Fault Tolerant Control Using Gaussian Processes and Model Predictive Control

Essential ingredients for fault-tolerant control are the ability to represent system behaviour following the occurrence of a fault, and the ability to exploit this representation for deciding control actions. Gaussian processes seem to be very promising candidates for the first of these, and model p...

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Bibliographic Details
Main Authors: Yang Xiaoke, Maciejowski Jan M.
Format: Article
Language:English
Published: Sciendo 2015-03-01
Series:International Journal of Applied Mathematics and Computer Science
Subjects:
Online Access:https://doi.org/10.1515/amcs-2015-0010