Intellectual Property India Publishes Patent Application for Deep Convolution Neural Network Based Cnc Machine Fault Detection System Using Sound

MUMBAI, India, Sept. 28 -- Intellectual Property India has published a patent application (202641112728 A) filed by Ranjith Kumar P; Sivaadithyan N; Sankarapandian G; and Dr. M. Karpagam on September 20, 2026, for Deep Convolution Neural Network Based Cnc Machine Fault Detection System Using Sound.

Inventors include Ranjith Kumar P; Sivaadithyan N; Sankarapandian G; and Dr. M. Karpagam.

The application for the patent was published on September 25, 2026, under issue no. 39/2026.

Abstract: The present invention relates to a Deep Convolutional Neural Network (DCNN) based CNC Machine Fault Detection System Using Sound for automated monitoring of Computer Numerical Control (CNC) machines. The system acquires acoustic signals generated by the ...