Fuzzy control for active suspensions

Citation
Fj. D'Amato et De. Viassolo, Fuzzy control for active suspensions, MECHATRONIC, 10(8), 2000, pp. 897-920
Citations number
18
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
MECHATRONICS
ISSN journal
09574158 → ACNP
Volume
10
Issue
8
Year of publication
2000
Pages
897 - 920
Database
ISI
SICI code
0957-4158(200012)10:8<897:FCFAS>2.0.ZU;2-4
Abstract
A methodology for the design of active car suspension systems is presented. The goal is to minimize vertical car body acceleration, for passenger comf ort, and to avoid hitting suspension limits, for component lifetime preserv ation. A controller consisting of two control loops is proposed to attain t his goal. The inner loop controls a nonlinear hydraulic actuator to achieve tracking of a desired actuation force. The outer loop implements a fuzzy l ogic controller which interpolates linear locally optimal controllers to pr ovide the desired actuation force. Final controller parameters are computed via genetic algorithm-based optimization. A numerical example illustrates the design methodology. (C) 2000 Elsevier Science Ltd. All rights reserved.