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Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings – Battery Storage Considerations (CROSBI ID 302603)

Prilog u časopisu | stručni rad

Banjac, Anita ; Hure, Nikola ; Kovačević, Marko ; Novak, Hrvoje ; Vašak, Mario ; Perić, Nedjeljko Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings – Battery Storage Considerations // Engineering power : bulletin of the Croatian Academy of Engineering, 16 (2021), 3; 2-6

Podaci o odgovornosti

Banjac, Anita ; Hure, Nikola ; Kovačević, Marko ; Novak, Hrvoje ; Vašak, Mario ; Perić, Nedjeljko

engleski

Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings – Battery Storage Considerations

In the paper, a modular building energy management strategy based on a three-level hierarchical model predictive control is applied to the daily operation scheduling of a full-scale building consisting of 248 offices. Such an approach provides a holistic energy management strategy and enables significant demand response ancillary services for buildings as prosumers, while retaining the independence of required expertise in very different building subsystems. The three-level coordination encompasses building zones, central medium conditioning and a microgrid subsystem. Compared to rule-based control, detailed realistic simulations for typical days in summer show that the indoor comfort is substantially improved with a considerable reduction of the overall building operation cost. The analysis also considers the margin of a battery storage system contribution to the operating costs reduction which underlines the potential of software-based coordination.

building energy management system, zone comfort control, thermal medium conditioning, microgrid energy management, hierarchical coordination, model predictive control, energy efficiency, price-optimal control

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Podaci o izdanju

16 (3)

2021.

2-6

objavljeno

1331-7210

Povezanost rada

Elektrotehnika, Informacijske i komunikacijske znanosti, Interdisciplinarne tehničke znanosti, Temeljne tehničke znanosti