Title :
Entropy analysis of CPS with application in smart grids: From discrete network to continuum limit
Author_Institution :
Department of Electrical Engineering and Computer Science, University of Tennessee, Knoxville, Knoxville, Tennessee 37909
Abstract :
The interdependency of physical dynamics and communications is of key importance in cyber physical systems (CPSs). Entropy is used to measure the uncertainty of a physical system and determine the communication requirement for monitoring the system. The evolution of entropy in time and space is described using ordinary differential equations (ODEs) and partial differential equations (PDEs), whose validity is demonstrated by numerical results in the context of smart grid.
Keywords :
"Entropy","Smart grids","Power system dynamics","Generators","Covariance matrices","Communication networks","Vehicle dynamics"
Conference_Titel :
Smart Grid Communications (SmartGridComm), 2015 IEEE International Conference on
DOI :
10.1109/SmartGridComm.2015.7436384