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Rupesh CHALISGAONKAR, Jatinder KUMAR
《机械工程前沿(英文)》 2013年 第8卷 第2期 页码 201-214 doi: 10.1007/s11465-013-0256-8
This paper describes the development of multi response optimization technique using utility method to predict and select the optimal setting of machining parameters in wire electro-discharge machining (WEDM) process. The experimental studies in WEDM process were conducted under varying experimental conditions of process parameters, such as pulse on time(Ton), pulse off time(Toff), peak current (IP), wire feed (WF), wire tension (WT) and servo voltage (SV) using pure titanium as work material. Experiments were planned using Taguchi’s L27 orthogonal array. Multi response optimization was performed for both cutting speed (CS) and surface roughness (SR) using utility concept to find out the optimal process parameter setting. The level of significance of the machining parameters for their effect on the CS and SR was determined by using analysis of variance (ANOVA). Finally, confirmation experiment was performed to validate the effectiveness of the proposed optimal condition.
关键词: wire electro-discharge machining (WEDM) Taguchi method analysis of variance (ANOVA) utility concept cutting speed (CS) surface roughness (SR)
Application of grey-taguchi method for optimization of dry sliding wear properties of aluminum MMCs
Rajesh SIRIYALA, Gopala Krishna ALLURU, Rama Murthy Raju PENMETSA, Muthukannan DURAISELVAM
《机械工程前沿(英文)》 2012年 第7卷 第3期 页码 279-287 doi: 10.1007/s11465-012-0329-0
Through a pin-on-disc type wear setup, the dry sliding wear behavior of SiC-reinforced aluminum composites produced using the molten metal mixing method was investigated in this paper. Dry sliding wear tests were carried on SiC-reinforced metal matrix composites (MMCs) and its matrix alloy sliding against a steel counter face. Different contact stresses, reinforcement percentages, sliding distances, and sliding velocities were selected as the control variables, and the responses were selected as the wear volume loss (WVL) and coefficient of friction (COF) to evaluate the dry sliding performance. An L25 orthogonal array was employed for the experimental design. Initially, the optimization of the dry sliding performance of the SiC-reinforced MMCs was performed using grey relational analysis (GRA). Based on the GRA, the optimum level parameters for overall grey relational grade in terms of WVL and COF were identified. Analysis of variance was performed to determine the effect of individual factors on the overall grey relational grade. The results indicated that the sliding velocity was the most effective factor among the control parameters on dry sliding wear, followed by the reinforcement percentage, sliding distance, and contact stress. Finally, the wear surface morphology and wear mechanism of the composites were investigated through scanning electron microscopy.
关键词: aluminum ANOVA (analysis of variance) grey relational analysis metal matrix composites SiC particulates Taguchi
Kamal JANGRA, Sandeep GROVER, Aman AGGARWAL
《机械工程前沿(英文)》 2012年 第7卷 第3期 页码 288-299 doi: 10.1007/s11465-012-0333-4
Wire electrical discharge machining (WEDM) is a well known process for generating intricate and complex geometries in hard metal alloys and metal matrix composites with high precision. In present work, intricate machining of WC-5.3%Co composite on WEDM has been reported. Taguchi’s design of experiment has been utilised to investigate the process parameters for four machining characteristics namely material removal rate, surface roughness, angular error and radial overcut. In order to optimize the four machining characteristics simultaneously, grey relational analysis (GRA) coupled with entropy measurement method has been employed. Through GRA, grey relational grade has been computed as a performance index for predicting the optimal parameters setting for multi machining characteristics. Using Analysis of Variance (ANOVA) on grey relational grade, significant parameters affecting the multi-machining characteristics has been determined. Confirmatory results prove the potential of present approach.
关键词: tungsten carbide composite wire electrical discharge machining (WEDM) Taguchi method grey relational analysis (GRA) entropy measurement method
Zilin HUANG,Gang WANG,Shaopeng WEI,Changhong LI,Yiming RONG
《机械工程前沿(英文)》 2016年 第11卷 第3期 页码 242-249 doi: 10.1007/s11465-016-0397-7
Laser hot wire cladding, with the prominent features of low heat input, high energy efficiency, and high precision, is widely used for remanufacturing metal parts. The cladding process, however, needs to be improved by using a quantitative method. In this work, volumetric defect ratio was proposed as the criterion to describe the integrity of forming quality for cladding layers. Laser deposition experiments with FV520B, one of martensitic stainless steels, were designed by using the Taguchi method. Four process variables, namely, laser power (P), scanning speed (Vs), wire feed rate (Vf), and wire current (I), were optimized based on the analysis of signal-to-noise (S/N) ratio. Metallurgic observation of cladding layer was conducted to compare the forming quality and to validate the analysis method. A stable and continuous process with the optimum parameter combination produced uniform microstructure with minimal defects and cracks, which resulted in a good metallurgical bonding interface.
关键词: process optimization Taguchi method signal-to-noise (S/N) ratio volumetric defect ratio laser hot wire cladding
Christopher John NASSAU, N. Scott LITOFSKY, Yuyi LIN
《机械工程前沿(英文)》 2012年 第7卷 第3期 页码 247-255 doi: 10.1007/s11465-012-0335-2
Subsidence, when implant penetration induces failure of the vertebral body, occurs commonly after spinal reconstruction. Anterior lumbar interbody fusion (ALIF) cages may subside into the vertebral body and lead to kyphotic deformity. No previous studies have utilized an artificial neural network (ANN) for the design of a spinal interbody fusion cage. In this study, the neural network was applied after initiation from a Taguchi L18 orthogonal design array. Three-dimensional finite element analysis (FEA) was performed to address the resistance to subsidence based on the design changes of the material and cage contact region, including design of the ridges and size of the graft area. The calculated subsidence is derived from the ANN objective function which is defined as the resulting maximum von Mises stress (VMS) on the surface of a simulated bone body after axial compressive loading. The ANN was found to have minimized the bone surface VMS, thereby optimizing the ALIF cage given the design space. Therefore, the Taguchi-FEA-ANN approach can serve as an effective procedure for designing a spinal fusion cage and improving the biomechanical properties.
