Intellectual Property India Publishes Patent Application for 'An Intelligent Multi-Sensor And Machine-Learning-Based System For Early Detection And Prediction Of Foundation Settlement In Civil Structures' Filed by Panipat Institute Of Engineering And Technology

MUMBAI, India, April 17 -- Intellectual Property India has published a patent application (202611022894 A) filed by Panipat Institute Of Engineering And Technology, Samalkha, Haryana, on Feb. 26, for 'an intelligent multi-sensor and machine-learning-based system for early detection and prediction of foundation settlement in civil structures.'

Inventor(s) include Deepak Juneja; and Sandeep Singh Bindra.

The application for the patent was published on April 17, under issue no. 16/2026.

According to the abstract released by the Intellectual Property India: "The present invention relates to an intelligent multi-sensor and machine-learning-based system for early detection and prediction of foundation settlement in civil structures. The system integrates continuous monitoring of foundation and soil parameters using a plurality of sensors with advanced data acquisition, preprocessing, and machine learning analytics to identify emerging settlement behavior. Hybrid learning models are employed to analyze nonlinear relationships and temporal dependencies within multi-parameter sensor data and to predict future settlement trends. A decision-support mechanism evaluates predicted settlement parameters against safety criteria and generates early warning alerts, enabling proactive inspection and mitigation before visible structural damage occurs. The invention provides a scalable and automated solution for enhancing structural safety, reducing reliance on manual inspection, and improving lifecycle management of civil infrastructure."

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