Vinay Kiran Manjunath

Title: Innovations by Vinay Kiran Manjunath

Introduction

Vinay Kiran Manjunath is a notable inventor based in Kitchener, Canada. He has made significant contributions to the field of vehicle technology, particularly in estimating vehicle weight through innovative systems and methods. With a total of three patents to his name, his work showcases the intersection of data analysis and machine learning in automotive applications.

Latest Patents

Vinay's latest patents focus on systems and methods for determining an estimated weight of a vehicle. The first patent outlines a system that includes at least one data storage and at least one processor. This system is designed to identify a plurality of vehicle maneuvers based on vehicle data, each maneuver associated with a portion of the vehicle data that includes a measured torque profile. The processor generates simulated torque profiles for each maneuver and creates error profiles based on the differences between the simulated and measured torque profiles. Ultimately, the estimated weight of the vehicle is determined using these error profiles.

The second patent also addresses methods for estimating vehicle weight. It involves operating at least one processor to receive vehicle data, which comprises various parameters collected during vehicle operation. The processor identifies one or more vehicle maneuvers based on this data and employs machine learning models to determine the estimated weight of the vehicle. These models are trained using data from previous vehicle maneuvers, enhancing the accuracy of the weight estimation.

Career Highlights

Vinay Kiran Manjunath is currently employed at Geotab Incorporated, a company known for its innovative solutions in the field of telematics and fleet management. His work at Geotab emphasizes the application of advanced technologies to improve vehicle performance and safety.

Collaborations

Vinay collaborates with talented individuals such as Yifeng Ge and Mohammad Salman Sabahi. Their combined expertise contributes to the development of cutting-edge technologies in the automotive sector.

Conclusion

Vinay Kiran Manjunath's contributions to vehicle technology through his innovative patents demonstrate his commitment to advancing the field. His work not only enhances the understanding of vehicle dynamics but also paves the way for future innovations in automotive engineering.