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An Automated Construction Innovation Model to Meet Future Construction Challenges

机译:自动化的建筑创新模型,应对未来的建筑挑战

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Pursuing sustainable development has been considered the most critical issue in the future construction industry. Among the many approaches to achieve sustainable development, construction innovation provides one of the most promising and effective solutions. This paper presents the preliminary result of a recent research project on Automated Construction Iinnovation Model (ACTIM) that can generate innovative construction methods automatically with a novel approach that integrates a text mining technique, patent analysis, and Genetic Algorithm (GA). Previous technological information stored in the public patent databases is adopted as the knowledge repository for building the function model of the target construction method. It is then transformed into a genetic operation tree (GOT) for evolving with GA. Finally, the innovative solution is recovered as a function model and realized in a 3D model An example of a road manhole construction technology is selected for illustration of the proposed ACTIM method. The preliminary results show that the proposed ACTIM provides a promising tool for construction engineers and managers to meet future challenges in achieving sustainable development.
机译:追求可持续发展一直被认为是未来建筑业最关键的问题。在实现可持续发展的众多方法中,建筑创新提供了最有前途和有效的解决方案之一。本文介绍了有关自动构建创新模型(ACTIM)的最新研究项目的初步结果,该模型可以通过结合文本挖掘技术,专利分析和遗传算法(GA)的新颖方法自动生成创新的构建方法。采用存储在公共专利数据库中的先前技术信息作为知识库,用于构建目标构建方法的功能模型。然后将其转化为遗传运算树(GOT),以与GA一起进化。最后,将创新的解决方案作为功能模型进行恢复,并在3D模型中实现。以路人孔施工技术为例,对所提出的ACTIM方法进行了说明。初步结果表明,拟议的ACTIM为建筑工程师和管理人员提供了一个有前途的工具,以应对实现可持续发展的未来挑战。

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