Pooja Gupta

Physics-guided explainable predictive maintenance framework for industrial IoT systems

Machine learning models are increasingly deployed in industrial systems for predictive maintenance, enabling failure detection before breakdowns occur. However, most existing approaches optimise solely for statistical performance and do not explicitly enforce consistency with est...