Title :
Simulant study about input/output characterization of highly nonlinear multivariable systems
Author_Institution :
Sch. of Railway Tracks & Transp., East China Jiaotong Univ., Nanchang, China
Abstract :
This paper presents a software in the MATLAB environment for input/output characterization of highly nonlinear multivariable systems. The software is based on obtaining the sinusoidal-input describing function (SIDF) models of the nonlinear multivariable plant. The mathematical development of the input/output characterization approach is outlined, and the code of the nucleus of the characterization software is given. The method and the associated software have no restriction on nonlinearity type, configuration, and arrangement, system order as well as the number of inputs and outputs; the only requirement is that system output(s) for sinusoidal input(s) must be obtainable or available by either simulation or experiments. The software has a variety of applications in such industries as robotics, aerospace, automotive, and chemical processes.
Keywords :
mathematical analysis; multivariable control systems; nonlinear control systems; MATLAB environment; SIDF; input characterization; mathematical development; nonlinear multivariate systems; output characterization; sinusoidal input; sinusoidal input describing function; software characterization; Industries; MATLAB; MIMO; Mathematical model; Robustness; Software measurement; Describing functions; Fourier integrals; Pseudo-frequency response; Robustness;
Conference_Titel :
Mechanic Automation and Control Engineering (MACE), 2011 Second International Conference on
Conference_Location :
Hohhot
Print_ISBN :
978-1-4244-9436-1
DOI :
10.1109/MACE.2011.5987973