Company Filing History:
Years Active: 2022-2023
Title: Innovations by Rajneesh Kumar in Vehicle Health Management
Introduction
Rajneesh Kumar is an accomplished inventor based in Canton, MI (US). He has made significant contributions to the field of vehicle health management, holding 2 patents that focus on integrating technology to enhance vehicle safety and efficiency.
Latest Patents
One of Rajneesh Kumar's latest patents is an "Integrated Equipment Fault and Cyber Attack Detection Arrangement." This innovative system is designed to resolve equipment-fault related anomalies detected by a cyber intrusion detection system (IDS). A key benefit of this system is its ability to reduce the number of alerts that require manual analysis. By combining cyber monitoring with an integrated vehicle health management (IVHM) system, it serves as a high-value differentiator in the automotive industry. As the solution matures through a learning loop, it can be customized for various customers in a cost-effective manner, which is often expensive for original equipment manufacturers (OEMs) to develop independently. The IVHM symptom pattern recognition matrix links reported symptom patterns to known equipment failures. This matrix is initialized from vehicle design data, but its entries are updated through a learning loop that enhances correlation by incorporating investigation results.
Career Highlights
Rajneesh Kumar is currently employed at Garrett Transportation I Inc., where he continues to innovate and develop advanced vehicle health management systems. His work is pivotal in addressing the challenges faced by the automotive industry in terms of equipment reliability and cybersecurity.
Collaborations
Rajneesh collaborates with talented professionals such as Tim Felke and Balaji Arumugam, contributing to a dynamic team focused on pushing the boundaries of vehicle technology.
Conclusion
Rajneesh Kumar's contributions to vehicle health management through his innovative patents demonstrate his commitment to enhancing automotive safety and efficiency. His work not only addresses current industry challenges but also paves the way for future advancements in vehicle technology.