Title :
Modeling Cyber–Physical Systems
Author :
Derler, Patricia ; Lee, Edward A. ; Vincentelli, Alberto Sangiovanni
Author_Institution :
Dept. Electr. Eng. & Comput. Sci., Univ. of California Berkeley, Berkeley, CA, USA
Abstract :
This paper focuses on the challenges of modeling cyber-physical systems (CPSs) that arise from the intrinsic heterogeneity, concurrency, and sensitivity to timing of such systems. It uses a portion of an aircraft vehicle management system (VMS), specifically the fuel management subsystem, to illustrate the challenges, and then discusses technologies that at least partially address the challenges. Specific technologies described include hybrid system modeling and simulation, concurrent and heterogeneous models of computation, the use of domain-specific ontologies to enhance modularity, and the joint modeling of functionality and implementation architectures.
Keywords :
aerospace computing; aircraft; fuel systems; ontologies (artificial intelligence); CPS model; aircraft vehicle management system; concurrent model; cyber-physical system model; domain specific ontologies; fuel management subsystem; heterogeneous model; hybrid system modeling; hybrid system simulation; intrinsic heterogeneity; Aircraft manufacture; Analytical models; Atmospheric modeling; Computational modeling; Cyberspace; Hybrid intelligent systems; Mathematical model; Network topology; Computers and information processing; computer simulation; continuous time systems; discrete time systems; embedded software; modeling; simulation; software; system analysis and design; systems engineering and theory; time factors;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/JPROC.2011.2160929