Mathias Hakenberg

Title: Mathias Hakenberg: Innovator in Batch Production Systems

Introduction

Mathias Hakenberg is an accomplished inventor based in Plainsboro, NJ (US). He has made significant contributions to the field of production systems through his innovative patent. His work focuses on enhancing the efficiency of batch production using advanced technologies.

Latest Patents

Hakenberg holds a patent titled "System and method for supporting execution of batch production using reinforcement learning." This computer-implemented method supports the execution of batch production by a production system. It involves acquiring a system state defined by shop floor status, inventory status, and product demand. The method processes this system state using a reinforcement learned policy, which includes a deep learning model to output a control action that defines an integer batch size of a selected product type. The control action is determined by using learned parameters of the deep learning model to compute logits for a categorical distribution of predicted product types and batch sizes. This innovative approach aims to optimize production efficiency on the shop floor.

Career Highlights

Mathias Hakenberg is currently employed at Siemens Corporation, where he applies his expertise in production systems. His work at Siemens has allowed him to contribute to cutting-edge projects that leverage machine learning and artificial intelligence to improve manufacturing processes.

Collaborations

Hakenberg collaborates with talented professionals in his field, including Yubo Wang and Ulrich Muenz. These collaborations enhance the development of innovative solutions in batch production.

Conclusion

Mathias Hakenberg is a notable inventor whose work in batch production systems exemplifies the integration of advanced technologies in manufacturing. His contributions continue to influence the industry and pave the way for future innovations.