Martin Gawecki

Title: Martin Gawecki: Innovator in Gas Turbine Engine Technology

Introduction

Martin Gawecki is a notable inventor based in Los Angeles, California. He has made significant contributions to the field of gas turbine engine technology, holding two patents that focus on anomaly detection and fault identification.

Latest Patents

Gawecki's latest patents include innovative systems and methods for detecting anomalies and identifying faults in gas turbine engines. One patent describes a system that utilizes a recorder in communication with a processor to capture archival data from the gas turbine engine. This system includes a flight normalizer module that produces normalized results based on the archival data. Additionally, a flight parameter features module generates flight parameter features, while a data warehouse module determines suspected fault classes by comparing these features against stored training parameter features. A majority vote module is then used to diagnose the fault class based on the suspected faults.

Another patent focuses on a fault detection and diagnosis method for gas turbine engines. This method involves collecting sensor signals from acoustic or vibrational sensors, pre-processing these signals to eliminate predictable background noise, and extracting a feature set using Mel-Frequency Cepstral Coefficients (MFCC) algorithms and/or Code Excited Linear Prediction (CELP) algorithms. The system reports fault and non-fault states by comparing the feature set to a library of profiles corresponding to different states of the gas turbine engine.

Career Highlights

Throughout his career, Martin Gawecki has worked with prestigious institutions such as the University of Southern California and Inha University. His work has significantly advanced the understanding and technology of gas turbine engines.

Collaborations

Some of his notable coworkers include Andrew F. Geib and Chung Chieh Kuo, who have collaborated with him on various projects related to gas turbine technology.

Conclusion

Martin Gawecki's innovative work in gas turbine engine technology has led to the development of advanced systems for fault detection and diagnosis. His contributions continue to impact the field significantly.