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Semantic framework for interdependent infrastructure resilience decision support

机译:相互依存基础设施弹性决策支持的语义框架

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摘要

The increasing need for interdependent infrastructure systems to withstand natural disasters has called for the cocreation of resilience decisions to minimize the impact on society. However, issues related to information integration across different infrastructure systems hamper decision making from a system-to-systems perspective. To resolve this problem, the Semantic Web technologies are presented in this paper to serve four functions: (i) linking cross domains through ontology development to represent different domain knowledge; (ii) integrating multiple-source heterogeneous data by a common data format; (iii) retrieving useful information using semantic query language; and (iv) deriving machine automatic logical reasoning by rule languages and logic engines to provide informed resilience decision making support. The proposed framework is tested by a case scenario involving intertwined drainage-transport-building systems under the influence of urban flooding. The result indicates that the framework effectively facilitates information integration between diverse infrastructure systems and helps decision-makers by providing resilience decision-making support.
机译:相互依存基础设施系统的越来越多的需求,以抵御自然灾害所要求的恢复力决策,以最大限度地减少对社会的影响。但是,与不同基础架构系统的信息集成有关的问题妨碍了系统到系统的透视图。为了解决这个问题,本文提出了语义Web技术,以提供四个功能:(i)通过本体开发链接交叉域名来表示不同的域知识; (ii)通过常用数据格式集成多源异构数据; (iii)使用语义查询语言检索有用的信息; (iv)通过规则语言和逻辑引擎导出机器自动逻辑推理,以提供知情的弹性决策支持。拟议的框架是通过涉及在城市洪水影响下的涉及交织排水系统的案例场景进行测试。结果表明,该框架有效地促进了各种基础设施系统之间的信息集成,并通过提供弹性决策支持来帮助决策者。

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