Nonlinear model predictive control with moving horizon state and disturbance estimation - With application to MSW combustion

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 38, Issue 1, 2005, Pages 291-296

  Leskens, M ^a   Van Kessel, L B M ^a   Van Den Hof, P M J ^b   Bosgra, O H ^b  

^a TNO   (Netherlands)

^b DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

Extended Kalman filter; Moving horizon estimation; Municipal solid waste combustion; Nonlinear model predictive control

Indexed keywords

EXTENDED KALMAN FILTERS; MUNICIPAL SOLID WASTE; NONLINEAR ANALYSIS; NONLINEAR SYSTEMS; PREDICTIVE CONTROL SYSTEMS; WASTE INCINERATION;

CLOSED-LOOP PERFORMANCE; COMBUSTION PLANTS; DISTURBANCE ESTIMATION; FIRST PRINCIPLES MODELS; MOVING HORIZON ESTIMATION; MOVING HORIZON ESTIMATOR; MUNICIPAL SOLID WASTE (MSW); NONLINEAR MODEL PREDICTIVE CONTROL;

MODEL PREDICTIVE CONTROL;

EID: 79960722986     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20050703-6-cz-1902.01624     Document Type: Conference Paper

References (9)

1. Boggs, P.T. and J.W. Tolle (1995). Sequential quadratic programming. Acta Numerica 4, 1-51.
2. Lee, J.H. and N.L. Ricker (1994). Extended kalman filter based nonlinear model predictive control. Ind. & Eng. Chem. Res. 33, 1530-1541.
3. Leskens, M., L.B.M. Van Kessel and O.H. Bosgra (2005). Model predictive control as a tool for improving the process operation of MSW combustion plants. Accepted for publication in Waste Management.
4. Leskens, M., L.B.M. Van Kessel and P.M.J. Van den Hof (2002). MIMO closed-loop identification of an MSW incinerator. Control Engineering Practice 10, 315-326.
5. Rao, C.V. and J.B. Rawlings (2002). Constrained process monitoring: Moving-horizon approach. AIChE Journal 48, 97-108.
6. Tousain, R.L. and O.H. Bosgra (2000). Efficient dynamic optimization for nonlinear model predictive control - application to a high density poly-ethylene grade change problem. In: Proc. 39th IEEE Conf. Dec. and Contr.. Sydney, Australia.
7. Van Hessem, D.H. and O.H. Bosgra (2004). Closed-loop stochastic model predictive control in a receding horizon implementation on a continuous polymerization reactor example. In: Proc. 2004 Am. Contr. Conf.. Boston, MA, USA.
8. Van Kessel, L.B.M. (2003). Stochastics Disturbances and Dynamics of Thermal Processes with application to municipal solid waste combustion. PhD thesis. Eindhoven University of Technology.
9. Van Kessel, L.B.M., A.R.J. Arendsen and G. Brem (2004). On-line determination of the calorific value of solid fuels. Fuel 83, 59-71.