Empirical Mode Decomposition is applied to reconstruct useful vibration signal.
Combustion parameters are identified from the reconstructed vibration signal.
Algorithms are proposed to correct the deviations of identified results.
An on-board monitoring algorithm on combustion parameters is proposed.