4.4 Engine Modeling (Engine-Specific Models) 35
Empirical Models: The combustion process in terms of the progression of the burned mass
fraction over the crank angle is described using an empiric function tuned by a limited number of
coefficients. In this approach the analysis of the involved physical phenomena is rigorously
skipped, i.e. by varying the engine operating conditions or the combustion chamber design no
predictability has to be expected.
Quasi-Dimensional Models: “Quasi-dimensional” or “phenomenological” combustion
models dramatically reduce the physical and chemical reactions of the real combustion
to a simple physical formulation, trying to identify and set as inputs the main variables
able to influence the combustion process. In this way a quasi-dimensional combustion
model can simulate the changing burn rate by varying the engine operating conditions,
injection strategies, etc. Such models also take into account both few geometrical
parameters of the combustion chamber and the fuel jet shape. Therefore a certain
predictability can be ensured. In comparison to the 3D-CFD-simulation the geometrical
approach of these models is much simpler (for that reason these models are called
“quasi-dimensional”) but on the other hand the computing time can be drastically
reduced (1 second for the simulation of one operating cycle instead of many hours required
by a 3D-CFD-simulation).
3D-CFD-Models: The full analysis of the flow field allows a detailed calculation of the
progression of the flame propagation within the combustion chamber. Since all relevant
geometrical details are also taken into account (see Chapters 6 and 9) these models ensure a very
high predictability. They cannot be implemented into the real working-process analysis as long
as the combustion chamber is not finely discretized (prerequisite of the 3D-CFD-simulation
where also in case of a fast response tool like QuickSim usually about 30,000 cells are required
for the discretization of combustion chamber).
Below a brief description of the empirical and quasi-dimensional approach is given. The three-
dimensional approach will be treated in Chapters 6, 8, 9 and 10.
4.4.3.1 Empirical Models
Empirical models have been principally formulated during the time (the sixties) of engine
development of quite simple SI-engines with moderate specific power output, no variable valve
strategies, no direct injection (homogeneous mixture), etc. Here the engine map is represented by
a simple speed and load field, so that the empirical combustion models can be easily calibrated
and the lack in predictability is not a serious matter.