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Integrated Engine States Estimation Using Extended Kalman Filter and Disturbance Observer

Journal Article
2019-01-2603
ISSN: 2641-9637, e-ISSN: 2641-9645
Published October 22, 2019 by SAE International in United States
Integrated Engine States Estimation Using Extended Kalman Filter and Disturbance Observer
Sector:
Citation: Zhu, Q. and Prucka, R., "Integrated Engine States Estimation Using Extended Kalman Filter and Disturbance Observer," SAE Int. J. Adv. & Curr. Prac. in Mobility 2(2):929-938, 2020, https://doi.org/10.4271/2019-01-2603.
Language: English

References

  1. Zhu , Q. , Onori , S. , and Prucka , R. An Economic Nonlinear Model Predictive Control Strategy for SI Engines: Model-Based Design and Real-Time Experimental Validation IEEE Transactions on Control Systems Technology 27 1 296 310 2019 10.1109/TCST.2017.2769660
  2. Wang , J. Air Fraction Estimation for Multiple Combustion Mode Diesel Engines with Dual-Loop EGR Systems Proc. of 46th IEEE Conference on Decision and Control 2862 2867 New Orleans Dec. 2007 10.1109/CDC.2007.4434008
  3. Kolmanovsky , I. , Sun , J. , and Druzhinina , M. Charge Control for Direct Injection Spark Ignition Engines with EGR Proc. of the 2000 American Control Conference 34 38 2000 10.1109/ACC.2000.878767
  4. Stotsky , A. and Kolmanovsky , I. Application of Input Estimation Techniques to Charge Estimation and Control in Automotive Engines Control Eng. Pract. 10 12 1371 1383 2002 10.1016/S0967-0661(02)00101-6
  5. Wang , Z. , Zhu , Q. , and Prucka , R. A Review of Spark-Ignition Engine Air Charge Estimation Methods SAE Technical Paper 2016-01-0620 2016 10.4271/2016-01-0620
  6. Chauvin , J. , Corde , G. , and Petit , N. Constrained Motion Planning for the Airpath of a Diesel HCCI Engine Proc. of the 45th IEEE Conference on Decision & Control 3589 3596 2006 10.1109/CDC.2006.376917
  7. Zhao , J. and Wang , J. Engine Mass Airflow Sensor Fault Detection via an Adaptive Oxygen Fraction Observer Proc. of 2014 American Control Conference 1517 1522 Portland June 2014 10.1109/ACC.2014.6858750
  8. Yan , F. and Wang , J. In-Cylinder Oxygen Mass Fraction Cycle-by-Cycle Estimation via a Lyapunov-Based Observer Design Proc. of 2010 American Control Conference Baltimore, MD June 2010 10.1109/ACC.2010.5531108
  9. Chen , X. , Wang , Y. , Haskara , I. , and Zhu , G. Optimal Air-to-Fuel Ratio Control with Adaptive Estimation of Biofuel Content for Diesel Engine LNT Regeneration IEEE Transactions on Control Systems Technology 22 2 428 439 2014
  10. Ahn , K. , Stefanopoulou , A.G. , and Jankovic , M. AFR-Based Fuel Ethanol Content Estimation in Flex-Fuel Engines Tolerant to MAF Sensor Drifts IEEE Transactions on Control Systems Technology 21 3 590 603 2013 10.1109/TCST.2012.2187786
  11. Fox , J. , Cheng , W. , and Heywood , J. A Model for Predicting Residual Gas Fraction in Spark-Ignition Engines SAE Technical Paper 931025 1993 10.4271/931025
  12. Wang , S. , Prucka , R. , Prucka , M. , and Dourra , H. Control-Oriented Residual Gas Mass Prediction for Spark Ignition Engines International J. of Engine Research 226 6 828 839 June 2012 10.1177/1468087414555732
