B. Hariri et al., PARAMETER-IDENTIFICATION, ESTIMATION, AND DYNAMOMETER VALIDATION OF THE NONLINEAR DYNAMICS OF AN AUTOMOTIVE SPARK-IGNITION ENGINE, Journal of vibration and control, 4(1), 1998, pp. 47-59
The identification is described of a nonlinear mathematical model of a
modem four-cylinder four-stroke spark-ignition automotive engine for
idle-speed control applications. The primary outputs are engine speed
and inlet-manifold pressure, and the primary inputs are mass air/fuel
ratio, spark timing, air bleed valve duty cycle, and disturbance torqu
e. The model can be used for simulating and predicting the dynamic res
ponse of the engine system for control algorithm development as a tool
to evaluate various engine control concepts. The nonlinear mathematic
al engine model is obtained using an assumed nonlinear model structure
, and a sequential least squares identification algorithm is used to e
stimate the model parameters. The model formulation, which is based on
nonlinear continuous differential equations, consists of four state v
ariables with 15 parameters to represent the engine dynamics. The mode
l contains representations of the idle air bypass valve, manifold plen
um, engine-pumping phenomena, brake output torque, and rotational dyna
mics. The model structure and identified parameter set are validated u
sing experimental data from an engine in an electric dynamometer. The
results indicate the suitability of the model structure and nonlinear
identification technique for general engine idle-speed control model a
pplications in both off-line and on-line implementations.