2014
DOI: 10.1007/s10009-014-0345-y
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Modelling and statistical model checking of a microgrid

Abstract: This paper reports on the modelling and analysis of a microgrid with wind, microturbines, and the main grid as generation resources. The microgrid is modelled as a parallel composition of various stochastic hybrid automata. Extensive simulation runs of the behaviour of the main individual microgrid components give insight into the complex dynamics of the system and provide useful information to determine adequate parameter settings. The analysis of the microgrid focuses on determining the probability of linear… Show more

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Cited by 3 publications
(1 citation statement)
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“…We have applied our techniques to a non-trivial case study involving a prosumer-based smart microgrid, and applied CTL model checking for automatically checking the localized verification conditions. It would be interesting to enrich filter functions with further information about grid stability, optimization of energy consumption [4], or timing constraints [6]. For the smart microgrid case study we have manually derived the CTL verification conditions, but it should be possible to automatically generate these temporal logic formulas from the definition of filter functions.…”
Section: Discussionmentioning
confidence: 99%
“…We have applied our techniques to a non-trivial case study involving a prosumer-based smart microgrid, and applied CTL model checking for automatically checking the localized verification conditions. It would be interesting to enrich filter functions with further information about grid stability, optimization of energy consumption [4], or timing constraints [6]. For the smart microgrid case study we have manually derived the CTL verification conditions, but it should be possible to automatically generate these temporal logic formulas from the definition of filter functions.…”
Section: Discussionmentioning
confidence: 99%