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SightPlan: An expert system that models and augments human decision-making for designing construction site layouts.

机译:SightPlan:一种专家系统,可以建模和增强用于设计施工现场布局的人为决策。

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摘要

SightPlan is an expert system that lays out temporary facilities on construction sites. It demonstrates how one can closely model the steps taken by a person performing layout design, and how interactive graphics combined with an expert system can augment human decision-making.;This dissertation describes site layout practice and reviews the state of the art of layout modeling. The work on layout modeling fits within the larger context of spatial reasoning and generic design, so SightPlan can be related to on-going research in other domains. SightPlan builds upon the domain-independent BB1 blackboard architecture and uses the ACCORD language for constructive assembly.;Three SightPlan strategies are applied to two case studies of power plant construction (the Intermountain Power Project and the American 1 project). An early-commitment strategy models the way human experts conduct site layout and produces a layout solution that satisfies all constraints. A temporal strategy tests and validates the early-commitment strategy and extends it by explicitly representing and reasoning about objects over time. This allows the global site layout to be animated as a sequence of layouts over discrete time intervals. A postponed-commitment strategy takes advantage of computer capabilities by delaying commitments and then heuristically sampling possible positions to find several satisfying solutions. While these solutions meet hard constraints, they appear "chaotic;" that is, a person viewing them is likely to introduce additional constraints. SightPlan can introduce such constraints at run-time, or a user of the SightView graphical interface can introduce such constraints interactively and feed that information back to SightPlan for further reasoning.
机译:SightPlan是一个专家系统,可在建筑工地上布置临时设施。它演示了如何能够紧密建模人员执行布局设计的步骤,以及如何将交互式图形与专家系统相结合来增强人类的决策能力。;本论文描述了站点布局实践,并回顾了布局建模的技术现状。布局建模工作适合于空间推理和通用设计的更大范围,因此SightPlan可以与其他领域的持续研究相关。 SightPlan建立在独立于域的BB1黑板架构之上,并使用ACCORD语言进行构造性组装。三种SightPlan策略应用于电厂建设的两个案例研究(山间电力项目和American 1项目)。早期承诺策略可模拟人类专家进行站点布局的方式,并提供可满足所有约束条件的布局解决方案。时间策略测试并验证早期承诺策略,并通过随时间推移明确表示和推理对象来扩展它。这使全局站点布局可以在不连续的时间间隔内按一系列的布局进行动画处理。延迟承诺策略通过延迟承诺,然后试探性地采样可能的职位以找到几个令人满意的解决方案,从而利用计算机的功能。尽管这些解决方案遇到了严格的限制,但它们看上去“混乱”;也就是说,查看它们的人可能会引入其他约束。 SightPlan可以在运行时引入这样的约束,或者SightView图形界面的用户可以交互地引入这样的约束,并将该信息反馈给SightPlan进行进一步的推理。

著录项

  • 作者

    Tommelein, Iris Denise.;

  • 作者单位

    Stanford University.;

  • 授予单位 Stanford University.;
  • 学科 Engineering Civil.;Computer Science.;Artificial Intelligence.
  • 学位 Ph.D.
  • 年度 1989
  • 页码 220 p.
  • 总页数 220
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

  • 入库时间 2022-08-17 11:50:43

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