Company Filing History:
Years Active: 2021-2024
Title: Tim Clark: Innovator in Natural Gas Leak Detection
Introduction
Tim Clark is an accomplished inventor based in Nottingham, PA (US). He has made significant contributions to the field of natural gas leak detection, holding a total of 3 patents. His work focuses on utilizing advanced technology to enhance safety and efficiency in detecting hazardous gas leaks.
Latest Patents
One of Tim Clark's latest patents is titled "Leak detection event aggregation and ranking systems and methods." This innovative system employs data from multiple vehicle-based natural gas leak detection survey runs. It utilizes computer-implemented machine learning systems to generate a ranked list of natural gas leaks based on their hazard level. The risk model incorporates training data with known hazard levels to classify newly-discovered leaks. Hazard levels can be expressed through continuous variables and probabilities that categorize leaks into predefined hazard grades. Each leak is represented by a cluster of leak indications originating from a common source. The system includes hazard-predictive features such as maximum, minimum, mean, and median CH4/amplitude of aggregated leak indications, estimated leak flow rates, and the likelihood of a leak being natural gas based on other indicator data.
Career Highlights
Tim Clark is currently employed at Picarro, Inc., where he continues to develop innovative solutions for gas leak detection. His expertise in machine learning and data analysis has positioned him as a leader in this critical area of research and development.
Collaborations
Tim has collaborated with notable coworkers, including Sean Patrick MacMullin and Aaron Van Pelt. Their combined efforts contribute to the advancement of technologies aimed at improving public safety and environmental protection.
Conclusion
Tim Clark's work in natural gas leak detection exemplifies the importance of innovation in ensuring safety and efficiency. His patents and contributions to the field reflect a commitment to leveraging technology for the greater good.