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In this paper, the characteristics of the excitations and the vibration responses of cylinder head are analyzed in detail. The methods of reconstructing cylinder pressures are investigated. To avoid some shortcomings of traditional linear methods, a new reconstructing cylinder pressure method by using ANN is presented in this paper. A standard BP neural network was trained with the measured cylinder...