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Non-Conventional Machining in Modern Manufacturing Systems最新文献

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Recent Developments in Wire Electrical Discharge Machining 线材放电加工的最新进展
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH006
N. Faisal, S. Bhowmik, Kaushik Kumar
The tremendous growth of manufacturing industries and desired need of accuracy and precision has put a great importance on non-traditional machining processes. Metal and non-metals having properties like high strength, toughness, and hardness is generally machined by non-conventional machining methods. One of earliest non-traditional machining that is still in use and being effectively utilized in industries is wire electrical discharge machine. This machining technique gives a tough line of competition to conventional machining process like milling, grinding, broaching, etc. Cutting intricate and delicate shapes with accuracy and precision gives this machining technique an edge over other conventional machining and non-conventional machining processes. This chapter provides an insight to various research and prominent work done in field of WEDM by various scientists, researchers, and academicians. The chapter also emphasizes various advantages and disadvantages of different modelling and optimization methods used. The chapter concludes with some recommendations about trends for future WEDM researchers.
制造业的迅猛发展和对精度和精度的要求使得非传统加工工艺得到了极大的重视。具有高强度、高韧性和高硬度等特性的金属和非金属通常是用非常规的加工方法加工的。电线放电机床是目前仍在使用并在工业上得到有效利用的最早的非传统加工之一。这种加工技术与传统的加工工艺(如铣削、磨削、拉削等)形成了激烈的竞争。切割复杂和精致的形状与准确性和精度使这种加工技术的优势超过其他传统加工和非传统加工工艺。本章提供了不同科学家、研究人员和学者在线切割领域所做的各种研究和突出工作的见解。本章还强调了不同建模和优化方法的优缺点。本章最后对未来电火花线切割研究的发展趋势提出了一些建议。
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引用次数: 0
Non-Conventional Technologies Selection 非常规技术选择
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH001
P. Peças, Pedro Pereira, I. Ribeiro, E. Henriques
Micro-engineering is nowadays a key industrial area with applications is a wide range of products and sectors. The need for a multiplicity of products fostered the development of several processes and combinations of processes in the world of micro-engineering. There are different feasible alternatives to produce the same kind of product. The manufacturing cost is usually the decision factor to select the best alternative among them. But cost is affected by dozens of factors and if not properly modelled causes controversy in so complex decisions. In this chapter, the application of process-based cost modelling is proposed as the engine to identify the best performance spaces for each alternative, using its potential for sensitive analysis of uncertain and/or critical parameters. To illustrate the approach, a case study is developed analyzing four alternatives for the production of a light diffuser with micro-features imbibed, involving micro-injection molding, hot-embossing, micromachining, and powder-injection molding.
微工程是当今一个重要的工业领域,应用范围广泛。对多种产品的需求促进了微工程领域中几种工艺和工艺组合的发展。生产同一种产品有不同可行的替代方法。制造成本通常是在其中选择最佳方案的决定因素。但成本受到几十个因素的影响,如果没有正确建模,在如此复杂的决策中就会引起争议。在本章中,建议应用基于过程的成本模型作为确定每个备选方案的最佳性能空间的引擎,利用其对不确定和/或关键参数的敏感分析的潜力。为了说明该方法,开发了一个案例研究,分析了四种用于生产具有微特征的光扩散器的替代方案,包括微注射成型,热压印,微加工和粉末注射成型。
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引用次数: 0
An Insight on Current and Imminent Research Issues in EDM 电火花加工中当前和迫在眉睫的研究问题
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH002
A. Equbal, Md. Israr Equbal, Md. Asif Equbal, A. K. Sood
Electrical discharge machining (EDM) is an important unconventional manufacturing process which machines the workpieces by a series of recurring electrical discharges between tool and workpiece completely immersed in a dielectric. A power supply establishes an electric field between tool and workpiece while a proper gap is maintained between them by a servo controller. Electrostatic force causes electrons to get plucked out from tool and workpiece forming a channel called plasma having low dielectric strength which easily ionizes producing sparks responsible for machining the workpiece. When the power supply is withdrawn, the continuous flushing of dielectric removes the debris from machined cavity in workpiece. EDM is used in machining of dies, molds, parts of aerospace, automotive industry, and surgical components. The study presents an insight on various research issues in EDM which would help the research community to establish their research objective to investigate. Based on current research trends and need of EDM study, the chapter also proposes some important future research issues.
