Search Results - "Devakumar, Jayaprasanth"

Recurrent neural network based sensor fault detection and isolation for nonlinear systems: Application in PWR.

Authors: Kumar, Swetha R Devakumar, Jayaprasanth

Source: Progress in Nuclear Energy. Sep2023, Vol. 163, pN.PAG-N.PAG. 1p.

Subjects: Recurrent neural networks, Sensor networks, Pressurized water reactors, Nonlinear systems, Nuclear models

Performance evaluation of neural network topologies for online state estimation and fault detection in pressurized water reactor.

Authors: Kumar, Swetha R. Devakumar, Jayaprasanth

Source: Annals of Nuclear Energy. Sep2022, Vol. 175, pN.PAG-N.PAG. 1p.

Subjects: Recurrent neural networks, Delayed neutrons, Artificial neural networks, Nuclear reactor cores, Pressurized water reactors, Nuclear reactors, Kalman filtering

An intelligent active fault tolerant control strategy for pressurized water reactor: Addressing sensor faults.

Authors: Kumar, Swetha R Chinnasamy, Mogana Priya Devakumar, Jayaprasanth

Source: Progress in Nuclear Energy. Oct2025, Vol. 188, pN.PAG-N.PAG. 1p.

Subjects: Ant algorithms, Swarm intelligence, Sensor networks, Fault-tolerant control systems, Fault diagnosis