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Artículo
Robust coalitional model predictive control with negotiation of mutual interactions
(Elsevier, 2023-03)
This article presents a robust coalitional model predictive control (MPC) approach where neighboring agents negotiate the bounds of their coupling variables. Also, the control variables of each agent are divided into a ...
Artículo
Coalitional model predictive control of parabolic-trough solar collector fields with population-dynamics assistance
(Elsevier, 2023-03)
Parabolic-trough solar collector fields are large-scale systems, so the application of centralized optimization-based control methods to these systems is often not suitable for real-time control. As such, this paper ...
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 ...
Artículo
Mobile sensor for clouds shadow detection and direct normal irradiance estimation
(Elsevier, 2022)
This paper presents a mobile sensor system to detect and estimate low direct normal irradiance (DNI) areas caused by clouds shadows. This work proposes using a team of unmanned aerial vehicles (UAVs) to localise and ...
Ponencia
Collaborative learning model predictive control for repetitive tasks
(IEEE, 2022-12)
This paper presents a cloud-based learning model predictive controller that integrates three interacting components: a set of agents, which must learn to perform a finite set of tasks with the minimum possible local cost; ...