This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignee: Robert Bosch. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations by Raimund Kaiser in Battery Monitoring Technology
Introduction
Raimund Kaiser is an accomplished inventor based in Ditzingen, Germany. He has made significant contributions to the field of battery monitoring through his innovative methods and devices. His work focuses on enhancing the reliability and safety of device batteries, particularly through the application of machine learning techniques.
Latest Patents
Raimund Kaiser holds a patent for a method and device for detecting a critical anomaly in a device battery based on machine learning methods. This patent outlines a comprehensive approach for monitoring device batteries to identify anomalies in their operation. The method involves providing temporal operational variable profiles of operational variables for the device battery. It also includes determining an input dataset of operational characteristics for a historical evaluation period based on these profiles. An anomaly detection model, utilizing an encoder/decoder framework, is employed to assess the reconstruction error for the input dataset. The encoder/decoder model is trained with datasets from normally functioning device batteries to ensure accurate reconstruction. When a reconstruction error is detected, a rule-based criticality value is established, which is informed by one or more characteristic-based criticality values. Additionally, the method signals the type of error encountered.
Career Highlights
Raimund Kaiser is currently associated with Robert Bosch, a leading global supplier of technology and services. His role at Bosch allows him to leverage his expertise in battery technology and machine learning to develop innovative solutions that enhance battery performance and safety.
Collaborations
Raimund has collaborated with notable colleagues, including Alexandr Savinov and Parameswaran Krishnan. These collaborations have contributed to the advancement of battery monitoring technologies and the successful implementation of innovative solutions in the industry.
Conclusion
Raimund Kaiser’s contributions to battery monitoring technology through his innovative patent demonstrate his commitment to improving device safety and reliability. His work at Robert Bosch and collaborations with esteemed colleagues further highlight his impact in the field.