CNT/环氧纳米复合材料激光微孔加工性能研究、加工性能优化及可持续性评价

Lipsamayee Mishra, Trupti Ranjan Mahapatra, Debadutta Mishra, Soumya Ranjan Parimanik
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引用次数: 0

摘要

基于碳纳米管(CNT)的聚合物基复合材料(PMC)具有广阔的应用前景,其精密钻孔加工要求很高。激光束加工可能是一种可行的替代方法,可以克服与传统钻孔工艺相关的分层、毛刺发展、纤维拔出和表面质量差的问题。研究了Nd:YAG激光加工系统在碳纳米管/环氧树脂基PMC上的有效性。计划研究的目的是确定最佳工艺参数设置,以获得质量孔的最小锥度和最小热影响区。实验研究利用基于Box-Behnken设计的响应面方法(BRSM)进行,并通过各种表面图和等高线图讨论了许多输入参数(脉冲频率、切割速度、灯电流和空气压力)的影响。实现了鲸鱼优化算法(WOA)来优化工艺参数。最后,进行确认测试,以比较使用所提出的方法产生的实验结果和最佳结果。验证结果表明,WOA算法能够以最大优势优化加工参数。可持续性评估表明,预计的工艺提高了工人的安全,创造了一个愉快的工作环境,提高了产品质量,提高了生产率。
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Machinability study, machining performance optimisation and sustainability assessment in laser micro-drilling of CNT/epoxy nanocomposite
Precision drilling of carbon nanotube (CNT)-based polymer matrix composite (PMC) is a demanding operation owing to their promising application. Laser beam machining is possibly a viable alternative to overcome the delamination, burr development, fibre pull-out, and poor surface quality problems associated with traditional drilling processes. The effectiveness of the Nd:YAG laser machining system on CNT/epoxy-based PMC is investigated in this article. The planned research aims to determine the best process parameter settings for obtaining the minimum taper and minimum heat affected zone for quality holes. The experimental investigation is performed utilising a Box-Behnken design-based response surface methodology (BRSM) and the influence of numerous input parameters (pulse frequency, cutting speed, lamp current, and air pressure) have been discussed by various surface plots and contour plots. The whale optimisation algorithm (WOA) is implemented to optimise the process parameters. Finally, confirmation tests are conducted to compare the experimental and optimal findings produced using the proposed methodology. The confirmation results prove that the WOA algorithm can be used for optimising the machining parameters with utmost supremacy. The sustainability assessment indicated that the projected process improves worker safety, creates a pleasant working environment, and improves product quality with an increased production rate.
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来源期刊
International Journal of Machining and Machinability of Materials
International Journal of Machining and Machinability of Materials Engineering-Industrial and Manufacturing Engineering
CiteScore
2.40
自引率
0.00%
发文量
22
期刊介绍: IJMMM is a refereed international publication in the field of machining and machinability of materials. Machining science and technology is an important subject with application in several industries. Parts manufactured by other processes often require further operations before the product is ready for application. Machining is the broad term used to describe removal of material from a workpiece, and covers chip formation operations - turning, milling, drilling and grinding, for example. Machining processes can be applied to work metallic and non metallic materials such as polymers, wood, ceramics, composites and special materials. Today, in modern manufacturing engineering, there has been strong renewed interest in high efficiency machining.
期刊最新文献
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