In-cylinder pressure reconstruction from engine block vibrations via a branched convolutional neural network

[1]  Bernhard C. Geiger,et al.  Estimation of Combustion Parameters from Engine Vibrations Based on Discrete Wavelet Transform and Gradient Boosting , 2022, Sensors.

[2]  G. Pirker,et al.  Modeling Cycle-to-Cycle Variations of a Spark-Ignited Gas Engine Using Artificial Flow Fields Generated by a Variational Autoencoder , 2022, Energies.

[3]  Bernhard C. Geiger,et al.  Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1-D Convolutional Neural Network Approach , 2022, IEEE/ASME transactions on mechatronics.

[4]  G. Tian,et al.  Study on the Relationship between Combustion Parameters and Cylinder Head Vibration Signal in Time Domain , 2021, Energies.

[5]  Benjamín Pla,et al.  Adaptive in-cylinder pressure model for spark ignition engine control , 2021 .

[6]  S. M. Ayad,et al.  Cylinder pressure based calibration model for engines using ethanol, hydrogen and natural gas as alternative fuels , 2021, Energy Reports.

[7]  James C. Peyton Jones,et al.  The statistical properties of raw knock signal time histories , 2021, Mechanical Systems and Signal Processing.

[8]  Andreas Wimmer,et al.  Detection of Knocking Combustion Using the Continuous Wavelet Transformation and a Convolutional Neural Network , 2021, Energies.

[9]  Simone Delvecchio,et al.  Vibro-acoustic condition monitoring of Internal Combustion Engines: A critical review of existing techniques , 2018 .

[10]  Carlos Guardiola,et al.  In-cylinder pressure based model for exhaust temperature estimation in internal combustion engines , 2017 .

[11]  Julian F Dunne,et al.  Engine cylinder pressure reconstruction using crank kinematics and recurrently-trained neural networks , 2017 .

[12]  Enrico Corti,et al.  Accelerometer Based Methodology for Combustion Parameters Estimation , 2015 .

[13]  Lorenzo Galleani,et al.  In-cylinder pressure-based direct techniques and time frequency analysis for combustion diagnostics in IC engines , 2015 .

[14]  Tao Xu,et al.  The engine knock analysis – An overview , 2012 .

[15]  Carlos Guardiola,et al.  A methodology for combustion detection in diesel engines through in-cylinder pressure derivative signal , 2010 .

[16]  Mir Mohammad Ettefagh,et al.  Knock detection in spark ignition engines by vibration analysis of cylinder block : A parametric modeling approach , 2008 .

[17]  Roger Johnsson,et al.  Cylinder pressure reconstruction based on complex radial basis function networks from vibration and speed signals , 2006 .

[18]  C. Guardiola,et al.  Increasing knock detection sensitivity by combining knock sensor signal with a control oriented combustion model , 2022, Mechanical Systems and Signal Processing.

[19]  Frank Willems,et al.  Is cylinder pressure-based control required to meet future HD legislation? , 2018 .

[20]  Christian Bohn,et al.  Recursive Engine In-Cylinder Pressure Estimation Using Kalman Filter and Structural Vibration Signal , 2018 .

[21]  Carlos Guardiola,et al.  Air mass flow estimation in turbocharged diesel engines from in-cylinder pressure measurement , 2010 .