Title :
Multi-objective static output feedback control for vehicle active suspension
Author :
Chenghao Han ; Dingxuan Zhao
Author_Institution :
Coll. of Mech. Sci. & Eng., Jilin Univ., Changchun, China
Abstract :
This paper presents an approach to design a multi-objective static output feedback controller for active suspension. In the framework of the multi-objective static output feedback control, in order to obtain a H2/generalized H2 controller which has good disturbance attenuation performance and satisfies time-domain hard constraints, a new hybrid algorithm is proposed by combination of linear matrix inequality (LMI) approach and a hybrid algorithm of the Particle Swarm Optimization (PSO) and Differential Evolution (DE). The proposed algorithm is used to solve an optimization problem with bilinear matrix inequality (BMI) constraints. The PSO-DE hybrid algorithm was used to obtain a population of controllers, and LMI optimization was used to optimize a performance criterion of the system. Analysis and simulation results show that the proposed approach can improve the riding comfort and handling stability of vehicles.
Keywords :
H2 control; automotive components; control system synthesis; ergonomics; evolutionary computation; feedback; linear matrix inequalities; particle swarm optimisation; suspensions (mechanical components); time-domain analysis; BMI constraints; LMI optimization approach; PSO-DE hybrid algorithm; bilinear matrix inequality constraints; differential evolution; disturbance attenuation performance; generalized H2 controller; linear matrix inequality approach; multiobjective static output feedback controller; particle swarm optimization; performance criterion; riding comfort; time-domain hard constraints; vehicle active suspension; vehicle handling stability; Algorithm design and analysis; Convergence; Linear matrix inequalities; Optimization; Suspensions; Vectors; Vehicles; Active suspension; differential evolutionary algorithm; linear matrix inequality; particle swarm optimization; static output feedback;
Conference_Titel :
Mechatronics and Automation (ICMA), 2014 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4799-3978-7
DOI :
10.1109/ICMA.2014.6885926