CHARACTERIZATION OF DAMPING AND BEATING EFFECTS WITHIN THE AGGREGATE POWER DEMAND OF HETEROGENEOUS THERMOSTATICALLY CONTROLLED LOADS

被引:0
作者
Docimo, Donald J. [1 ]
Fathy, Hosam K. [1 ]
机构
[1] Penn State Univ, Dept Mech & Nucl Engn, University Pk, PA 16802 USA
来源
PROCEEDINGS OF THE ASME 8TH ANNUAL DYNAMIC SYSTEMS AND CONTROL CONFERENCE, 2015, VOL 2 | 2016年
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中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an analysis of the damping and beating effects within the aggregate power demand of heterogeneous thermostatically controlled loads (TCLs). Demand response using TCLs is an appealing method to enable higher levels of penetration of intermittent renewable resources into the electric grid. Previous literature covers the benefits of TCL population heterogeneity for control purposes, but the focus is solely on the damping observed in these systems. This work is, to the best of the authors' knowledge, the first to characterize the combined damping and beating response of power demand versus the level of TCL population parameter heterogeneity. The forced aggregate dynamics of TCLs have been shown to be bilinear when set point temperature adjustment is used as a control input. This motivates the paper's use of free response dynamics, which are linear, to characterize both the damping and beating phenomena. A stochastic parameter distribution is applied to the homogeneous power demand solution, furnishing an analytic expression for aggregate power demand. The resulting analysis shows that increasing parameter heterogeneity increases damping and shortens the beat period.
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页数:6
相关论文
共 15 条
[1]   A summary of demand response in electricity markets [J].
Albadi, M. H. ;
El-Saadany, E. F. .
ELECTRIC POWER SYSTEMS RESEARCH, 2008, 78 (11) :1989-1996
[2]   Modeling and Control of Aggregate Air Conditioning Loads for Robust Renewable Power Management [J].
Bashash, Saeid ;
Fathy, Hosam K. .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2013, 21 (04) :1318-1327
[3]   Tapping the energy storage potential in electric loads to deliver load following and regulation, with application to wind energy [J].
Callaway, Duncan S. .
ENERGY CONVERSION AND MANAGEMENT, 2009, 50 (05) :1389-1400
[4]  
Docimo D. J., 2016, DEMAND RESP IN PRESS
[5]  
Ghaffari A., 2014, ASME 2014 DYN SYST C
[6]  
Koch S., 2011, POW SYST COMP C STOC
[7]  
Kundu S, 2012, P AMER CONTR CONF, P2947
[8]   Parameter identification of aggregated thermostatically controlled loads for smart grids using PDE techniques [J].
Moura, Scott ;
Bendtsen, Jan ;
Ruiz, Victor .
INTERNATIONAL JOURNAL OF CONTROL, 2014, 87 (07) :1373-1386
[9]  
Perfumo C, 2013, AUSTR UNIV POWER ENG
[10]  
Perfumo C, 2013, 2013 3RD AUSTRALIAN CONTROL CONFERENCE (AUCC), P195, DOI 10.1109/AUCC.2013.6697272