Ad. Irving et al., GENERAL NONLINEAR RESPONSE OF A SINGLE-INPUT SYSTEM TO STOCHASTIC EXCITATIONS, Applied mathematical modelling, 19(1), 1995, pp. 46-55
Citations number
20
Categorie Soggetti
Operatione Research & Management Science",Mathematics,"Operatione Research & Management Science",Mathematics,Mechanics
The present work studies single input nonlinear systems of arbitrary o
rder which are driven by stochastic boundary conditions. Hierarchical
moment equations generated by operating on the Volterra series convolu
tion expansion are used to characterise the non-linear phenomena. The
series is truncated so that a tractable set of equations can be solved
for the response function values. Up to third-order nonlinearities ar
e studied in a series of numerical examples and in the analysis of dat
a from a nonlinear experiment. The moment hierarchy used overcomes the
need for the isolated kernel approximation and the use of special inp
ut sequences. The moement hierarchy is then used to analyze a nonlinea
r electrical resonator circuit. First- and second-order response funct
ions are estimated from the time series voltages measured. These estim
ated response functions are then used to predict the voltage across th
e LC components of the circuit for a range of different driving freque
ncies and voltage amplitudes for a sinusoidal input signal and for a r
andom noise input signal. This work demonstrates that the properties o
f a wide class of physical systems that exhibit nonlinear behavior can
be characterized by characterized Volterra functions.