LAPSE:2019.0226v1
Published Article
LAPSE:2019.0226v1
Definition and Experimental Validation of a Simplified Model for a Microgrid Thermal Network and its Integration into Energy Management Systems
Andrea Bonfiglio, Massimo Brignone, Federico Delfino, Alessandro Nilberto, Renato Procopio
February 5, 2019
The present paper aims at defining a simplified but effective model of a thermal network that links the thermal power generation with the resulting temperature time profile in a heated or refrigerated environment. For this purpose, an equivalent electric circuit is proposed together with an experimental procedure to evaluate its input parameters. The paper also highlights the simplicity of implementation of the proposed model into a microgrid Energy Management System. This allows the optimal operation of the thermal network to be achieved on the basis of available data (desired temperature profile) instead of a less realistic basis (such as the desired thermal power profile). The validation of the proposed model is performed on the Savona Campus Smart Polygeneration Microgrid (SPM) with the following steps: (i) identification of the parameters involved in the equivalent circuit (performed by minimizing the difference between the temperature profile, as calculated with the proposed model, and the measured one in a set of training days); (ii) test of the model accuracy on a set of testing days (comparing the measured temperature profiles with the calculated ones); (iii) implementation of the model into an Energy Management System in order to optimize the thermal generation starting from a desired temperature hourly profile.
Keywords
energy management, optimization algorithm, parameter identification, smart grids, thermal network
Suggested Citation
Bonfiglio A, Brignone M, Delfino F, Nilberto A, Procopio R. Definition and Experimental Validation of a Simplified Model for a Microgrid Thermal Network and its Integration into Energy Management Systems. (2019). LAPSE:2019.0226v1
Author Affiliations
Bonfiglio A: Department of Naval, Electrical, and ICT Engineering, University of Genova, I-16145 Genoa, Italy [ORCID]
Brignone M: Department of Naval, Electrical, and ICT Engineering, University of Genova, I-16145 Genoa, Italy
Delfino F: Department of Naval, Electrical, and ICT Engineering, University of Genova, I-16145 Genoa, Italy
Nilberto A: Mechanical, Energy, Management and Transportation Engineering Department, University of Genova, I-16145 Genoa, Italy
Procopio R: Department of Naval, Electrical, and ICT Engineering, University of Genova, I-16145 Genoa, Italy [ORCID]
[Login] to see author email addresses.
Journal Name
Energies
Volume
9
Issue
11
Article Number
E914
Year
2016
Publication Date
2016-11-04
Published Version
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en9110914, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2019.0226v1
This Record
External Link

doi:10.3390/en9110914
Publisher Version
Download
Files
[Download 1v1.pdf] (2.5 MB)
Feb 5, 2019
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
507
Version History
[v1] (Original Submission)
Feb 5, 2019
 
Verified by curator on
Feb 5, 2019
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2019.0226v1
 
Original Submitter
Calvin Tsay
Links to Related Works
Directly Related to This Work
Publisher Version