Company Filing History:
Years Active: 2015-2024
Title: David James Lin: Innovating in Machine Anomaly Detection and Internal Combustion Engine Damage Estimation
Introduction
David James Lin, an accomplished inventor based in Peoria, IL, has made significant contributions in the field of engineering with a remarkable portfolio of 8 patents. His inventions focus on enhancing the reliability and efficiency of machines, particularly in the areas of anomaly detection and damage estimation in internal combustion engines.
Latest Patents
Lin's recent innovations include two notable patents. The first is titled "Systems and methods for identifying machine anomaly root cause based on a selected reduced order model and a selected fault model." This patented method involves creating a reduced order model (ROM) for a digital twin of a machine type and utilizing current data from a deployed machine to identify operating anomalies when discrepancies are detected between expected and measured outputs. Furthermore, it allows for identifying the specific component failure responsible for the anomaly.
The second notable invention is the "Method and system for estimating damage in an internal combustion engine," which involves receiving signals indicative of the engine's fuel rate and estimating temperatures of engine components. This patented approach enables the estimation of incremental damage to engine components and provides notifications regarding the cumulative damage, enhancing maintenance and operational efficiency.
Career Highlights
David James Lin has established a successful career at Caterpillar Inc., where he plays a crucial role in research and development. His work is pivotal in pushing the boundaries of innovation to improve the reliability of machinery. His extensive patent portfolio reflects his expertise in engineering and problem-solving.
Collaborations
Throughout his career, Lin has collaborated with distinguished colleagues, including Arvind Sivasubramanian and Andrew W Billing. Together, they foster an environment of innovation and creativity that leads to groundbreaking solutions in machinery and engineering practices.
Conclusion
David James Lin exemplifies the spirit of innovation in engineering through his work on patents that address critical challenges in machine operation and engine performance. His contributions are paving the way for more efficient and reliable industrial applications, showcasing the importance of innovation in today’s technology landscape.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.