A method will be presented which allows a construction of an acoustic sourc
e model based on the analysis of microphone array measurements during a tra
in pass-by. The conventional array beam-forming technique is used as a kind
of pre-processing or first order analysis to calculate in a second step th
e true source strengths by a back-projection method. The final equation to
be solved connects the source power distribution on the vehicle surface wit
h the measured microphone array amplitudes via a Green's function transfer
matrix. By these means the side-lobe effects of the array characteristics a
s well as the Doppler frequency shift and amplitude augmentation of the sou
rces are removed. The model is updated for consecutive time slices during t
he pass-by so that it is possible to study directional and time-dependent e
ffects on the source characteristics. The method has been applied to measur
ements on the ICE-V train where three known artificial noise sources (louds
peakers) had been mounted on the outside of the sidewall. The source power
distribution function gives a much better source separation than the conven
tional beam-forming result. The calculated source strengths show a good agr
eement with the true values. (C) 2000 Academic Press.