Using Machine Learning components in critical systems requires a sound safety concept and the ability to argue and prove that the risk of the considered system is acceptably low. In our previous blog post (Dealing with uncertainties of Machine Learning…
In the realm of agile software development, the efficient handling of bugs is important to ensuring reduction of efforts in most software projects. Rapid identification and resolution of bugs are significant to reduce the effort involved in most software projects…
In today’s rapidly evolving automotive and aerospace industries, ensuring system safety and regulatory compliance is critical. The need for more structured and clearer safety cases is required by existing and upcoming regulation and standards (e.g. AFGBV (German L4 law), EU…
The evolution of vehicle infotainment systems has dramatically enhanced the driving experience. This is achieved by incorporating advanced functionalities such as navigation, multimedia, and connectivity options. Therefore, meticulous testing is crucial to ensure the reliability and functionality of these sophisticated…
The topic of data spaces has gained increased traction in Europe and beyond. In this blog post, we will talk in a compact way about the history of the concept, its current definition, and the significant challenges that lie ahead…
Development and testing of Advanced Driver Assistance Systems (ADAS) and autonomous driving technologies are of paramount importance in the rapidly evolving automotive industry [1]. Therefore, in collaboration with our industrial partners aSR and CADFEM, we built a driving simulator that…
In today’s complex technological landscape, ensuring system safety is paramount. The Systems Theoretic Process Analysis (STPA) framework provides a structured approach for identifying and mitigating safety risks in intricate systems. At the forefront of this methodology is safeTbox, an STPA…
Dieser Artikel ist auch in Deutsch verfügbar: Der FMI-Standard und seine Bedeutung für die Industrie FMI as a means to accelerate product development The Functional Mock-up Interface (FMI) standard is an open standard first released in 2010 as a solution…
As is the case in many domains today, data in the agricultural domain is fragmented, stored in disparate silos that have private standards and closed architectures. The lack of interoperability and trust resulting from such a setup hinders the sharing…
Service-based production promises a plethora of benefits, such as higher revenues, by providing custom-tailored products or a significant reduction of the time between the placement of a customer order and its fulfillment. However, how can service-based production be realized? Delve…
