2026-09-19T08:31:20Zhttps://dspace.mit.edu/server/oai/requestoai:dspace.mit.edu:1721.1/1035672022-01-31T17:11:09Zcom_1721.1_7582com_1721.1_7581col_1721.1_131023
Leslie K. Norford.
Xu, Nora (Nora Lan)
Technology and Policy Program.
Massachusetts Institute of Technology. Engineering Systems Division
Massachusetts Institute of Technology. Institute for Data, Systems, and Society
Technology and Policy Program
2016-07-11T14:43:53Z
2016-07-11T14:43:53Z
2015
2015
http://hdl.handle.net/1721.1/103567
938934215
Thesis: S.M. in Technology and Policy, Massachusetts Institute of Technology, Institute for Data, Systems, and Society, Technology and Policy Program, 2015.
Cataloged from PDF version of thesis.
Includes bibliographical references (pages 135-140).
Under the broad context of decarbonization of the energy sector, commercial buildings are well-suited for providing ancillary services to the electricity grid and poised to transform from passive consumers to active electricity market participants. A data-driven multi-zonal thermal response model is formulated and fit to EnergyPlus simulation data from a Department of Energy Small Office Reference Commercial Building for the months of June, July and August. When validated and tested against EnergyPlus simulation data, the thermal response model performs well. The thermal response model is then used in a co-optimization of energy and ancillary provision for a small office building with a variable air volume system from [9] using summer wholesale electricity and ancillary services prices from ISO-NE. Under six different price cases, the individual small office building provides maximum hourly regulation and spinning reserve capacities of 3.2 and 4.4 kW respectively and daily total regulation and spinning reserve capacities of 51 and 46 kW respectively. When scaled up over similar building stock in New England, small office buildings can provide up to 9.5% of ISO-NE's daily regulation requirement and 8% of the daily spinning reserves requirement. From an economic perspective, a small office building's potential summer ancillary services' revenues are not sufficient to drive investment in installation of a building automation system, variable air volume system and associated metering. However, buildings may invest in the necessary equipment for energy cost reductions and to participate in other demand response programs. Increasing building participation rates in ancillary services markets requires addressing the principal-agent problem, building-specific concerns such as program controllability and convenience and targeted policies aimed at increasing availability of clear aggregator-enabled building participation avenues.
by Nora Xu.
S.M. in Technology and Policy
140 pages
eng
Massachusetts Institute of Technology
M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission.
http://dspace.mit.edu/handle/1721.1/7582
Institute for Data, Systems, and Society.
Engineering Systems Division.
Technology and Policy Program.
Active participation of buildings in the power sector : the case of small office buildings
Thesis
application/pdf
Publication
unknown
unknown
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<Abstract>Under the broad context of decarbonization of the energy sector, commercial buildings are well-suited for providing ancillary services to the electricity grid and poised to transform from passive consumers to active electricity market participants. A data-driven multi-zonal thermal response model is formulated and fit to EnergyPlus simulation data from a Department of Energy Small Office Reference Commercial Building for the months of June, July and August. When validated and tested against EnergyPlus simulation data, the thermal response model performs well. The thermal response model is then used in a co-optimization of energy and ancillary provision for a small office building with a variable air volume system from [9] using summer wholesale electricity and ancillary services prices from ISO-NE. Under six different price cases, the individual small office building provides maximum hourly regulation and spinning reserve capacities of 3.2 and 4.4 kW respectively and daily total regulation and spinning reserve capacities of 51 and 46 kW respectively. When scaled up over similar building stock in New England, small office buildings can provide up to 9.5% of ISO-NE's daily regulation requirement and 8% of the daily spinning reserves requirement. From an economic perspective, a small office building's potential summer ancillary services' revenues are not sufficient to drive investment in installation of a building automation system, variable air volume system and associated metering. However, buildings may invest in the necessary equipment for energy cost reductions and to participate in other demand response programs. Increasing building participation rates in ancillary services markets requires addressing the principal-agent problem, building-specific concerns such as program controllability and convenience and targeted policies aimed at increasing availability of clear aggregator-enabled building participation avenues.</Abstract>
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