MUMBAI, India, June 22 -- Intellectual Property India has published a patent application (202641070836 A) filed by Chaitanya Bharathi Institute Of Technology on June 07, 2026, for Ai-Integrated Mathematical Modeling System For Predictive Analysis Of Engineering And Industrial Processes.
Inventors include Dr. Swatmaram; Dr. G. Narsimlu; Dr. B R Sreedhar; Dr. Suresh. P; Dr. G. Deepa; M Amarnath; and Dr. A. Padma.
The application for the patent was published on June 12, 2026, under issue no. 24/2026.
Abstract: ABSTRACT OF THE INVENTION: The invention provides an AI-Integrated Mathematical Modeling System for Predictive Analysis of Engineering and Industrial Processes. It uniquely integrates Physics-Informed Neural Networks (PINNs), advanced mathematical solvers (FEM, CFD), Graph Neural Networks, and Reinforcement Learning within a digital twin framework. The system ingests real-time multi-modal data from industrial sensors, enforces physical laws through embedded PDE constraints, performs uncertainty-aware forecasting, and delivers optimized control recommendations. Key innovations include adaptive loss balancing, multi-fidelity modeling for efficiency, physics-guided explainability, and hybrid edge-cloud deployment. Validated in manufacturing, energy, and process industries, the system demonstrates substantial improvements in prediction accuracy, downtime reduction, and operational efficiency compared to conventional methods. This platform enables the realization of intelligent, autonomous industrial operations aligned with Industry 4.0/5.0 goals while maintaining high standards of security, scalability, and interpretability.
Disclaimer: Curated by HT Syndication.
