MUMBAI, India, May 1 -- Intellectual Property India has published a patent application (202641049231 A) filed by Muthayammal Engineering College, Namakkal, Tamil Nadu, on April 17, for 'a machine learning-integrated iot framework for continuous operational optimization.'

Inventor(s) include Dr. T. Kowsalya; Mrs. N. Lalithakumari; Mrs. G. Jeevitha; Mr. C. S. Satheesh; Eshwar S; Jayasurya J; Shanmugapriya T; Snega K; Sruthi R; Thanuja S; and Nandhini S L.

The application for the patent was published on May 1, under issue no. 18/2026.

According to the abstract released by the Intellectual Property India: "The present invention relates to a machine learning-integrated IoT framework for continuous operational optimization. The framework comprises IoT devices, processing units, machine learning models, and control mechanisms configured to monitor and analyze operational data. Machine learning techniques are used to identify patterns, detect anomalies, and predict future trends. Optimization decisions are dynamically generated and implemented through control systems. The framework supports continuous learning through feedback mechanisms and enables real-time adaptability. The invention improves efficiency, reduces latency, enhances security, and is applicable across multiple domains including manufacturing, energy, healthcare, and smart cities."

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