The Optimal Processing Parameters of Radial Ultrasonic Rolling Electrochemical Micromachining—RSM Approach

Radial ultrasonic rolling electrochemical micromachining (RUR-EMM) is a new method of electrochemical machining (ECM). By feeding small and rotating electrodes aided by ultrasonic rolling, an array of pits can be manufactured, which is called microstructures. However, there still exists the problem...

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Main Authors: Kailei He, Xia Chen, Minghuan Wang
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Micromachines
Subjects:
Online Access:https://www.mdpi.com/2072-666X/11/11/1002
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spelling doaj-d6680bc424884312b90b7a5a60c4fcdb2020-11-25T04:07:27ZengMDPI AGMicromachines2072-666X2020-11-01111002100210.3390/mi11111002The Optimal Processing Parameters of Radial Ultrasonic Rolling Electrochemical Micromachining—RSM ApproachKailei He0Xia Chen1Minghuan Wang2Key Laboratory of Special Purpose Equipment and Advanced Processing Technology, Ministry of Education & Zhejiang Province, Zhejiang University of Technology, Hangzhou 310014, ChinaKey Laboratory of Special Purpose Equipment and Advanced Processing Technology, Ministry of Education & Zhejiang Province, Zhejiang University of Technology, Hangzhou 310014, ChinaKey Laboratory of Special Purpose Equipment and Advanced Processing Technology, Ministry of Education & Zhejiang Province, Zhejiang University of Technology, Hangzhou 310014, ChinaRadial ultrasonic rolling electrochemical micromachining (RUR-EMM) is a new method of electrochemical machining (ECM). By feeding small and rotating electrodes aided by ultrasonic rolling, an array of pits can be manufactured, which is called microstructures. However, there still exists the problem of choosing the optimal machining parameters to realize the workpiece machining with high quality and high efficiency. In the present study, response surface methodology (RSM) was proposed to optimize the machining parameters. Firstly, the performance criteria of the RUR-EMM are measured through investigating the effect of working parameters, such as applied voltage, electrode rotation speed, pulse frequency and interelectrode gap (IEG), on material removal amount (MRA) and surface roughness (<i>R</i><sub>a</sub>). Then, the experimental results are statistically analyzed and modeled through RSM. The regression model adequacies are checked using the analysis of variance. Furthermore, the optimal combination of these parameters has been evaluated and verified by experiment to maximize MRA and minimize <i>R</i><sub>a</sub>. The results show that each parameter has a similar and non-linear influence on the MRA and <i>R</i><sub>a</sub>. Specifically, with the increase of each parameter, MRA increases first and decreases when the parameters reach a certain value. On the contrary, <i>R</i><sub>a</sub> decreases first and then increases. Under the combined effect of these parameters, the productivity is improved. The experimental value of MRA and <i>R</i><sub>a</sub> is 0.06006 mm<sup>2</sup> and 51.1 nm, which were 0.8% and 2.4% different from the predicted values.https://www.mdpi.com/2072-666X/11/11/1002microstructureradial ultrasonic rolling electrochemical micromachining (RUR-EMM)material removal amountsurface roughnessresponse surface methodology (RSM)
collection DOAJ
language English
format Article
sources DOAJ
author Kailei He
Xia Chen
Minghuan Wang
spellingShingle Kailei He
Xia Chen
Minghuan Wang
The Optimal Processing Parameters of Radial Ultrasonic Rolling Electrochemical Micromachining—RSM Approach
Micromachines
microstructure
radial ultrasonic rolling electrochemical micromachining (RUR-EMM)
material removal amount
surface roughness
response surface methodology (RSM)
author_facet Kailei He
Xia Chen
Minghuan Wang
author_sort Kailei He
title The Optimal Processing Parameters of Radial Ultrasonic Rolling Electrochemical Micromachining—RSM Approach
title_short The Optimal Processing Parameters of Radial Ultrasonic Rolling Electrochemical Micromachining—RSM Approach
title_full The Optimal Processing Parameters of Radial Ultrasonic Rolling Electrochemical Micromachining—RSM Approach
title_fullStr The Optimal Processing Parameters of Radial Ultrasonic Rolling Electrochemical Micromachining—RSM Approach
title_full_unstemmed The Optimal Processing Parameters of Radial Ultrasonic Rolling Electrochemical Micromachining—RSM Approach
title_sort optimal processing parameters of radial ultrasonic rolling electrochemical micromachining—rsm approach
publisher MDPI AG
series Micromachines
issn 2072-666X
publishDate 2020-11-01
description Radial ultrasonic rolling electrochemical micromachining (RUR-EMM) is a new method of electrochemical machining (ECM). By feeding small and rotating electrodes aided by ultrasonic rolling, an array of pits can be manufactured, which is called microstructures. However, there still exists the problem of choosing the optimal machining parameters to realize the workpiece machining with high quality and high efficiency. In the present study, response surface methodology (RSM) was proposed to optimize the machining parameters. Firstly, the performance criteria of the RUR-EMM are measured through investigating the effect of working parameters, such as applied voltage, electrode rotation speed, pulse frequency and interelectrode gap (IEG), on material removal amount (MRA) and surface roughness (<i>R</i><sub>a</sub>). Then, the experimental results are statistically analyzed and modeled through RSM. The regression model adequacies are checked using the analysis of variance. Furthermore, the optimal combination of these parameters has been evaluated and verified by experiment to maximize MRA and minimize <i>R</i><sub>a</sub>. The results show that each parameter has a similar and non-linear influence on the MRA and <i>R</i><sub>a</sub>. Specifically, with the increase of each parameter, MRA increases first and decreases when the parameters reach a certain value. On the contrary, <i>R</i><sub>a</sub> decreases first and then increases. Under the combined effect of these parameters, the productivity is improved. The experimental value of MRA and <i>R</i><sub>a</sub> is 0.06006 mm<sup>2</sup> and 51.1 nm, which were 0.8% and 2.4% different from the predicted values.
topic microstructure
radial ultrasonic rolling electrochemical micromachining (RUR-EMM)
material removal amount
surface roughness
response surface methodology (RSM)
url https://www.mdpi.com/2072-666X/11/11/1002
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