This work presents a hierarchical architecture for the optimal management of an ensembleof steam generators, which needs to sustain jointly a common load. The coordination of independentsubsystems is provided by a multi-layer control scheme. A high-level optimizer computes the optimalshares of production to be allocated to single generators. At medium level, a robust tube-based ModelPredictive Control (MPC) is proposed to track the time-varying demand of the ensemble using acentralized, but aggregate model, whose order does not scale with the number of subsystems. Atlow level, decentralized controllers are in place to stabilize the internal boiler pressures. The controlarchitecture enables dynamically the modification of the ensemble configuration and plug and playoperations. Simulation results are reported to demonstrate the potentialities of the proposed approach.

A Hierarchical Architecture for the Coordination of an Ensemble of Steam Generators

Spinelli S
Primo
;
Ballarino A
2020

Abstract

This work presents a hierarchical architecture for the optimal management of an ensembleof steam generators, which needs to sustain jointly a common load. The coordination of independentsubsystems is provided by a multi-layer control scheme. A high-level optimizer computes the optimalshares of production to be allocated to single generators. At medium level, a robust tube-based ModelPredictive Control (MPC) is proposed to track the time-varying demand of the ensemble using acentralized, but aggregate model, whose order does not scale with the number of subsystems. Atlow level, decentralized controllers are in place to stabilize the internal boiler pressures. The controlarchitecture enables dynamically the modification of the ensemble configuration and plug and playoperations. Simulation results are reported to demonstrate the potentialities of the proposed approach.
2020
Istituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato - STIIMA (ex ITIA)
Model predictive and optimization-based control
Control of large-scale systems
Hierarchical multilevel and multilayer control
File in questo prodotto:
File Dimensione Formato  
prod_430175-doc_174846.pdf

accesso aperto

Descrizione: A Hierarchical Architecture for the Coordination of an Ensemble of Steam Generators is published by Elsevier on IFAC-PapersOnline, https://doi.org/10.1016/j.ifacol.2020.12.633
Tipologia: Versione Editoriale (PDF)
Licenza: Creative commons
Dimensione 650.34 kB
Formato Adobe PDF
650.34 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/406323
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 4
  • ???jsp.display-item.citation.isi??? 3
social impact