Gaussian Mixture Model Clustering-Based Knock Threshold Learning in Automotive Engines
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[1] Giulio Panzani,et al. Engine Knock Margin Estimation Using In-Cylinder Pressure Measurements , 2017, IEEE/ASME Transactions on Mechatronics.
[2] Jesse Frey,et al. Characterization of knock intensity distributions: Part 2: parametric models , 2013 .
[3] Michael I. Jordan,et al. On Convergence Properties of the EM Algorithm for Gaussian Mixtures , 1996, Neural Computation.
[4] Geoffrey J. McLachlan,et al. A Block EM Algorithm for Multivariate Skew Normal and Skew $t$ -Mixture Models , 2016, IEEE Transactions on Neural Networks and Learning Systems.
[5] Jinwu Gao,et al. Probabilistic Guaranteed Gradient Learning-Based Spark Advance Self-Optimizing Control for Spark-Ignited Engines , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[6] Jesse Frey,et al. Optimizing knock thresholds for improved knock control , 2014 .
[7] Fengrong Bi,et al. Knock Detection Based on Recursive Variational Mode Decomposition and Multilevel Semi-Supervised Local Fisher Discriminant Analysis , 2019, IEEE Access.
[8] Eric R. Ziegel,et al. Probability and Statistics for Engineering and the Sciences , 2004, Technometrics.
[9] Tao Xu,et al. The engine knock analysis – An overview , 2012 .
[10] Georg Brasseur,et al. Analysis of Autoregressive Coefficients of Knock Sensor Signals for Misfire Detection in Internal Combustion Engines , 2019, 2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC).
[11] O. Boubai. Knock detection in automobile engines , 2000 .
[12] E. Galloni,et al. Dynamic knock detection and quantification in a spark ignition engine by means of a pressure based method , 2012 .
[13] Jesse Frey,et al. Characterization of knock intensity distributions: Part 1: statistical independence and scalar measures , 2014 .
[14] Giulio Panzani,et al. Adaptive and Unconventional Strategies for Engine Knock Control , 2019, IEEE Transactions on Control Systems Technology.
[15] Hui Xie,et al. Trade-off on fuel economy, knock, and combustion stability for a stratified flame-ignited gasoline engine , 2018, Applied Energy.
[16] Jesse Frey,et al. A Bayesian Knock Event Controller , 2020, IEEE Transactions on Control Systems Technology.
[17] Alan L. Yuille,et al. Statistical Physics, Mixtures of Distributions, and the EM Algorithm , 1994, Neural Computation.
[18] Tielong Shen,et al. Real-time statistical learning-based stochastic knock limit control for spark-ignition engines , 2017 .
[19] Yorgos Goletsis,et al. Hierarchical Similarity Transformations Between Gaussian Mixtures , 2013, IEEE Transactions on Neural Networks and Learning Systems.
[20] D. Rubin,et al. Maximum likelihood from incomplete data via the EM - algorithm plus discussions on the paper , 1977 .
[21] Enrico Corti,et al. Knock Indexes Thresholds Setting Methodology , 2007 .
[22] P. Bares,et al. A new knock event definition for knock detection and control optimization , 2018 .
[23] Mitsuji Sampei,et al. Knocking detection in gasoline engines based on probability density functions: A mixed Gaussian distribution approach , 2015, 2015 54th IEEE Conference on Decision and Control (CDC).
[24] Yahui Zhang,et al. Adaptive Internal Model Based Control of the RGF Using Online Map Learning and Statistical Feedback Law , 2020, IEEE/ASME Transactions on Mechatronics.
[25] Jiancang Zhuang,et al. Forecasting the magnitude of the largest expected earthquake , 2019, Nature Communications.
[26] A. Amell,et al. Engine operation just above and below the knocking threshold, using a blend of biogas and natural gas , 2018, Energy.
[27] Asok Ray,et al. Bayesian Nonparametric Regression Modeling of Panel Data for Sequential Classification , 2018, IEEE Transactions on Neural Networks and Learning Systems.
[28] Jinwu Gao,et al. An On-Board Calibration Scheme for Map-Based Combustion Phase Control of Spark-Ignition Engines , 2017, IEEE/ASME Transactions on Mechatronics.
[29] Guoming Zhu,et al. Stochastic limit control and its application to spark limit control using ionization feedback , 2005, Proceedings of the 2005, American Control Conference, 2005..
[30] Jon Rigelsford,et al. Automotive Control Systems: For Engine, Driveline and Vehicle , 2004 .
[31] Yuhu Wu,et al. Design, implementation and experimental verification of a compensator-based triple-step model reference controller for an automotive electronic throttle , 2020 .
[32] Lars Eriksson,et al. Modeling and Control of Engines and Drivelines , 2014 .
[33] James C. Peyton Jones,et al. Likelihood-Based Control of Engine Knock , 2013, IEEE Transactions on Control Systems Technology.
[34] Jinwu Gao,et al. Challenges and solutions in automotive powertrain systems , 2018 .