Abstract
Economic Model Predictive Control (EMPC) is a variant of Model Predictive Control aimed at maximization of system’s profitability. It allows one to explicitly deal with hard and average constraints on system’s input and output variables as well as with nonlinearity of dynamics. We provide basic definitions and concepts of the approach and highlight some promising research directions.
Bibliography
Amrit R, Rawlings JB, Angeli D (2011) Economic optimization using model predictive control with a terminal cost. Annu Rev Control 35:178–186
Angeli D, Amrit R, Rawlings JB (2011) Enforcing convergence in nonlinear economic MPC. Paper presented at the 50th IEEE conference on decision and control and european control conference (CDC-ECC), Orlando 12–15 Dec 2011
Angeli D, Amrit R, Rawlings JB (2012) On average performance and stability of economic model predictive control. IEEE Trans Autom Control 57:1615–1626
Diehl M, Amrit R, Rawlings JB (2011) A Lyapunov function for economic optimizing model predictive control. IEEE Trans Autom Control 56:703–707
Fagiano L, Teel A (2012) Model predictive control with generalized terminal state constraint. Paper presented at the IFAC conference on nonlinear model predictive control, Noordwijkerhout 23–27 Aug 2012
Grüne L (2012) Economic MPC and the role of exponential turnpike properties. Oberwolfach Rep 12:678–681
Grüne L (2013) Economic receding horizon control without terminal constraints. Automatica 49:725–734
Heidarinejad M (2012) Economic model predictive control of nonlinear process systems using Lyapunov techniques. AIChe J 58:855–870
Hovgaard TG, Edlund K, Bagterp Jorgensen J (2010) The potential of Economic MPC for power management. Paper presented at the 49th IEEE conference on decision and control, Atlanta 15–17 Dec 2010
MA J, Joe Qin S, Li B et al (2011) Economic model predictive control for building energy systems. Paper presented at the IEEE innovative smart grid technology conference, Anaheim, 17–19 Jan 2011
Müller MA, Angeli D, Allgöwer F (2013a) On convergence of averagely constrained economic MPC and necessity of dissipativity for optimal steady-state operation. Paper presented at the 2013 IEEE American control conference, Washington DC, 17–19 June 2013
Müller MA, Angeli D, Allgöwer F (2013b) Economic model predictive control with self-tuning terminal weight. Eur J Control 19:408–416
Rawlings JB, Amrit R (2009) Optimizing process economic performance using model predictive control. In: Magni L, Raimondo DM, Allgöwer F (eds) Nonlinear model predictive control. Lecture notes in control and information Sciences, vol 384. Springer, Berlin, pp 119–138
Rawlings JB, Bonne D, Jorgensen JB et al (2008) Unreachable setpoints in model predictive control. IEEE Trans Autom Control 53:2209–2215
Rawlings JB, Angeli D, Bates CN (2012) Fundamentals of economic model predictive control. Paper presented at the IEEE 51st annual conference on decision and control (CDC), Maui 10–13 Dec 2012
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© 2013 Springer-Verlag London
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Angeli, D. (2013). Economic Model Predictive Control. In: Baillieul, J., Samad, T. (eds) Encyclopedia of Systems and Control. Springer, London. https://doi.org/10.1007/978-1-4471-5102-9_6-1
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DOI: https://doi.org/10.1007/978-1-4471-5102-9_6-1
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Publisher Name: Springer, London
Online ISBN: 978-1-4471-5102-9
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Chapter history
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Latest
Economic Model Predictive Control- Published:
- 10 September 2019
DOI: https://doi.org/10.1007/978-1-4471-5102-9_6-2
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Original
Economic Model Predictive Control- Published:
- 04 April 2014
DOI: https://doi.org/10.1007/978-1-4471-5102-9_6-1