Try Mobilus Beta
Search tips
 This content is not included in your SAE MOBILUS subscription, or you are not logged in.

Integrated Engine States Estimation Using Extended Kalman Filter and Disturbance Observer

Journal Article
2019-01-2603
ISSN: 2641-9645, e-ISSN: 2641-9645
DOI: https://doi.org/10.4271/2019-01-2603
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

Cited By