Title :
Automated modeling and analysis of CSMA-type access schemes for building automation networks
Author :
Ploennigs, Joern ; Buchholz, Peter ; Neugebauer, Mario ; Kabitzsch, Klaus
Author_Institution :
Fac. of Comput. Sci., Tech. Univ. Dresden, Germany
fDate :
5/1/2006 12:00:00 AM
Abstract :
During the design of large technical systems, the use of analytic and simulative models to test and dimension the system before implementation is of practical importance for an efficient and reliable design process. However, setting up the necessary models is time-consuming and therefore often too expensive in practice. Usually most information for modeling is already available in the design tool used to develop such extensive systems and only needs to be extracted for automatic model building. This paper presents an automated modeling approach from an existing design database using the example of a network analysis for building automation fieldbuses. The analysis is based on an analytical decomposition approach that enables fast estimation of performance measures for large-scale networks. The combination of fast analytical algorithms with automatic model generation allows network performance engineering with minimized effort for model generation and analysis.
Keywords :
building management systems; carrier sense multiple access; field buses; performance evaluation; quality of service; CSMA-type access schemes; automation field buses; building automation networks; building management networks; carrier sense multiple access; network analysis; network performance engineering; quality of service; Algorithm design and analysis; Analytical models; Buildings; Data mining; Databases; Design automation; Large-scale systems; Performance analysis; Process design; System testing; Building management networks; carrier sense multiple access (CSMA); network performance; quality of service; queuing analysis;
Journal_Title :
Industrial Informatics, IEEE Transactions on
DOI :
10.1109/TII.2006.875506