DocumentCode
2584109
Title
Automated design of room automation systems by using an evolutionary optimization method
Author
Oezluek, A. Cemal ; Dibowski, Henrik ; Kabitzsch, Klaus
Author_Institution
Inst. of Appl. Comput. Sci., Dresden Univ. of Technol., Dresden, Germany
fYear
2009
fDate
22-25 Sept. 2009
Firstpage
1
Lastpage
8
Abstract
The design of room automation systems is a challenging task with growing complexity and a high optimization potential. On the market, a high number of prefabricated devices from different manufacturers is available for a large variety of functions. This leads to a high number of device combinations and many design variants respectively, that should optimally realize the requirements. To overcome this problem, an efficient and scalable solution method is needed, that can create multi-vendor designs with high quality. In this paper, a method that deals successfully with this objective is presented including test results. With the abstract design of the system and additional requirements given, it can synthesize optimal multi-vendor system designs by using an efficient evolutionary algorithm with directed operations.
Keywords
building management systems; control system synthesis; evolutionary computation; evolutionary optimization method; optimal multivendor system designs; room automation systems automated design; Algorithm design and analysis; Buildings; Circuit testing; Cost function; Design automation; Design optimization; Evolutionary computation; Genetics; Manufacturing automation; Optimization methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Emerging Technologies & Factory Automation, 2009. ETFA 2009. IEEE Conference on
Conference_Location
Mallorca
ISSN
1946-0759
Print_ISBN
978-1-4244-2727-7
Electronic_ISBN
1946-0759
Type
conf
DOI
10.1109/ETFA.2009.5347070
Filename
5347070
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