Daniel Francis Holzhauer

Title: Innovations and Contributions of Daniel Francis Holzhauer

Introduction

Daniel Francis Holzhauer, based in Burnt Hills, NY, is a remarkable inventor known for his extensive contributions to the field of industrial technology. With a remarkable portfolio of 18 patents, Holzhauer's work focuses on developing advanced control systems and cyber-security measures for industrial assets. His innovative solutions not only enhance operational efficiency but also provide robust protection against cyber threats.

Latest Patents

Among his latest patents, Holzhauer has developed a groundbreaking system for feature extraction aimed at modeling large-scale complex control systems. This system employs heterogeneous monitoring nodes that generate time-series values associated with the operations of industrial assets. An offline abnormal state detection model creation computer processes these values through a feature extraction process, utilizing a multi-modal and multi-disciplinary framework to produce feature vectors. Following this, the system performs feature dimensionality reduction to create a selected subset of feature vectors. The digital models derived through this data-driven machine learning approach can help in identifying input/output variables and facilitate the automatic generation of domain-level features for detecting abnormal states.

In addition, his work on an industrial asset cyber-attack detection algorithm verification platform marks a significant advancement in cyber-security. This platform is designed to receive a continuous stream of detection algorithm data and store it in a secure manner. By utilizing a secure, distributed ledger, the platform ensures that any suspicious data is marked as invalid while still allowing for verification through transaction identifiers. This innovative approach not only safeguards industrial operations but also enhances the reliability of cyber-attack detection systems.

Career Highlights

Holzhauer's career spans notable employment with significant companies, including General Electric Company and GE Infrastructure Technology, LLC. His affiliations with these industry leaders have provided him with a valuable platform to apply his inventive ideas and solutions.

Collaborations

Throughout his career, Holzhauer has collaborated with diverse professionals, including coworkers Lalit Keshav Mestha and Cody Joe Bushey. These collaborations have fostered a creative environment where innovative ideas can be shared and developed into impactful technologies.

Conclusion

Daniel Francis Holzhauer's contributions to technology and innovation, particularly within industrial systems and cybersecurity, exemplify the power of inventive thinking. His 18 patents reflect a commitment to advancing technology for operational excellence and security, marking him as a key figure in the realm of industrial innovation. As he continues to explore new frontiers, the impact of his work will undoubtedly resonate across various industries.