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Real-time optimization for large scale processes: Nonlinear model predictive control of a high purity distillation column. (English) Zbl 0999.93056

Grötschel, Martin (ed.) et al., Online optimization of large scale systems. Berlin: Springer. 363-383 (2001).
Using a relatively simple control example (the control of a high purity binary distillation column), Nonlinear Predictive Control (NMPC) is applied using specialized dynamic optimization strategies for large scale systems. An efficient real-time optimization scheme is based on a multiple shooting method and is characterized by an initial value embedding strategy and real-time iterations.
The work is a reference paper for the NMPC optimization problem.
For the entire collection see [Zbl 0971.00007].

MSC:

93C95 Application models in control theory
93B51 Design techniques (robust design, computer-aided design, etc.)
93A15 Large-scale systems
93C10 Nonlinear systems in control theory
93B40 Computational methods in systems theory (MSC2010)
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