Model Error Compensation in ODE and DAE Estimators: with Automotive Engine Applications

Control and diagnosis of complex systems demand accurate information of the system state to enable efficient control and to detect system malfunction. Physical sensors are expensive and some quanti ...

[1]  A. Jazwinski.  Stochastic Processes and Filtering Theory , 1970 .

[2]  John B. Heywood,et al.  Internal combustion engine fundamentals , 1988 .

[3]  Gang Wu.  A Table Update Method for Adaptive Knock Control , 2006 .

[4]  Rolf Isermann,et al.  Nonlinear time constant estimation and dynamic compensation of temperature sensors , 2010 .

[5]  Alexandros Plianos,et al.  Nonlinear airpath control of modern diesel powertrains: a fuzzy systems approach , 2011, Int. J. Syst. Sci..

[6]  Honghai Liu,et al.  Predicting Future States With $n$ -Dimensional Markov Chains for Fault Diagnosis , 2009, IEEE Transactions on Industrial Electronics.

[7]  A. A. Sokolov,et al.  Identifiability of Turbocharged IC Engine Models , 1999 .

[8]  Fredrik Gustafsson,et al.  Slip-based tire-road friction estimation , 1997, Autom..

[9]  Carlos Canudas-de-Wit,et al.  Model-based adaptive observers for intake leakage detection in diesel engines , 2009, 2009 American Control Conference.

[10]  Lars Eriksson,et al.  Air Mass-Flow Measurement and Estimation in Diesel Engines Equipped with GR and VGT , 2008 .

[11]  Lennart Ljung,et al.  Model quality: the roles of prior knowledge and data information , 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

[12]  Lars Eriksson,et al.  Modeling and Control of Turbocharged SI and DI Engines , 2007 .

[13]  Lars Eriksson,et al.  Modeling of a Diesel Engine with VGT and EGR including Oxygen Mass Fraction , 2006 .

[14]  H. Hermes,et al.  Foundations of optimal control theory , 1968 .

[15]  T. Başar,et al.  A New Approach to Linear Filtering and Prediction Problems , 2001 .

[16]  Lars Eriksson,et al.  Air-to-Cylinder Observer on a Turbocharged SI-Engine with Wastegate , 2001 .

[17]  Ylva Nilsson,et al.  Modelling for Fuel Optimal Control of a Variable Compression Engine , 2007 .

[18]  Raghunathan Rengaswamy,et al.  Recursive state estimation techniques for nonlinear differential algebraic systems , 2010 .

[19]  A. Krener,et al.  Nonlinear controllability and observability , 1977 .

[20]  Matthias Schultalbers,et al.  Multiple Sliding Surface Control of Idle Engine Speed and Torque Reserve With Dead Start Assist Control , 2009, IEEE Transactions on Industrial Electronics.

[21]  Lennart Ljung,et al.  On global identifiability for arbitrary model parametrizations , 1994, Autom..

[22]  R. E. Kalman,et al.  Controllability of linear dynamical systems , 1963 .

[23]  Lars Eriksson,et al.  Modeling of a diesel engine with intake throttle, VGT, and EGR , 2010 .

[24]  Lars Eriksson,et al.  EGR-VGT Control and Tuning for Pumping Work Minimization and Emission Control , 2010, IEEE Transactions on Control Systems Technology.

[25]  Fredrik Tjärnström,et al.  A Nonparametric Approach to Model Error Modeling , 2000 .

[26]  Luigi del Re,et al.  Predictive Control of a Diesel Engine Air Path , 2007, IEEE Transactions on Control Systems Technology.

[27]  L. Dai,et al.  Singular Control Systems , 1989, Lecture Notes in Control and Information Sciences.

[28]  Erik Frisk,et al.  Model Based Engine Map Adaptation Using EKF , 2010 .

[29]  Lennart Ljung,et al.  Regressor and structure selection in NARX models using a structured ANOVA approach , 2008, Autom..

[30]  Saïd Mammar,et al.  Design of proportional-integral observer for unknown input descriptor systems , 2002, IEEE Trans. Autom. Control..

[31]  Luciano Luporini Menegaldo,et al.  Development and Navigation of a Mobile Robot for Floating Production Storage and Offloading Ship Hull Inspection , 2009, IEEE Transactions on Industrial Electronics.

[32]  Chia-Shang Liu,et al.  Coordinated EGR-rate model-based controls of turbocharged diesel engines via an intake throttle and an EGR valve , 2009, 2009 IEEE Vehicle Power and Propulsion Conference.

[33]  Martin Horn,et al.  Application of Higher Order Sliding-Mode Concepts to a Throttle Actuator for Gasoline Engines , 2009, IEEE Transactions on Industrial Electronics.

