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Development of High-Speed Machining Database with Case-Based Reasoning

机译：基于案例推理的高速加工数据库开发

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Applying high-speed machining technology in shop floor has many benefits, such as manufacturing moreaccurate parts with better surface finishes. The selection of the appropriate machining parameters plays a veryimportant role in the implementation of high-speed machining technology. The case-based reasoning is used inthe developing of high-speed machining database to overcome the shortage of available high-speed cuttingparameters in machining data handbooks and shop floors. The high-speed machining database developed inthis paper includes two main components: the machining database and the case-base. The machining databasestores the cutting parameters, cutting tool data, work pieces and their materials data, and other relative data,while the case-base stores mainly the successfully solved cases that are problems of work pieces and theirmachining. The case description and case retrieval methods are described to establish the case-based reasoninghigh-speed machining database. With the case retrieval method, some succeeded cases similar to the newmachining problem can be retrieved from the case-base. The solution of the most matched case is evaluatedand modified, and then it is regarded as the proposed solution to the new machining problem. Afterverification, the problem and its solution are packed up into a new case, and are stored in the case-base forfuture applications.
机译：在车间中应用高速加工技术有很多好处，例如制造更多 具有更好表面光洁度的精密零件。选择合适的加工参数起着非常重要的作用 在实施高速加工技术中起着重要作用。基于案例的推理用于 开发高速加工数据库以克服可用高速切削的不足 加工数据手册和车间中的参数。高速加工数据库开发于 本文包括两个主要部分：加工数据库和案例库。加工数据库 存储切削参数，切削工具数据，工件及其材料数据以及其他相关数据， 而案例库主要存储成功解决的案例，这些案例是工件及其问题 加工。描述了案例描述和案例检索方法以建立基于案例的推理 高速加工数据库。使用案例检索方法，一些成功的案例类似于新案例 可以从案例库中检索加工问题。评估最匹配案例的解决方案 并对其进行修改，然后将其视为针对新机加工问题的建议解决方案。后 验证，问题及其解决方案打包到一个新案例中，并存储在案例库中，以用于 未来的应用。

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