MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202641094635 A) filed by Easwari Engineering College; and Srm Institute Of Science And Technology,ramapuram Campus on August 05, 2026, for Ai Powered Predictive Maintenance For Industrial Air Compressor.
Inventors include M.; Dharani Selvan V; and Jayapriya. P.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: The invention relates to an Artificial Intelligence (AI)-based predictive maintenance system for industrial air compressors using wireless multi-sensor monitoring and deep learning techniques. The system continuously acquires vibration, acoustic, pressure, and temperature data from the compressor through wireless sensors and transmits the collected data to a host computer for processing. The sensor data are preprocessed and analyzed using an unsupervised hybrid deep learning model comprising a Convolutional Autoencoder (CAE) and a Long Short-Term Memory (LSTM) network to identify abnormal operating conditions and predict potential equipment failures at an early stage. The predicted machine health status is displayed through a real-time Streamlit dashboard, enabling timely maintenance decisions. The invention reduces unplanned downtime, minimizes maintenance costs, improves equipment reliability, and enhances operational efficiency in industrial environments. Total Number of Words in Abstract:124
Disclaimer: Curated by HT Syndication.