[34]  E. Hendricks,et al.  Mean Value Modelling of Turbocharged Spark Ignition Engines , 1998 .

[35]  Rudolph van der Merwe,et al.  Dual Estimation and the Unscented Transformation , 1999, NIPS.

[36]  Lennart Ljung,et al.  On parameter and state estimation for linear differential-algebraic equations , 2007, Autom..

[37]  Gérard Bloch,et al.  Two air path observers for turbocharged SI engines with VCT , 2009 .

[38]  R. F. Sincovec,et al.  Solvability, controllability, and observability of continuous descriptor systems , 1981 .

[39]  Heinz Unbehauen,et al.  Structure identification of nonlinear dynamic systems - A survey on input/output approaches , 1990, Autom..

[40]  Y. Bar-Shalom,et al.  Multisensor target tracking performance with bias compensation , 2006, IEEE Transactions on Aerospace and Electronic Systems.

[41]  Markus Klein.  Single-Zone Cylinder Pressure Modeling and Estimation for Heat Release Analysis of SI Engines , 2007 .

[42]  P. Müller,et al.  State estimation of dynamical systems with nonlinearities by using proportional-integral observer , 1995 .

[43]  Anders Fröberg.  Efficient Simulation and Optimal Control for Vehicle Propulsion , 2008 .

[44]  Erik Frisk,et al.  Observer design and model augmentation for bias compensation with a truck engine application , 2009 .

[45]  V. Becerra,et al.  Applying the extended Kalman filter to systems described by nonlinear differential-algebraic equations , 2001 .

[46]  Paolo Lino,et al.  Modelling and predictive control of a new injection system for compressed natural gas engines , 2008 .

[47]  Jonas Noreland.  Modal Split in the Inland Transport of the EU: Freight and Passenger Transport up to 2006 , 2008 .

[48]  Rolf Isermann,et al.  Fault-Diagnosis Applications , 2011 .

[49]  Lino Guzzella,et al.  Adaptive internal model control with application to fueling control , 2010 .

[50]  R. Kopp,et al.  LINEAR REGRESSION APPLIED TO SYSTEM IDENTIFICATION FOR ADAPTIVE CONTROL SYSTEMS , 1963 .

[51]  Xavier Blasco,et al.  Nonlinear predictive control based on local model networks for air management in diesel engines , 2008 .

[52]  Lino Guzzella,et al.  Control of diesel engines , 1998 .

[53]  Elbert Hendricks,et al.  Mean Value Modeling of a Small Turbocharged Diesel Engine , 1991 .

[54]  Junmin Wang.  Air fraction estimation for multiple combustion mode diesel engines with dual-loop EGR systems , 2008 .

[55]  M. A. Akanbi,et al.  Numerical solution of initial value problems in differential - algebraic equations , 2005 .

[56]  Elbert Hendricks,et al.  Isothermal vs. Adiabatic Mean Value SI Engine Models , 2001 .

[57]  Erik Frisk,et al.  EKF-based adaptation of look-up tables with an air mass-flow sensor application , 2011 .

[58]  Lars Eriksson,et al.  Modeling of a turbocharged SI engine , 2002, Annu. Rev. Control..

[59]  Lars Eriksson,et al.  Cylinder Air Charge Estimator in Turbocharged SI-Engines , 2004 .

[61]  J. C. Peyton Jones,et al.  Identification and adaptation of linear look-up table parameters using an efficient recursive least-squares technique. , 2009, ISA transactions.

[62]  Shu Wang,et al.  Explicit Model Predictive Control of DC–DC Switched-Mode Power Supplies With Extended Kalman Filtering , 2009, IEEE Transactions on Industrial Electronics.

[63]  J. Karl Hedrick,et al.  Air-to-fuel ratio control of spark ignition engines using Gaussian network sliding control , 1998, IEEE Trans. Control. Syst. Technol..

[64]  Lars Eriksson,et al.  DAE and ODE Based EKF:s and their Real-Time Performance Evaluated on a Diesel Engine , 2011 .

[65]  T. E. Hull,et al.  Numerical solution of initial value problems , 1966 .

[66]  P. R. Kalata,et al.  Observability conditions for biased linear time invariant systems , 1998, Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207).

[67]  Ilya V. Kolmanovsky,et al.  Control of variable geometry turbocharged diesel engines for reduced emissions , 2000, IEEE Trans. Control. Syst. Technol..

[68]  Michel Kinnaert,et al.  Diagnosis and Fault-Tolerant Control , 2004, IEEE Transactions on Automatic Control.

[69]  Volker Mehrmann,et al.  Controllability and Observability of Second Order Descriptor Systems , 2008, SIAM J. Control. Optim..

[70]  Johan Wahlström,et al.  Control of EGR and VGT for Emission Control and Pumping Work Minimization in Diesel Engines , 2009 .