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DEVELOPMENT OF A KEYWORD SEARCH ALGORITHM FOR BIOINSPIRED DESIGN OF FOLDABLE ENGINEERING APPLICATIONS

机译:可折叠工程应用生物启发设计关键词搜索算法的开发

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摘要

The ion of biological folding mechanisms can lead to the development of novel foldable solutions for engineering problems. Examples of biological structures that are analogous to foldable engineering solutions are discussed and serve as inspiration for this research effort. Numerous folding mechanisms exist in nature and have not been considered for engineering solutions simply because they are not well-known or studied by designers. These folding mechanisms may provide useful design inspiration for novel engineering applications. To retrieve meaningful biological design analogies; information retrieval techniques are employed and a text-based search algorithm is developed to return useful passages where folding mechanisms in nature are observed. The search algorithm integrates tailored keywords and filtering methods to retrieve passages from an extensive biological corpus. Keywords are established using literature review and WordNet. The search algorithm is validated using an inter-rater reliability analysis and statistical methods for information retrieval. Passages describing biological systems are evaluated and potential engineering applications are discussed to demonstrate the functionality of the search algorithm. Methods for improvement and areas for future work are discussed.
机译:生物折叠机制的离子可以导致针对工程问题的新型可折叠解决方案的开发。讨论了类似于可折叠工程解决方案的生物结构示例,这些示例为这项研究提供了灵感。自然界中存在着众多的折叠机制,并没有将它们视为工程解决方案,这仅仅是因为它们不是设计师所熟知或研究的。这些折叠机制可以为新颖的工程应用提供有用的设计灵感。检索有意义的生物学设计类比;使用信息检索技术,并开发了基于文本的搜索算法以返回有用的段落,这些段落中观察到了自然的折叠机制。搜索算法集成了量身定制的关键字和过滤方法,可从广泛的生物语料库中检索段落。使用文献综述和WordNet建立关键字。使用内部评估者间可靠性分析和用于信息检索的统计方法对搜索算法进行验证。对描述生物系统的段落进行了评估,并讨论了潜在的工程应用以证明搜索算法的功能。讨论了改进方法和未来工作领域。

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