  13. Chiang , C.J. and Stefanopoulou , A.G. Control of Thermal Ignition in Gasoline Engines Proc. of American Control Conference 3871 3876 2005
  14. Zhu , Q. , Wang , S. , Prucka , R. , Prucka , M. et al. Model-Based Control-Oriented Combustion Phasing Feedback for Fast CA50 Estimation SAE Int. J. Engines 8 3 997 1004 2015 10.4271/2015-01-0868
  15. Moskwa , J.J. and Pan , C. Engine Load Torque Estimation Using Nonlinear Observers Proc. of the 34th Conference on Decision & Control New Orleans Dec. 1995
  16. Itoh , Y. , Higashi , K. , and Iwase , M. UKF-Based Estimation of Indicated Torque for IC Engines Utilizing Nonlinear Two-Inertia Model Proc. of 51st Conference on Decision and Control Maui Dec. 2012 10.1109/CDC.2012.6425865
  17. Min , K. , Chung , J. , Kang , E. , and Sunwoo , M. Individual Cylinder IMEP Estimation Using a Single Cylinder Pressure Sensor for Light-Duty Diesel Engines SAE Technical Paper 2014-01-1347 2014 10.4271/2014-01-1347
  18. Guzzella , L. and Onder , C.H. Introduction to Modeling and Control of Internal Combustion Engine Systems Second Springer 2009
  19. Ali , A. and Blath , P. Application of Modern Techniques to SI-Engine Torque Control Proc. of 2006 IEEE International Conference on Control Applications 2405 2410 Munich, Germany Oct. 2006 10.1109/CACSD-CCA-ISIC.2006.4777017
  20. Pannocchia , G. and Rawlings , J.B. Disturbance Models for Offset-Free MPC Control AIChE J. 49 2 426 437 2003
  21. Rajamani , M.R. , Rawlings , J.B. , and Qin , S.J. Achieving State Estimation Equivalence for Misassigned Disturbances in Offset-Free Model Predictive Control AIChE J. 55 2 396 407 Feb. 2009 10.1002/aic.11673
  22. Rawlings , J.B. and Mayne , D.Q. Model Predictive Control: Theory and Design Madison, WI Nob Hill Publishing 2009 45 59
  23. Arici , O. , Johnson , J.H. , and Kulkarni , A.J. Cooling System Simulation; Part 1 - Model Development SAE Technical Paper 1999-01-0240 1999 10.4271/1999-01-0240
  24. Cortona , E. , Onder , C.H. , and Guzzella , L. Engine Thermal Management with Components for Fuel Consumption Reduction International Journal of Engine Research, IMechE 3 3 157 170 2002
  25. Hall , C.M. , Shaver , G.M. , Chauvin , J. , and Petit , N. Combustion Phasing Model for Control of a Gasoline-Ethanol Fueled SI Engine with Variable Valve Timing Proc. of 2012 American Control Conference 1271 1277 Montreal, QC 2012 10.1109/ACC.2012.6314779
  26. Wang , S. , Prucka , R. , Zhu , Q. , Prucka , M. et al. A Real-Time Model for Spark Ignition Engine Combustion Phasing Prediction SAE Int. J. Engines 9 2 2016 10.4271/2016-01-0819
  27. Patterson , G. and Davis , R. Geometric and Topological Considerations to Maximize Remotely Mounted Cylinder Pressure Transducer Data Quality SAE Technical Paper 2009-01-0644 2009 10.4271/2009-01-0644
  28. Schten , K. , Ripley , G. , Punater , A. , and Erickson , C. Design of an Automotive Grade Controller for In-Cylinder Pressure Based Engine Control Development SAE Technical Paper 2007-01-0774 2007 10.4271/2007-01-0774
  29. Zhu , Q. , Prucka , R. , Prucka , M. , and Dourra , H. A Nonlinear Model Predictive Control Strategy with a Disturbance Observer for Spark Ignition Engines with External EGR SAE Int. J. Commer. Veh. 10 1 2017 10.4271/2017-01-0608

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