A Priority-Based Control Strategy and Performance Bound for Aggregated HVAC-Based Load Shaping
Abstract
Air conditioning systems have been recognized as a potential, cost-effective resource for shaping electrical load in a power system. This work presents a new priority-based control strategy that explicitly addresses three requirements for using a collection of air conditioning units in this capacity. These are 1) tracking a regulation signal, 2) maintaining the building temperature near its set point, and 3) satisfying a cycling constraint of the air conditioners. After introducing the control strategy, we derive a bound for the regulation signal within which tracking is guaranteed while also satisfying the temperature requirement. These results are illustrated with simulations.
- Authors:
-
- Georgia State Univ., Atlanta, GA (United States)
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
- Publication Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1659636
- Grant/Contract Number:
- AC05-00OR22725
- Resource Type:
- Accepted Manuscript
- Journal Name:
- IEEE Transactions on Smart Grid
- Additional Journal Information:
- Journal Volume: 11; Journal Issue: 5; Journal ID: ISSN 1949-3053
- Publisher:
- IEEE
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 32 ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION; Load shaping; HVAC; control strategy; performance bound; smart grid
Citation Formats
Hu, Xiaolin, and Nutaro, James J. A Priority-Based Control Strategy and Performance Bound for Aggregated HVAC-Based Load Shaping. United States: N. p., 2020.
Web. doi:10.1109/tsg.2020.2977203.
Hu, Xiaolin, & Nutaro, James J. A Priority-Based Control Strategy and Performance Bound for Aggregated HVAC-Based Load Shaping. United States. https://doi.org/10.1109/tsg.2020.2977203
Hu, Xiaolin, and Nutaro, James J. Fri .
"A Priority-Based Control Strategy and Performance Bound for Aggregated HVAC-Based Load Shaping". United States. https://doi.org/10.1109/tsg.2020.2977203. https://www.osti.gov/servlets/purl/1659636.
@article{osti_1659636,
title = {A Priority-Based Control Strategy and Performance Bound for Aggregated HVAC-Based Load Shaping},
author = {Hu, Xiaolin and Nutaro, James J.},
abstractNote = {Air conditioning systems have been recognized as a potential, cost-effective resource for shaping electrical load in a power system. This work presents a new priority-based control strategy that explicitly addresses three requirements for using a collection of air conditioning units in this capacity. These are 1) tracking a regulation signal, 2) maintaining the building temperature near its set point, and 3) satisfying a cycling constraint of the air conditioners. After introducing the control strategy, we derive a bound for the regulation signal within which tracking is guaranteed while also satisfying the temperature requirement. These results are illustrated with simulations.},
doi = {10.1109/tsg.2020.2977203},
journal = {IEEE Transactions on Smart Grid},
number = 5,
volume = 11,
place = {United States},
year = {2020},
month = {2}
}
Web of Science
Works referenced in this record:
Aggregated Modeling and Control of Air Conditioning Loads for Demand Response
journal, November 2013
- Zhang, Wei; Lian, Jianming; Chang, Chin-Yao
- IEEE Transactions on Power Systems, Vol. 28, Issue 4, p. 4655-4664
Model Predictive Control of Aggregated Heterogeneous Second-Order Thermostatically Controlled Loads for Ancillary Services
journal, May 2016
- Liu, Mingxi; Shi, Yang
- IEEE Transactions on Power Systems, Vol. 31, Issue 3
Coordination and Control of Building HVAC Systems to Provide Frequency Regulation to the Electric Grid
journal, July 2018
- Olama, Mohammed; Kuruganti, Teja; Nutaro, James
- Energies, Vol. 11, Issue 7
Generalized aggregation and coordination of residential loads in a smart community
conference, November 2015
- Hao, He; Somani, Abhishek; Lian, Jianming
- 2015 IEEE International Conference on Smart Grid Communications (SmartGridComm)
Modeling Uncertainties in Aggregated Thermostatically Controlled Loads Using a State Queueing Model
journal, May 2005
- Lu, N.; Chassin, D. P.; Widergren, S. E.
- IEEE Transactions on Power Systems, Vol. 20, Issue 2
Modeling and Control of Aggregate Air Conditioning Loads for Robust Renewable Power Management
journal, July 2013
- Bashash, Saeid; Fathy, Hosam K.
- IEEE Transactions on Control Systems Technology, Vol. 21, Issue 4
Hierarchical Control of Residential HVAC Units for Primary Frequency Regulation
journal, July 2018
- Wu, Xiaoyu; He, Jinghan; Xu, Yin
- IEEE Transactions on Smart Grid, Vol. 9, Issue 4
Aggregate Flexibility of Thermostatically Controlled Loads
journal, January 2015
- Hao, He; Sanandaji, Borhan M.; Poolla, Kameshwar
- IEEE Transactions on Power Systems, Vol. 30, Issue 1
Experimental Evaluation of Frequency Regulation From Commercial Building HVAC Systems
journal, March 2015
- Lin, Yashen; Barooah, Prabir; Meyn, Sean
- IEEE Transactions on Smart Grid, Vol. 6, Issue 2
Thermostatic Load Control for System Frequency Regulation Considering Daily Demand Profile and Progressive Recovery
journal, November 2019
- Shi, Qingxin; Li, Fangxing; Liu, Guangxi
- IEEE Transactions on Smart Grid, Vol. 10, Issue 6
Laboratory-based assessment of HVAC equipment for power grid frequency regulation: Methods, regulation performance, economics, indoor comfort and energy efficiency
journal, February 2019
- Cai, Jie; Braun, James E.
- Energy and Buildings, Vol. 185
Frequency Regulation From Commercial Building HVAC Demand Response
journal, April 2016
- Beil, Ian; Hiskens, Ian; Backhaus, Scott
- Proceedings of the IEEE, Vol. 104, Issue 4
Achieving Controllability of Electric Loads
journal, January 2011
- Callaway, D. S.; Hiskens, I. A.
- Proceedings of the IEEE, Vol. 99, Issue 1
A regulation capacity reset strategy for HVAC frequency regulation control
journal, February 2019
- Cai, Jie; Braun, James E.
- Energy and Buildings, Vol. 185
A Stability Analysis of Thermostatically Controlled Loads for Power System Frequency Control
journal, January 2017
- Webborn, Ellen; MacKay, Robert S.
- Complexity, Vol. 2017
Works referencing / citing this record:
Occupancy-Driven Stochastic Decision Framework for Ranking Commercial Building Loads
preprint, January 2021
- Jain, Milan; Kundu, Soumya; Bhattacharya, Arnab
- arXiv