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Journal articles
Efficient Embedded Model Predictive Vibration Control via Convex Lifting
Abstract : This paper presents an efficient real-time implementation of embedded model predictive control, adopted in the context of active vibration control with the objective of minimizing the tip deflection of lightly damped cantilever beams. In particular , we focus on memory and time-efficient explicit solutions to the associated constrained optimal control problem that are easily implementable on low-end embedded hardware. To this end, we exploit the concept of convex lifting and show how it can be used to devise low-complexity, regionless piecewise affine controllers without any loss of optimality and performance. Efficiency of this constructive procedure is quantified via an extensive complexity analysis, evidenced by a successful practical deployment and optimal vibration control performance using a family of 32-bit ARM Cortex-M based microcontroller platforms.
Cited literature [55 references]
https://hal-centralesupelec.archives-ouvertes.fr/hal-01720261
Contributor : Sorin Olaru Connect in order to contact the contributor
Submitted on : Sunday, March 18, 2018 - 10:48:58 PM
Last modification on : Friday, January 21, 2022 - 3:01:29 AM
Long-term archiving on: : Monday, September 3, 2018 - 10:04:24 PM
Contributor : Sorin Olaru Connect in order to contact the contributor
Submitted on : Sunday, March 18, 2018 - 10:48:58 PM
Last modification on : Friday, January 21, 2022 - 3:01:29 AM
Long-term archiving on: : Monday, September 3, 2018 - 10:04:24 PM
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IEEETCST_EffEmbMPVCviaCL.pdf
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