Title :
Integrated servo-mechanical design of robust mechatronics based on low-order moments and support
Author :
Yan Zhi Tan ; Chee Khiang Pang ; Tsan Sheng Ng ; Tong Heng Lee
Author_Institution :
NUS Grad. Sch. for Integrative Sci. & Eng., Nat. Univ. of Singapore, Singapore, Singapore
Abstract :
Integrated servo-mechanical design for achieving control specifications and robust stabilization of high-performance mechatronics is generally a nonlinear and nonconvex optimization problem. In this paper, a convex separable parametrization is proposed for simultaneous finite frequency redesign of the mechanical plant and controller considering performance specifications and plant parameter distributions of known mean, variance, and support. The robust stability criterion is satisfied using several convex constraints under the conditional-value-at-risk measure. Our simulation results using the proposed algorithm achieve a high-bandwidth control system with guaranteed disturbance attenuation capabilities at the phase-stabilized resonant modes, and is robustly stable under distributional changes in plant parameters.
Keywords :
design engineering; mechatronics; optimisation; risk analysis; robust control; servomechanisms; conditional-value-at-risk measure; control specifications; convex constraints; distributional changes; high-bandwidth control system; high-performance mechatronics; integrated servo-mechanical design; low-order moments; mechanical plant; nonconvex optimization problem; performance specifications; phase-stabilized resonant modes; plant parameter distributions; robust mechatronics; robust stability criterion; robust stabilization; simultaneous finite frequency redesign; Bandwidth; Feedback control; Frequency control; Resonant frequency; Robust stability; Robustness; Transfer functions;
Conference_Titel :
Advanced Motion Control (AMC),2014 IEEE 13th International Workshop on
Conference_Location :
Yokohama
DOI :
10.1109/AMC.2014.6823256