Efficient Implementation of Rate Constraints for Nonlinear Optimal Control
File(s)1903.05508v1.pdf (433.56 KB)
Accepted version
Author(s)
Nie, Yuanbo
Kerrigan, Eric
Type
Journal Article
Abstract
We propose a general approach to directly implement rate constraints on the discretization mesh for all collocation methods, for both state and input variables. Unlike conventional approaches that may lead to singular control arcs, the solution of this on-mesh implementation has better properties. Moreover, computational speedups of more than 30% can be achieved by exploiting the properties of the resulting linear constraint equations.
Date Issued
2021-01-01
Date Acceptance
2020-02-11
Citation
IEEE Transactions on Automatic Control
ISSN
0018-9286
Publisher
Institute of Electrical and Electronics Engineers
Start Page
329
End Page
334
Journal / Book Title
IEEE Transactions on Automatic Control
Volume
66
Issue
1
Copyright Statement
© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Identifier
http://arxiv.org/abs/1903.05508v1
Subjects
math.OC
math.OC
cs.SY
Publication Status
Published
Date Publish Online
2020-02-24