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Health-aware LPV-MPC based on a reliability-based remaining useful life assessment

Author
Karimi Pour, F.; Puig, V.; Cembrano, M.
Type of activity
Journal article
Journal
IFAC-PapersOnLine
Date of publication
2018-01-01
Volume
51
Number
24
First page
1285
Last page
1291
DOI
10.1016/j.ifacol.2018.09.569
Project funding
DEOCS: Monitorización, diagnostico y control tolerante a fallos de sistemas ciberfísicos con métodos basados en datos
Repository
http://hdl.handle.net/2117/131813 Open in new window
URL
https://www.sciencedirect.com/science/article/pii/S2405896318322614 Open in new window
Abstract
One of the relevant information provided by the prognostics and health management algorithms is the estimation of the Remaining Useful Life (RUL). The prediction of the expected RUL is very useful to decrease maintenance cost, operational downtime and safety hazards. This paper proposes a new strategy of health-aware Model Predictive Control (MPC) for a Linear Parameter Varying (LPV) system that includes as an additional goal extending the system RUL via their estimation using reliability tools....
Citation
Karimi Pour, F.; Puig, V.; Cembrano, M. Health-aware LPV-MPC based on a reliability-based remaining useful life assessment. "IFAC-PapersOnLine", 1 Gener 2018, vol. 51, núm. 24, p. 1285-1291.
Keywords
Linear Parameter Varying, Model Predictive Control, Relability, Remaining Useful Life (RUL), control theory, optimisation
Group of research
CS2AC-UPC - Supervision, Safety and Automatic Control
SAC - Advanced Control Systems

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