Company Filing History:
Years Active: 2024-2025
Title: Matthias Walczyk: Innovator in Air Handling and Machine Learning Technologies
Introduction
Matthias Walczyk is a prominent inventor based in Duesseldorf, Germany. He has made significant contributions to the fields of air handling systems and machine learning applications in building equipment. With a total of 2 patents, Walczyk is recognized for his innovative approaches to enhancing efficiency and reliability in these technologies.
Latest Patents
Walczyk's latest patents include an air handling unit and a method using a reinforcement learning model that replicates model predictive control simulation. This method involves generating a mixed air temperature value using a reinforcement learning model running on an edge controller. The model takes a temperature setpoint and a weather forecast as inputs, and it controls damper positions of an air handling unit to achieve the desired mixed air temperature value.
Another notable patent focuses on edge devices and gateways with machine learning for detecting anomalies in building equipment vibration data. This system comprises multiple vibration sensors attached to a unit of building equipment, with an edge device positioned between the sensors and a communications network. The edge device is designed to detect abnormalities in vibration data by processing streams of data from the sensors, applying a machine learning model, and communicating relevant findings to a computing system.
Career Highlights
Matthias Walczyk is currently employed at Tyco Fire & Security GmbH, where he continues to develop innovative solutions in the field of fire safety and security systems. His work emphasizes the integration of advanced technologies to improve operational efficiency and safety in building management.
Collaborations
Walczyk collaborates with notable colleagues, including Andrew S. Pike and John M. Sullivan, who contribute to his projects and innovations. Their teamwork enhances the development of cutting-edge technologies in their respective fields.
Conclusion
Matthias Walczyk stands out as an influential inventor whose work in air handling and machine learning is paving the way for advancements in building technology. His patents reflect a commitment to innovation and efficiency, making a significant impact in the industry.