Company Filing History:
Years Active: 1993-1996
Title: Jerry H Carmichael: Innovator in Tool Break Detection Technology
Introduction
Jerry H Carmichael is a notable inventor based in West Chester, OH (US). He has made significant contributions to the field of tool break detection technology, holding a total of 5 patents. His work primarily focuses on utilizing advanced methods to enhance the monitoring and analysis of cutting tools.
Latest Patents
One of Jerry's latest patents is a system and method that includes a neural network for tool break detection. This innovative system monitors vibrations of a cutting tool and classifies signal features as break or non-break. The method employs an accelerometer positioned to sense vibrations at the tool-workpiece interface. The vibration signal is pre-processed to extract low-frequency machining noise and detect energy in a higher frequency band. The digitized signals are then processed into feature vectors for input to a trained neural network, which provides improved performance over traditional heuristic methods of signal analysis. Another significant patent is the metal cutting tool failure event sensor, which detects the breaking of a cutter insert in a multiple insert metal cutter. This invention tracks individual insert contributions through a periodic vibration-generated electrical signal, filtering components to provide RMS values that indicate insert breakage.
Career Highlights
Jerry H Carmichael has had a distinguished career at General Electric Company, where he has applied his expertise in developing innovative solutions for tool monitoring and analysis. His work has contributed to advancements in manufacturing processes and tool reliability.
Collaborations
Throughout his career, Jerry has collaborated with notable colleagues, including Edward N Diei and Steven Robert Hayashi. These collaborations have fostered a creative environment that has led to the development of groundbreaking technologies in the field.
Conclusion
Jerry H Carmichael's contributions to tool break detection technology exemplify the impact of innovation in manufacturing. His patents reflect a commitment to improving tool reliability and performance, making him a significant figure in the field.