Performance optimization of multi-roller flat burnishing process in terms of surface properties

Q2 Engineering

Journal of Machine Engineering Pub Date : 2023-03-03 DOI:10.36897/jme/161661

Minh-Thai Le, A. Văn, T. Nguyen

引用次数: 0

Abstract

In the current investigation, two primary indicators, including the average roughness (AR) and Brinell hardness (BH) of the roller burnishing operation are enhanced using the optimal inputs (the spindle speed-S, feed rate-f, and depth of penetration-D). The performance measures are developed using the Kriging approach and optimal outcomes are generated by the Crow Search Algorithm (CSA). The optimal outcomes generated by the CSA of the S, f, and D were 832 rpm, 112 mm/min, and 0.12 mm, while the AR was reduced by 37.0% and the BH was increased by 29.9%, respectively. The optimal findings could be utilized in the practice for enhancing the burnished quality and to develop a professional system related to the roller burnishing operation. The Kriging-based AR and BH correlations could be used to present nonlinear experimental data. The optimizing technique could be utilized to deal with optimizing problems for different machining operations.

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从表面性能角度优化多辊平面抛光工艺的性能

在目前的研究中，两个主要指标，包括平均粗糙度(AR)和布氏硬度(BH)辊抛光操作使用最佳输入(主轴速度s，进给速度f，和穿透深度d)得到提高。使用克里格方法开发性能度量，并通过乌鸦搜索算法(CSA)生成最佳结果。S、f和D的最佳CSA值分别为832 rpm、112 mm/min和0.12 mm, AR和BH分别降低了37.0%和29.9%。优化结果可用于提高滚轮抛光质量的实践，并可开发与滚轮抛光操作相关的专业系统。基于kriging的AR和BH相关可以用来表示非线性实验数据。该优化技术可用于解决不同加工工序的优化问题。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Machine Engineering Engineering-Industrial and Manufacturing Engineering

CiteScore

2.70

自引率

0.00%

发文量

审稿时长

25 weeks

期刊介绍： ournal of Machine Engineering is a scientific journal devoted to current issues of design and manufacturing - aided by innovative computer techniques and state-of-the-art computer systems - of products which meet the demands of the current global market. It favours solutions harmonizing with the up-to-date manufacturing strategies, the quality requirements and the needs of design, planning, scheduling and production process management. The Journal'' s subject matter also covers the design and operation of high efficient, precision, process machines. The Journal is a continuator of Machine Engineering Publisher for five years. The Journal appears quarterly, with a circulation of 100 copies, with each issue devoted entirely to a different topic. The papers are carefully selected and reviewed by distinguished world famous scientists and practitioners. The authors of the publications are eminent specialists from all over the world and Poland. Journal of Machine Engineering provides the best assistance to factories and universities. It enables factories to solve their difficult problems and manufacture good products at a low cost and fast rate. It enables educators to update their teaching and scientists to deepen their knowledge and pursue their research in the right direction.