电火花加工(EDM)是一种重要的非常规加工工艺,它通过完全浸没在介质中的刀具与工件之间的一系列反复放电来加工工件。电源在工具和工件之间建立电场,而伺服控制器在两者之间保持适当的间隙。静电力使电子从工具和工件中抽出,形成一个称为等离子体的通道,它具有低介电强度,容易电离产生火花,负责加工工件。当电源断开时,电介质的连续冲洗将工件内加工腔中的碎屑清除。电火花加工用于模具、模具、航空航天、汽车工业零件和外科手术部件的加工。本研究对电火花加工的各种研究问题提出了见解,这将有助于研究界建立他们的研究目标。根据目前电火花加工的研究趋势和研究需求,本章还提出了未来研究的一些重要问题。
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引用次数: 0
FEM-ANN Sequential Modelling of Laser Transmission Welding for Prediction of Weld Pool Dimensions 激光透射焊接熔池尺寸预测的FEM-ANN序列建模
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH012
B. Acherjee
In this chapter, a sequential modeling approach has been applied for modeling of laser transmission welding process using finite element method (FEM) and artificial neural network (ANN) technique to predict the weld pool dimensions in a shorter time frame. The scripting language, APDL (ANSYS® Parametric Design Language), is used to develop the three-dimensional FE model. During preprocessing, all the major physical phenomena of laser transmission welding process are incorporated into the model physics. Based on the temperature field predicted by the model, the weld pool dimensions (i.e., weld width and weld penetration depth) are calculated. The weld dimensions predicted by the developed FE model are further used for training a neural network model. It is found from the results of test data sets that the developed ANN model can predict the outputs with significant accuracy and takes less prediction time, which in turn saves time, cost, and the efforts for performing experiments.
在本章中,采用序列建模方法对激光传输焊接过程进行建模,采用有限元法(FEM)和人工神经网络(ANN)技术在较短的时间内预测焊池尺寸。使用脚本语言APDL (ANSYS®参数化设计语言)开发三维有限元模型。在预处理过程中,将激光透射焊接过程中的所有主要物理现象都纳入到模型物理中。根据模型预测的温度场,计算焊缝熔池尺寸(即焊缝宽度和焊深)。利用所建立的有限元模型预测的焊缝尺寸进一步用于神经网络模型的训练。从测试数据集的结果中可以发现,所开发的人工神经网络模型能够以显著的准确性预测输出,并且预测时间更短,从而节省了时间、成本和进行实验的精力。
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引用次数: 3
Finite Element Analysis of Tool Wear in Hot Machining Process 热加工过程刀具磨损的有限元分析
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH011
A. K. Parida
Super alloys have been used widely in all sectors (e.g., automobile, aerospace, biomedical, etc.) for their properties like high hardness, high wear, and corrosion resistance. A central challenge is the significantly higher temperature and pressure on the cutting tool, hence rapid tool wear and bad surface finish. In the present study, a FEM analysis has been developed to calculate the effect of preheating temperature on the surface of the workpiece on tool wear on machining Inconel 718. Usui's tool wear model has been implemented in DEFORM software. In order to validate the results, an experimental investigation has been carried out with same cutting conditions. The evaluated results were also compared with the room temperature machining condition. It was observed that the heating temperature increased the tool life by reducing tool wear, tool temperature compared to room temperature machining condition. The predicted tool wear, tool temperature, and chip morphology have been compared with the experimental results and good correlation was found.
超级合金具有高硬度、高耐磨、耐腐蚀等特点,在汽车、航空航天、生物医学等领域得到了广泛的应用。一个主要的挑战是刀具的温度和压力明显更高,因此刀具磨损快,表面光洁度差。本文采用有限元方法计算了工件表面预热温度对加工Inconel 718时刀具磨损的影响。Usui的刀具磨损模型已在DEFORM软件中实现。为了验证结果,在相同切削条件下进行了试验研究。并将评价结果与室温加工条件进行了比较。结果表明,与室温加工条件相比,加热温度通过降低刀具磨损来提高刀具寿命。将预测的刀具磨损、刀具温度和切屑形貌与实验结果进行了比较,发现了良好的相关性。
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引用次数: 3
An Investigation Into Non-Conventional Machining of Metal Matrix Composites 金属基复合材料的非常规加工研究
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH008
D. Zindani, Kaushik Kumar
One of the recently developing fields is that of non-traditional machining of particle reinforced metal matrix composites. The complexity associated with traditional machining of particle reinforced metal matrix composite is very high, and therefore, the researchers have begun to show more focus towards non-traditional machining. In the present work, the investigation has been carried out for non-traditional machining such as laser beam machining, electro-chemical machining, abrasive water jet machining, and electro-chemical discharge. Material removal rate, surface finish, and the mechanism of machining has been studied for each of the aforementioned processes. The main material removal mechanisms as has been identified are melting, mechanical erosion, vaporization, and chemical dissolution. The investigation reveals that the major reasons for the damage of the machined surface are the presence of reinforcement particles and thermal degradation.
