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Artículo
Artificial neural network-based fault detection and isolation in a parabolic-trough solar plant with defocusing strategy
(Elsevier, 2023)
Fault detection is crucial for ensuring optimal operation and maintenance of solar plants. This paper proposes a methodology for fault detection and isolation using artificial neural networks (ANNs) in a model of a 50 MW ...
Artículo
A cascade neural network methodology for fault detection and diagnosis in solar thermal plants
(Elsevier, 2023-07)
Detecting and isolating faults in collector fields of solar thermal power plants is a crucial and challenging task. The system variables in the collector area are highly coupled, which can lead to a high misclassification ...