Kaushik Mahida

Title: Innovations in Vehicle Diagnostics by Kaushik Mahida

Introduction

Kaushik Mahida is an innovative inventor based in Irvine, CA, who has made significant contributions to the field of vehicle diagnostics. His work focuses on enhancing the accuracy and efficiency of engine diagnostics through advanced technology.

Latest Patents

Mahida holds a patent for a groundbreaking system and method for vehicle diagnostics that synchronizes vehicle acoustic and vibration data with on-board diagnostic data. This patent, titled "System and method for vehicle diagnostics with synchronized vehicle acoustic and vibration data with on-board diagnostic data," introduces a ΔI-powered engine diagnostics system that combines OBD-II data, high-frequency sound, and vibration analysis to detect engine wear and mechanical faults. The system utilizes a detachable puck sensor in the engine bay to capture sound and vibration signals, while an OBD-II module collects engine performance metrics. A smartphone app is employed to collect and upload data to a backend AI engine, where Dynamic Time Warping (DTW) aligns event-driven or asynchronous data and time series data from multiple sources. This ensures accurate feature fusion, allowing machine learning models to detect engine wear, belt degradation, knocking, and bearing faults. The result is a comprehensive diagnostic report that includes severity assessments and predictive maintenance recommendations.

Career Highlights

Kaushik Mahida is currently associated with Innova Electronics Corporation, where he continues to develop innovative solutions in vehicle diagnostics. His expertise in integrating multi-modal sensor data has significantly enhanced early-stage fault detection beyond traditional OBD-II diagnostics.

Collaborations

Some of Mahida's notable coworkers include Derk Steven Louwerse and Bruce B Brunda, who contribute to the collaborative environment at Innova Electronics Corporation.

Conclusion

Kaushik Mahida's innovative approach to vehicle diagnostics exemplifies the potential of technology to improve automotive maintenance and safety. His contributions are paving the way for more accurate and efficient diagnostic systems in the automotive industry.