Company Filing History:
Years Active: 2025
Title: Ziming Zhang: Innovator in Fault Signal Identification
Introduction
Ziming Zhang is a prominent inventor based in Shenyang, China. He has made significant contributions to the field of industrial equipment diagnostics through his innovative methods. His work focuses on enhancing the reliability and efficiency of fault signal identification in industrial settings.
Latest Patents
Ziming Zhang holds a patent for a "Fault signal locating and identifying method of industrial equipment based on microphone array." This method involves acquiring sound signals and dividing them into training, verifying, and test sets. It includes feature extraction of sound signals, utilizing a CNN for learning translation invariance in spectrograms, and employing RNN layers for fault identification and location. This innovative approach significantly improves the accuracy of fault detection in industrial equipment.
Career Highlights
Ziming Zhang is affiliated with Northeastern University, where he continues to advance his research and development efforts. His work has garnered attention for its practical applications in industrial settings, making him a valuable asset to the academic and engineering communities.
Collaborations
Ziming collaborates with notable colleagues, including Feng Luan and Xu Li. Their combined expertise contributes to the advancement of technologies in fault signal identification.
Conclusion
Ziming Zhang's innovative methods in fault signal identification represent a significant advancement in industrial diagnostics. His contributions are paving the way for more efficient and reliable industrial operations.