This paper presents an IoT software infrastructure that enables energy management and simulation of new control policies in a city district. The proposed platform enables the interoperability and the correlation of (near-)real-time building energy profiles with environmental data from sensors as well as building and grid models. In a smart city context, this platform fulfills i) the integration of heterogeneous data sources at building and district level, and ii) the simulation of novel energy policies at district level aimed at the optimization of the energy usage accounting also for its impact on building comfort. The platform has been deployed in a real world district and a novel control policy for the heating distribution network has been developed and tested. Results are presented and discussed in the paper.
BRUNDU, F.G., PATTI, E., OSELLO, A., Giudice, M.D., RAPETTI, N., Krylovskiy, A., et al. (2017). IoT software infrastructure for Energy Management and Simulation in Smart Cities. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 13(2), 832-840 [10.1109/TII.2016.2627479].
IoT software infrastructure for Energy Management and Simulation in Smart Cities
ACQUAVIVA, ANDREA
2017
Abstract
This paper presents an IoT software infrastructure that enables energy management and simulation of new control policies in a city district. The proposed platform enables the interoperability and the correlation of (near-)real-time building energy profiles with environmental data from sensors as well as building and grid models. In a smart city context, this platform fulfills i) the integration of heterogeneous data sources at building and district level, and ii) the simulation of novel energy policies at district level aimed at the optimization of the energy usage accounting also for its impact on building comfort. The platform has been deployed in a real world district and a novel control policy for the heating distribution network has been developed and tested. Results are presented and discussed in the paper.File | Dimensione | Formato | |
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