DocumentCode
48147
Title
Parameter Selection for a Centralized Thermostatically Controlled Appliances Load Controller Used for Intra-Hour Load Balancing
Author
Yu Zhang ; Ning Lu
Author_Institution
Energy Sci. & Technol. Div., Pacific Northwest Nat. Lab., Richland, WA, USA
Volume
4
Issue
4
fYear
2013
fDate
Dec. 2013
Firstpage
2100
Lastpage
2108
Abstract
This paper presents a novel dynamic parameter selection process to optimize the performance of a centralized load controller designed to provide intra-hour load balancing services using thermostatically controlled appliances (TCAs). An optimal set of control parameters for the controller are selected by exhaustive simulations of control variables such as the sampling time of the forecaster, the magnitude of the load balancing signal, and the temperature deadband. The effects of TCA lock-off times, ambient temperatures, heat gains, and two-way communication delays on the controller design are also modeled. Customer comfort, device life cycles, and control errors are used as metrics to evaluate the performance. The results demonstrate that the optimized controller offers satisfactory performance considering all the operational uncertainties.
Keywords
control system synthesis; domestic appliances; load regulation; temperature control; TCA lock-off time effect; ambient temperatures; centralized thermostatically-controlled appliance load controller; control error; control parameter optimal set; controller design; customer comfort; device life cycles; forecaster sampling time; heat gains; intrahour load balancing services; load balancing signal magnitude; operational uncertainties; parameter selection; temperature deadband; two-way communication delays; Atmospheric modeling; Home appliances; Load management; Load modeling; Temperature control; Temperature measurement; Ancillary service; demand response; direct load control; load management; optimal parameter selection; renewable integration; smart grid; thermostatically controlled appliances;
fLanguage
English
Journal_Title
Smart Grid, IEEE Transactions on
Publisher
ieee
ISSN
1949-3053
Type
jour
DOI
10.1109/TSG.2013.2258950
Filename
6513321
Link To Document