LAPSE:2023.30050
Published Article
LAPSE:2023.30050
A Methodology for the Enhancement of the Energy Flexibility and Contingency Response of a Building through Predictive Control of Passive and Active Storage
Jennifer Date, José A. Candanedo, Andreas K. Athienitis
April 14, 2023
Abstract
Optimal management of thermal energy storage in a building is essential to provide predictable energy flexibility to a smart grid. Active technologies such as Electric Thermal Storage (ETS) can assist in building heating load management and can complement the building’s passive thermal storage capacity. The presented paper outlines a methodology that utilizes the concept of Building Energy Flexibility Index (BEFI) and shows that implementing Model Predictive Control (MPC) with dedicated thermal storage can provide predictable energy flexibility to the grid during critical times. When the utility notifies the customer 12 h before a Demand Response (DR) event, a BEFI up to 65 kW (100% reduction) can be achieved. A dynamic rate structure as the objective function is shown to be successful in reducing the peak demand, while a greater reduction in energy consumption in a 24-hour period is seen with a rate structure with a demand charge. Contingency reserve participation was also studied and strategies included reducing the zone temperature setpoint by 2∘C for 3 h or using the stored thermal energy by discharging the device for 3 h. Favourable results were found for both options, where a BEFI of up to 47 kW (96%) is achieved. The proposed methodology for modeling and evaluation of control strategies is suitable for other similar convectively conditioned buildings equipped with active and passive storage.
Keywords
active storage, BEFI, contingency reserve, energy flexibility, model-based control, passive storage, predictive control, thermal storage
Suggested Citation
Date J, Candanedo JA, Athienitis AK. A Methodology for the Enhancement of the Energy Flexibility and Contingency Response of a Building through Predictive Control of Passive and Active Storage. (2023). LAPSE:2023.30050
Author Affiliations
Date J: Department of Building, Civil and Environmental Engineering, Concordia University, Montreal, QC H3G 1M8, Canada [ORCID]
Candanedo JA: Department of Building, Civil and Environmental Engineering, Concordia University, Montreal, QC H3G 1M8, Canada; CanmetENERGY, Natural Resources Canada, Varennes, QC J3X 1P7, Canada [ORCID]
Athienitis AK: Department of Building, Civil and Environmental Engineering, Concordia University, Montreal, QC H3G 1M8, Canada
Journal Name
Energies
Volume
14
Issue
5
First Page
1387
Year
2021
Publication Date
2021-03-03
ISSN
1996-1073
Version Comments
Original Submission
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PII: en14051387, Publication Type: Journal Article
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LAPSE:2023.30050
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https://doi.org/10.3390/en14051387
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CC BY 4.0
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