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Aggregation and control of populations of thermostatically controlled loads by formal abstractions

Abstract:

This paper discusses a two-step procedure, based on the use of formal abstractions, to generate a finite-space stochastic dynamical model as an aggregation of the continuous temperature dynamics of a homogeneous population of thermostatically controlled loads (TCLs). The temperature of a TCL is described by a stochastic difference equation and the TCL status (ON, OFF) by a deterministic switching mechanism. The procedure is deemed to be formal, as it allows the quantification of the error int...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Accepted Manuscript

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Publisher copy:
10.1109/TCST.2014.2358844

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Department:
Oxford, MPLS, Computer Science
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Department:
Linacre College
Publisher:
IEEE Publisher's website
Journal:
IEEE Transactions on Control Systems Technology Journal website
Volume:
23
Issue:
3
Pages:
975-990
Publication date:
2014-10-16
DOI:
ISSN:
1063-6536
Pubs id:
pubs:565948
URN:
uri:7f848ba3-1157-4356-a8b2-f49bbac9cd62
UUID:
uuid:7f848ba3-1157-4356-a8b2-f49bbac9cd62
Local pid:
pubs:565948
Keywords:

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