Title :
Modelling and Analysis of Smart Grid: A Stochastic Model Checking Case Study
Author :
Yüksel, Ender ; Zhu, Huibiao ; Nielson, Hanne Riis ; Huang, Heqing ; Nielson, Flemming
Author_Institution :
Inf., Tech. Univ. of Denmark, Lyngby, Denmark
Abstract :
Cyber-physical systems integrate information and communication technology functions to the physical elements of a system for monitoring and controlling purposes. The conversion of traditional power grid into a smart grid, a fundamental example of a cyber-physical system, raises a number of issues that require novel methods and applications. In this context, an important issue is the verification of certain quantitative properties of the system. In this paper, we consider a specific Chinese Smart Grid implementation as a case study and address the verification problem for performance and energy consumption. We employ stochastic model checking approach and present our modelling and analysis study using PRISM model checker.
Keywords :
formal specification; formal verification; power engineering computing; smart power grids; Chinese smart power grid implementation; PRISM model checker; cyber-physical systems; energy consumption; information and communication technology; physical elements; stochastic model checking; verification problem; Analytical models; Electricity; Poles and towers; Power transmission lines; Sensors; Smart grids; Stochastic processes; smart grid; specification and Verification; stochastic model checking;
Conference_Titel :
Theoretical Aspects of Software Engineering (TASE), 2012 Sixth International Symposium on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2353-6
DOI :
10.1109/TASE.2012.44