Press Releases

Over the past three decades, Machine Learning has permeated the optimization of production processes, material and machine design and can now be found everywhere in industrial practice. It is therefore important for industry professionals to develop a basic understanding of it. Prof. Dr. Anita Schöbel, Director of the Fraunhofer Institute for Industrial Mathematics ITWM, together with Prof. Dr. Jürgen Franke from the Universitiy of Kaiserslautern-Landau (RPTU), has published the book »Statistical Machine Learning for Engineering with Applications«, which provides an accessible introduction to the concepts and methods of Machine Learning.

News from the Dutch Schoonschip: Since January, the floating energy community of 30 houses has been connected to the energy and flexibility markets. The innovative solution from the Fraunhofer Institute for Industrial Mathematics ITWM for the real-time prognosis of consumption and local generation and price optimization enables the community to buy and sell electricity at the best possible prices on the day-ahead energy market. In addition, the 30 batteries are marketed by a trader on the imbalance market. This allows the community to further increase its flexibility and reduces energy costs for its members.

From the automotive sector to production: Simulations and digital twins are crucial to many companies. highly dynamic processes often cannot be satisfactorily mapped with conventional software, researchers at the Fraunhofer Institute for Industrial Mathematics ITWM have developed a new method that works without a rigid computational grid and is able to simulate complex processes with great time savings and thus cost-effectively. Their efforts have earned them the 2024 Joseph von Fraunhofer Prize.

Optimizing batteries, whether for e-mobility or for large storage systems, is one of the most important tasks for industry and science. At the Fraunhofer Institute for Industrial Mathematics ITWM, the simulation of battery models has been part of day-to-day business for years. The Rhineland-Palatinate Ministry of Science and Health is now supporting a new project with just under one million euros to model the entire manufacturing process.