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Cognitive Approach in Castings’ Quality Control

机译:铸件质量控制中的认知方法

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摘要

Every year production volume of castings grows, especially grows production volume of non-ferrousmetals, thanks to aluminium. As a result, requirements to castings quality also increase. Foundry men from allover the world put all their efforts to manage the problem of casting defects. The authors suggest using cognitiveapproach to modeling and simulation. Cognitive approach gives us a unique opportunity to bind all the discoveredfactors into a single cognitive model and work with them jointly and simultaneously. The method of cognitivemodeling (simulation) should provide the foundry industry experts a comprehensive instrument that will help themto solve complex problems such as: predicting a probability of the defects’ occurrence; visualizing the process ofthe defects’ forming (by using a cognitive map); investigating and analyzing direct or indirect “cause-and-effect”relations. The cognitive models mentioned comprise a diverse network of factors and their relations, whichtogether thoroughly describe all the details of the foundry process and their influence on the appearance ofcastings’ defects and other aspects. Moreover, the article contains an example of a simple die casting model andresults of simulation. Implementation of the proposed method will help foundry men reveal the mechanism andthe main reasons of casting defects formation.
机译:每年铝铸件的产量都在增长,特别是有色金属的产量在增长。结果,对铸件质量的要求也增加了。来自世界各地的铸造人员竭尽全力解决铸造缺陷问题。作者建议使用认知方法进行建模和仿真。认知方法为我们提供了一个独特的机会,可以将所有发现的因素绑定到一个认知模型中,并与它们共同并同时进行工作。认知建模(模拟)方法应为铸造行业专家提供全面的工具,以帮助他们解决复杂的问题,例如:预测缺陷发生的可能性;可视化缺陷形成的过程(通过使用认知图);调查和分析直接或间接的“因果关系”。提到的认知模型包括各种因素及其相互联系的网络,它们一起全面描述了铸造过程的所有细节及其对铸件外观缺陷和其他方面的影响。此外,本文还包含一个简单的压铸模型示例和仿真结果。所提出方法的实施将有助于铸造人员揭示铸造缺陷形成的机理和主要原因。

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