关键词: anterior lumbar interbody fusion (ALIF) artificial neural network (ANN) finite element interbody cage lumbar interbody fusion subsidence taguchi method
Measurement and correlation of supercritical CO
Hiroshi MACHIDA, Ryosuke TAGUCHI, Yoshiyuki SATO, Louw J. FLOURUSSE, Cor J. PETERS, Richard L. SMITH
《化学科学与工程前沿(英文)》 2009年 第3卷 第1期 页码 12-19 doi: 10.1007/s11705-009-0151-3
关键词: compact processes chiral ionic liquids separations thermodynamic properties equations of state
Weiliang WANG, Zhe TIAN
《能源前沿(英文)》 2013年 第7卷 第2期 页码 155-160 doi: 10.1007/s11708-013-0244-z
关键词: radiant cooling system dedicated outdoor air system (DOAS) thermal comfort Taguchi method variance analysis
Optimization of electrochemically synthesized Cu
Kasra Pirzadeh, Ali Asghar Ghoreyshi, Mostafa Rahimnejad, Maedeh Mohammadi
《化学科学与工程前沿(英文)》 2020年 第14卷 第2期 页码 233-247 doi: 10.1007/s11705-019-1893-1
关键词: Cu3(BTC)2 electrochemical synthesis CO2 adsorption Taguchi optimization ANN modeling
Designer enzyme for green materials innovation: Lactate-polymerizing enzyme as a key catalyst
Seiichi Taguchi
《化学科学与工程前沿(英文)》 2017年 第11卷 第1期 页码 139-142 doi: 10.1007/s11705-017-1636-0
关键词: synthetic biology enzyme evolutionary engineering polyhydroxyalkanoate
邱水金,姜少飞 ,柴国钟,鲁聪达
《中国工程科学》 2009年 第11卷 第4期 页码 84-90
对截面形状为s-3的加强筋进行工艺参数优化分析,讨论了气辅成型工艺参数对成型质量的影响程度,获得了一组较好的工艺参数组合。以此为参考标准,改变某一个工艺参数而保持其他工艺参数不变,对比研究4种不同截面形状加强筋在气辅成型条件下的成型情况,并考察了单个工艺参数对成型质量的影响趋势情况。
Prediction of cutting force in turning of UD-GFRP using mathematical model and simulated annealing
Meenu GUPTA, Surinder Kumar GILL
《机械工程前沿(英文)》 2012年 第7卷 第4期 页码 417-426 doi: 10.1007/s11465-012-0343-2
Glass fiber reinforced plastics (GFRPs) composite is considered to be an alternative to heavy exortic materials. According to the need for accurate machining of composites has increased enormously. During machining, the obtaining cutting force is an important aspect. The present investigation deals with the study and development of a cutting force prediction model for the machining of unidirectional glass fiber reinforced plastics (UD-GFRP) composite using regression modeling and optimization by simulated annealing. The process parameters considered include cutting speed, feed rate and depth of cut. The predicted values radial cutting force model is compared with the experimental values. The results of prediction are quite close with the experimental values. The influences of different parameters in machining of UD-GFRP composite have been analyzed.
关键词: UD-GFRP ANOVA radial cutting force PCD tool Taguchi method regression analysis simulated annealing multi objective techniques
标题 作者 时间 类型 操作
Optimization of WEDM process of pure titanium with multiple performance characteristics using Taguchi
Rupesh CHALISGAONKAR, Jatinder KUMAR
期刊论文
Application of grey-taguchi method for optimization of dry sliding wear properties of aluminum MMCs
Rajesh SIRIYALA, Gopala Krishna ALLURU, Rama Murthy Raju PENMETSA, Muthukannan DURAISELVAM
期刊论文
Optimization of multi machining characteristics in WEDM of WC-5.3%Co composite using integrated approach of Taguchi
Kamal JANGRA, Sandeep GROVER, Aman AGGARWAL
期刊论文
Process improvement in laser hot wire cladding for martensitic stainless steel based on the Taguchi method
Zilin HUANG,Gang WANG,Shaopeng WEI,Changhong LI,Yiming RONG
期刊论文
Analysis of spinal lumbar interbody fusion cage subsidence using Taguchi method, finite element analysis
Christopher John NASSAU, N. Scott LITOFSKY, Yuyi LIN
期刊论文
Measurement and correlation of supercritical CO
Hiroshi MACHIDA, Ryosuke TAGUCHI, Yoshiyuki SATO, Louw J. FLOURUSSE, Cor J. PETERS, Richard L. SMITH
期刊论文
Indoor thermal comfort research on the hybrid system of radiant cooling and dedicated outdoor air system
Weiliang WANG, Zhe TIAN
期刊论文
Optimization of electrochemically synthesized Cu
Kasra Pirzadeh, Ali Asghar Ghoreyshi, Mostafa Rahimnejad, Maedeh Mohammadi
期刊论文
Designer enzyme for green materials innovation: Lactate-polymerizing enzyme as a key catalyst
Seiichi Taguchi
期刊论文