An evaluation framework for energy aware buildings using statistical model checking

被引:0
|
作者
Alexandre David
DeHui Du
Kim G. Larsen
Marius Mikučionis
Arne Skou
机构
[1] Aalborg University,Center for Embedded Software Systems, Department of Computer Science
[2] East China Normal University,Shanghai Key Laboratory of Trustworthy Computing
来源
关键词
timed automata; stochastic hybrid systems; model checking; statistical model checking; performance evaluation; energy consumption; cyber physical systems; smart grid; energy aware buildings;
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中图分类号
学科分类号
摘要
Cyber-physical systems are to be found in numerous applications throughout society. The principal barrier to develop trustworthy cyber-physical systems is the lack of expressive modelling and specification formalisms supported by efficient tools and methodologies. To overcome this barrier, we extend in this paper the modelling formalism of the tool UPPAAL-SMC to stochastic hybrid automata, thus providing the expressive power required for modelling complex cyber-physical systems. The application of Statistical Model Checking provides a highly scalable technique for analyzing performance properties of this formalisms.
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页码:2694 / 2707
页数:13
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