This paper proposed the use of a radial basis function network in independent mode as the system model for fault detection, and it was found that the residual ...

The developed method is applied to a benchmark simulation model of the proton exchange membrane fuel cell stacks developed at the Michigan University. One ...

The fault detection is achieved using an independent radial basis function (RBF) network model, whilst the fault isolation is based on the RBF classification.

Fault detection and isolation for PEM fuel cell stack with independent RBF model ... Kamal, Model-based fault detection for proton exchange membrane fuel cell ...

Fault detection and isolation for PEM fuel cell stack with independent RBF model. M.M. Kamal a, D.W. Yu b, D.L. Yu a,n a Control Group, School of Engineering ...

The fault detection is achieved using an independent radial basis function (RBF) network model, whilst the fault isolation is based on the RBF classification.

Abstract—This paper presents a new method of fault diagnosis for fuel cell stack dynamic systems using independent multilayer.

Abstract—This paper presents a new method of fault detection and isolation (FDI) for polymer electrolyte membrane (PEM) fuel cell (FC) dynamic systems under ...

In this paper, we provide a critical review of the analytical-redundancy-based fault diagnosis methods for proton exchange membrane fuel cells (PEMFCs).

Yu, “Fault detection and isolation for PEM fuel cell stack with independent RBF model,” Engineering. Applications of Artificial Intelligence, vol. 28, pp. 52 ...