Daniel Jude Organ

Title: Innovations by Daniel Jude Organ

Introduction

Daniel Jude Organ is an accomplished inventor based in Peoria, Illinois. He has made significant contributions to the field of machine performance optimization through his innovative patents. With a total of three patents to his name, Organ's work focuses on enhancing the efficiency and reliability of machinery.

Latest Patents

One of Organ's latest patents is titled "Systems and methods for wear assessment and part replacement timing optimization." This method involves training a wear estimate model to predict various wear patterns for machine parts. By utilizing labeled training images, a neural network is trained to assess the wear on deployed parts. The model provides wear estimates that help determine the optimal timing for part replacement, thereby improving machine performance.

Another notable patent is "Systems and methods for identifying machine anomaly root cause based on a selected reduced order model and a selected fault model." This method creates a reduced order model for a digital twin of a specific machine type. By comparing current data with measured outputs, the method identifies operating anomalies and determines their root causes by analyzing various fault models. This innovation aids in maintaining machine reliability and performance.

Career Highlights

Daniel Jude Organ is currently employed at Caterpillar Inc., a leading company in the manufacturing of construction and mining equipment. His work at Caterpillar has allowed him to apply his innovative ideas to real-world applications, contributing to the company's reputation for quality and efficiency.

Collaborations

Organ has collaborated with notable colleagues, including Daniel Joseph Reaume and David James Lin. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies.

Conclusion

Daniel Jude Organ's contributions to machine performance optimization through his patents demonstrate his commitment to innovation. His work not only enhances the efficiency of machinery but also sets a standard for future advancements in the field.