it possible to configure the shape of a component for minimal material use – this is referred to as topology optimization. If there are errors in this process, then there will be failures in practical application, if the...

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    For every project, there are detailed product specifications setting out the task and objective. They also contain details from which the skills required can be derived. This enables project teams to be put together with great precision. The necessary information can be automatically extracted from the specifications using artificial intelligence.

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    The analysis of video data for the recognition of movement using artificial intelligence (AI) requires a lot of materials and energy. However, neural networks that are processing information via two different data streams deliver results of high accuracy with little effort. The EDAG research project furthermore offers optimization potential for...

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    Whether for planned maintenance or due to unplanned downtime - if the assembly lines are at a standstill and no cars can be produced, the company loses money. Predictive maintenance promises a solution: this is a method that helps to optimise maintenance intervals and detect incipient problems in good time, long before the machinery breaks down....

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    The digitalization of traffic in Germany is continually gathering pace. Using vehicle and traffic infrastructure data opens up numerous opportunities, for example in the development of smart cities or new business models. But for this to happen, we need unhindered communication by means of open standards – and the corresponding publicly-owned...

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