Luke Thomas Jennings

Title: Luke Thomas Jennings and Engine Ignitor Life Prediction.

Introduction

Luke Thomas Jennings is an inventor associated with Columbus, Indiana, and Cummins Power Generation Inc. His patent work addresses ways to estimate the remaining useful life of an engine-system component, helping users make informed maintenance decisions. The supplied information lists 1 patent for Jennings.

Latest Patents

Jennings’s listed patent, “Systems and Methods for Determining Remaining Useful Life of an Ignitor,” describes a method for estimating the remaining useful life (RUL) of an engine-system component. The method receives sensor and engine data, removes sensor readings associated with selected engine conditions, and groups the remaining sensor values for analysis. A model then correlates the aggregated data with RUL values. The estimate may be adjusted when a service event is detected or when sensor readings fall outside a predetermined range, and the resulting RUL is provided to a user device.

Career Highlights

The available information connects Jennings’s invention to Cummins Power Generation Inc. The patent focuses on using operational data to assess component condition and communicate a useful-life estimate to users.

Collaborations

The supplied data identifies William Marshall Cover and Michael T. Hughes as Jennings’s coworkers. Their names are provided as professional associations; no specific roles in the patent are stated.

Conclusion

Luke Thomas Jennings’s listed patent presents a data-driven approach to estimating an engine ignitor’s remaining useful life, with potential value for maintenance planning and component monitoring.