MUMBAI, India, June 30 -- Intellectual Property India has published a patent application (202641075820 A) filed by Vellore Institute Of Technology on June 19, 2026, for System And Method For Ai-Driven Predictive Maintenance Of Medical Equipment Through A Hybrid Aws-Azure Cross-Cloud Infrastructure.
Inventors include Iyapparaja M; and Siddhaarth Subramanian Prabhu.
The application for the patent was published on June 26, 2026, under issue no. 26/2026.
Abstract: A cross-cloud AI-based predictive maintenance system for medical equipment utilizing a hybrid AWS-Azure architecture is disclosed. The system continuously collects operational and sensor data from medical equipment and performs real-time data ingestion, streaming, and storage through AWS cloud services. The collected data is transmitted to Azure-based machine learning modules for data preprocessing, anomaly detection, predictive analytics, and failure forecasting. The system employs artificial intelligence models to identify equipment degradation patterns and predict potential failures before actual breakdowns occur. Automated alerts, notifications, and maintenance recommendations are generated based on predicted risk levels and equipment health conditions. The hybrid cloud architecture provides scalability, fault tolerance, and efficient workload distribution across multiple cloud environments. By integrating real-time monitoring with predictive intelligence and automated decision-making, the system reduces equipment downtime, lowers maintenance costs, improves asset utilization, and enhances the reliability and availability of critical medical equipment within healthcare facilities.
Disclaimer: Curated by HT Syndication.
