dc.contributor.author | Na, J | |
dc.contributor.author | HUANG, Y | |
dc.contributor.author | WU, X | |
dc.contributor.author | Su, S-F | |
dc.contributor.author | LI, G | |
dc.date.accessioned | 2019-02-04T16:33:01Z | |
dc.date.available | 2019-01-16 | |
dc.date.available | 2019-02-04T16:33:01Z | |
dc.date.issued | 2019 | |
dc.identifier.issn | 2168-2275 | |
dc.identifier.uri | https://qmro.qmul.ac.uk/xmlui/handle/123456789/55143 | |
dc.description.abstract | This paper presents a new adaptive fuzzy control
scheme for active suspension systems subject to control input time
delay and unknown nonlinear dynamics. First, a predictor based
compensation scheme is constructed to address the effect of input
delay in the closed-loop system. Then, a fuzzy logic system (FLS)
is employed as the function approximator to address the unknown
nonlinearities. Finally, to enhance the transient suspension response, a novel parameter estimation error based finite-time (FT)
adaptive algorithm is developed to online update the unknown
FLS weights, which differs from traditional estimation methods,
e.g. gradient algorithm with e-modification or σ-modification.
In this framework, both the suspension and estimation errors
can achieve convergence in finite-time. A Lyapunov-Krasovskii
functional is constructed to prove the closed-loop system stability.
Comparative simulation results based on a dynamic simulator
built in a professional vehicle simulation software, Carsim, are
provided to demonstrate the validity of the proposed control
approach, and show its effectiveness to operate active suspension
systems safely and reliably in various road conditions. | en_US |
dc.publisher | Institute of Electrical and Electronics Engineers | en_US |
dc.relation.ispartof | IEEE Transactions on Cybernetics | |
dc.title | Adaptive Finite-time Fuzzy Control of Nonlinear Active Suspension Systems With Input Delay | en_US |
dc.type | Article | en_US |
dc.rights.holder | © 2019 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. | |
pubs.notes | Not known | en_US |
pubs.publication-status | Accepted | en_US |
dcterms.dateAccepted | 2019-01-16 | |
rioxxterms.funder | Default funder | en_US |
rioxxterms.identifier.project | Default project | en_US |