The DOI matches its Crossref record.
Ancillary Service to the Grid Through Control of Fans in Commercial Building HVAC Systems
Abstract
The thermal storage potential in commercial buildings is an enormous resource for providing various ancillary services to the grid. In this paper, we show how fans in Heating, Ventilation, and Air Conditioning (HVAC) systems of commercial buildings alone can provide substantial frequency regulation service, with little change in their indoor environments. A feedforward architecture is proposed to control the fan power consumption to track a regulation signal. The proposed control scheme is then tested through simulations based on a calibrated high fidelity non-linear model of a building. Model parameters are identified from data collected in Pugh Hall, a commercial building located on the University of Florida campus. For the HVAC system under consideration, numerical experiments demonstrate how up to 15% of the rated fan power can be deployed for regulation purpose while having little effect on the building indoor temperature. The regulation signal that can be successfully tracked is constrained in the frequency band [1/τ0,1/τ1], where τ0 ≈ 3 minutes and τ1 ≈ 8 seconds. Our results indicate that fans in existing commercial buildings in the U.S. can provide about 70% of the current national regulation reserve requirements in the aforementioned frequency band. A unique advantage of the proposed control scheme is that assessing the value of the ancillary service provided is trivial, which is in stark contrast to many demand-response programs.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
HVAC systems employ variable frequency drives (VFD), the speed and power of which can be quickly and continuously adjusted, following the regulation signal provided by the system operator in order to provide regulation reserve.
“Also, HVAC systems employ variable frequency drives (VFD), the speed and power of which can be quickly and continuously adjusted, following the regulation signal provided by the system operator in order to provide regulation reserve [65].”
From An overview of Demand Response: Key-elements and international experience (2017) · cites this paper as [65]
Citations
Cites
No references could be resolved yet.
Research works printed but not linked: 24
- 10.1016/j.enconman.2008.12.012 · DOI
- kundu, 2011, Modeling and control of thermostatically controlled loads, Proc 17th Power Syst Computation Conf
- 10.1109/Allerton.2013.6736573 · DOI
- braun, 1990, Reducing energy costs and peak electrical demand through optimal control of building thermal storage, ASHRAE Trans, 96, 876
- 10.1109/CDC.2010.5717458 · DOI
- watson, 2006, Strategies for demand response in commercial buildings, Proc ACEEE 2006 Summer Study on Energy Efficiency in Buildings, 287
- kiliccote, 2012, Field testing of automated demand response for integration of renewable resources in california's ancillary services market for regulation products, LBNL Tech Report
- 10.2172/1172955 · DOI
- 10.1115/1.2888063 · DOI
- 10.1109/ACC.2013.6579881 · DOI
- 10.1109/TPWRS.2007.901598 · DOI
- 2010, Storage Participation in ERCOT
- 10.1109/CDC.2010.5717327 · DOI
- helman, 2010, Resource and transmission planning to achieve a 33% rps in california-iso modeling tools and planning framework, Proc FERC Tech Conf Planning Models Softw
- 10.1109/PES.2009.5275922 · DOI
- 10.1109/TPWRS.2007.901489 · DOI
- 0, Buildings Energy Data Book
- 0, PJM Regulation Data
- 10.1109/ACC.2012.6315247 · DOI
- 2008, The ASHRAE Handbook HVAC Systems and Equipment (SI Edition)
- 10.1016/j.applthermaleng.2003.11.008 · DOI
- 10.1109/CDC.2012.6425958 · DOI
- 0, How Much Electric Supply Capacity is Needed to Keep U S Electricity Grids Reliable?
- 2008, ?Commercial buildings energy consumption survey (CBECS) Overview of commercial buildings 2003 ?
Cited by
Sorted by citations
An overview of Demand Response: Key-elements and international experience
Paterakis, N. G., Erdinç, O., & Catalão, J. P. S. (2017) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2016.11.167 · Cited by 640
Metadata
- Authors
- Hao, H., Lin, Y., Kowli, A. S., Barooah, P., & Meyn, S.
- Affiliations
- University of California, Berkeley (US)
- University of Florida (US)
- Indian Institute of Technology Bombay (IN)
- Venue
- IEEE Transactions on Smart Grid
- Published
- 2014-07
- Volume
- 5
- Issue
- 4
- Pages
- 2066-2074
- ISSN
- 1949-3053 (ISSN-L)
- 1949-3061
- OpenAlex
- W2160327646
- Cited by
- 273
- References
- 0
- Citations by year
- 2026: 7 · 2025: 15 · 2024: 9 · 2023: 16 · 2022: 15 · 2021: 16 · 2020: 30 · 2019: 22 · 2018: 38 · 2017: 40 · 2016: 38 · 2015: 25 · 2014: 2
- FWCI
- 18.58
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Transactions on Smart Grid (publishedVersion)
- DSpace (IIT Bombay) (submittedVersion)
- Funders
- National Science Foundation (CNS-0931885, ECCS-0925534)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Smart Grid Energy Management
- Physical Sciences › Engineering › Building and Construction › Building Energy and Comfort Optimization
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Frequency Control in Power Systems
- Keywords
- ancillary services, frequency regulation, commercial buildings, thermal energy storage, feedforward control, building energy simulation, parameter estimation, indoor temperature, demand response
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review