期刊
WATER RESOURCES MANAGEMENT
卷 24, 期 1, 页码 139-156出版社
SPRINGER
DOI: 10.1007/s11269-009-9441-2
关键词
Water distribution networks; Decision support systems; Risk analysis
资金
- National Science Foundation [CMS-0118376]
- Cyprus Research Promotion Foundation [AKGEN/1204/01, PLYPH/0506/21]
Among the most important components of sustainable management strategies for water distribution networks is the ability to integrate risk analysis and asset management decision-support systems (DSS), as well as the ability to incorporate in the analysis financial and socio-political parameters that are associated with the networks in study. Presented herein is a neurofuzzy decision-support system for the performance of multi-factored risk-of-failure analysis and pipe asset management, as applied to urban water distribution networks. The study is based on two datasets (one from New York City and the other from the city of Limassol, Cyprus), analytical and numerical methods, and artificial intelligence techniques (artificial neural networks and fuzzy logic) that capture the underlying knowledge and transform the patterns of the network's behaviour into a knowledge-repository and a DSS.
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