DocumentCode
134786
Title
Parameter selection for a centralized thermostatically controlled appliances load controller used for intra-hour load balancing
Author
Yu Zhang ; Ning Lu
Author_Institution
Electr. Infrastruct., Pacific Northwest Nat. Lab., Richland, NC, USA
fYear
2014
fDate
27-31 July 2014
Firstpage
1
Lastpage
1
Abstract
Summary form only given. 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
delays; domestic appliances; load regulation; centralized load controller; control error; customer comfort; device life cycle; dynamic parameter selection; intrahour load balancing; temperature deadband; thermostatically controlled appliances; two-way communication delays; Computers; Home appliances; Laboratories; Load management; Load modeling; Performance evaluation; Temperature control;
fLanguage
English
Publisher
ieee
Conference_Titel
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location
National Harbor, MD
Type
conf
DOI
10.1109/PESGM.2014.6938926
Filename
6938926
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