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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
Clustering-based model predictive control of solar parabolic trough plants
(Elsevier, 2023)
This paper presents a clustering-based model predictive controller for optimizing the heat transfer fluid (HTF) flow rates circulating through every loop in solar parabolic trough plants. In particular, we present a ...