MUMBAI, India, July 30 -- Intellectual Property India has published a patent application (202641088036 A) filed by Anjaneyulu Gudla; G. Venu Ratna Kumari; Dr. Ekta Mukar; Dr. Lavudya Thirupathi; Dr. Kudshiya Raza; Purva Gogte Vyawahare; Ashwini Lokhande; Dr. Priyanka Nigam; and Dr Pamarthi Satyanarayana on July 18, 2026, for Intelligent Social Responsibility Monitoring And Smart City Sustainability Enhancement System Using Machine Learning.
Inventors include Anjaneyulu Gudla; G. Venu Ratna Kumari; Dr. Ekta Mukar; Dr. Lavudya Thirupathi; Dr. Kudshiya Raza; Purva Gogte Vyawahare; Ashwini Lokhande; Dr. Priyanka Nigam; and Dr Pamarthi Satyanarayana.
The application for the patent was published on July 24, 2026, under issue no. 30/2026.
Abstract: The present invention relates to the development of an intelligent system for social responsibility monitoring and sustainability improvement in smart cities by way of machine learning that would ensure the ongoing assessment and improvement of the urban sustainability. The proposed system will include the data received from IoT sensors, environmental monitors, municipal databases, satellite images, citizens' participation systems and public resources via a single data acquisition framework. The data preprocessing stage will process and normalize all of the received data, and the machine learning analytics engine will carry out the tasks of feature extraction, anomaly detection, predictive analytics, and sustainability forecasting. The sustainability evaluation stage will produce dynamic social responsibility and sustainability indicators, and the explainable artificial intelligence stage will provide clear recommendations for resource optimization and policy implementation. FIG.1
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