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 :
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