Explainable Incipient Fault Detection Systems for Photovoltaic Panels

no code implementations • 19 Nov 2020 • S. Sairam, Seshadhri Srinivasan, G. Marafioti, B. Subathra, G. Mathisen, Korkut Bekiroglu

To combine the XGBoost and IB3DM, a fault-signature metric is proposed that helps reducing false alarms and also trigger an explanation on detecting incipient faults.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1

Estimating Random Delays in Modbus Network Using Experiments and General Linear Regression Neural Networks with Genetic Algorithm Smoothing

no code implementations • 21 Sep 2015 • B. Sreram, F. Bounapane, B. Subathra, Seshadhri Srinivasan

The objective of the genetic algorithm is to compute the optimal smoothing pa-rameter that minimizes the mean absolute percentage error (MAPE).