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- W2968348712 abstract "This paper addresses the problem of performance monitoring for Economic Model Predictive Control (EMPC) in the presence of plant parameter changes. In order to cope with plant-model mismatch, we adopt a recently developed offset-free EMPC algorithm which requires the gradient of the plant input-output steady-state map. A subspace identification method is used in order to estimate this plant gradient from transient measurements. However, when the plant parameters change, this method may fail unless re-identification is performed. Hence, to start a new data collection for the identification an event-triggered mechanism is proposed, based on a suitable performance monitoring strategy. In this case this mechanism investigates a possible, more profitable, steady-state equilibrium and, if convenient, it re-identifies the plant gradient. The proposed monitoring technique is then successfully tested over an illustrative example of a chemical reactor." @default.
- W2968348712 created "2019-08-22" @default.
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- W2968348712 date "2019-06-01" @default.
- W2968348712 modified "2023-09-28" @default.
- W2968348712 title "A performance monitoring algorithm for sustained optimal operation with economic MPC" @default.
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- W2968348712 doi "https://doi.org/10.23919/ecc.2019.8795761" @default.
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