颗粒增强金属基复合材料的非传统加工是近年来发展起来的一个领域。颗粒增强金属基复合材料的传统加工方法复杂,因此非传统加工方法已成为研究热点。在本工作中,对激光加工、电化学加工、磨料水射流加工和电化学放电等非传统加工进行了研究。对上述工艺的材料去除率、表面光洁度和加工机理进行了研究。已确定的主要材料去除机制有熔化、机械侵蚀、汽化和化学溶解。研究表明,强化颗粒的存在和热降解是造成加工表面损伤的主要原因。
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引用次数: 0
Optimization of Process Parameters for Silicon Carbide Powder Mixed EDM 碳化硅粉末混合电火花加工工艺参数的优化
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH003
S. Tripathy, D. Tripathy
The present chapter deals with the investigations on the effect of process parameters like powder concentration (Cp), peak current (Ip), pulse-on-time (Ton), duty cycle (DC), and gap voltage (Vg) on output responses like material removal rate (MRR), tool wear rate (TWR), electrode wear ratio (EWR), surface roughness (SR), recast layer thickness (RLT), and micro-hardness (HVN) for PMEDM of H-11 hot work tool steel. Multi-objective optimization using grey relational analysis (GRA) has been implemented to identify the optimum set of input parameters to achieve maximum MRR and HVN with minimum TWR, EWR, SR, and RLT at the same time. Predicted results on verification with confirmation tests improve the preference values by 0.09468 with GRA. The recommended settings of process parameters is found to be Cp=6g/l, Ip=3Amp, Ton=100µs, DC=70%, and Vg=30V from GRA. The microstructures were examined with scanning electron microscope (SEM) to find the presence of surface deformities and identify alterations on the surface in comparison to the base material.
本章研究了粉末浓度(Cp)、峰值电流(Ip)、脉冲导通时间(Ton)、占空比(DC)和间隙电压(Vg)等工艺参数对H-11热加工工具钢PMEDM的材料去除率(MRR)、刀具磨损率(TWR)、电极磨损比(EWR)、表面粗糙度(SR)、重铸层厚度(RLT)和显微硬度(HVN)等输出响应的影响。利用灰色关联分析(GRA)实现多目标优化,确定最优输入参数集,以实现最大MRR和HVN,同时实现最小TWR、EWR、SR和RLT。用确认试验验证的预测结果使GRA的偏好值提高了0.09468。从GRA中发现工艺参数的推荐设置为Cp=6g/l, Ip=3Amp, Ton=100µs, DC=70%, Vg=30V。用扫描电子显微镜(SEM)检查微观结构,以发现表面变形的存在,并识别与基材相比表面的变化。
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引用次数: 0
Modeling and Optimization of Ultrasonic Machining Process Using a Novel Evolutionary Algorithm 基于进化算法的超声加工过程建模与优化
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH007
M. P. Satpathy, B. C. Routara
Ultrasonic machining (USM) is one of the non-conventional techniques for machining of hard and brittle materials like glass, ceramics, and ceramic matrix composites. The objective of the study includes the investigation of material removal rate (MRR), hole oversize (HOS), and circularity of holes (COH) during USM of soda lime glass and finding out the optimal parametric condition by an evolutionary algorithm. Taguchi philosophy was employed to carry out experiments using the process parameters such as power rating, abrasive slurry concentration, and static load. A novel optimization algorithm called imperialist competitive algorithm (ICA) was used to obtain maximum MRR and minimum HOS and COH. This algorithm is inspired by the imperialistic competition and has several advantages over other evolutionary algorithms like its simplicity, less computational time, and accuracy in predicting the results. The Technique for order of preference by similarity to ideal solution (TOPSIS) is utilized to convert these multiple performance characteristics to a single response. Moreover, the prediction outcomes of this TOPSIS integrated ICA methodology demonstrates excellent conformity with the experimental values and can be applied to solve complex problems.
超声加工(USM)是玻璃、陶瓷、陶瓷基复合材料等硬脆材料的非传统加工技术之一。研究了碱石灰玻璃超声强化过程中材料去除率(MRR)、孔洞尺寸(HOS)和孔洞圆度(COH)的变化规律,并利用进化算法找出了超声强化过程的最优参数条件。采用田口哲学,采用额定功率、磨料浆浓度、静载荷等工艺参数进行实验。为了获得最大MRR和最小HOS和COH,提出了一种新的优化算法——帝国竞争算法(ICA)。这个算法受到帝国主义竞争的启发,与其他进化算法相比,它有几个优点,比如简单、计算时间少、预测结果准确。利用与理想解决方案相似度优先排序技术(TOPSIS)将这些多个性能特征转换为单个响应。此外,该TOPSIS集成ICA方法的预测结果与实验值具有良好的一致性,可用于解决复杂问题。
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引用次数: 0
Optimization of Surface Roughness Parameters by Different Multi-Response Optimization Techniques During Electro-Discharge Machining of Titanium Alloy 基于不同多响应优化技术的钛合金电火花加工表面粗糙度参数优化
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH004
A. Sahu, S. Mahapatra
In this chapter, the EDM process is performed by taking titanium alloy as work piece and AlSiMg prepared by selective laser sintering (SLS) process as tool electrode along with copper and graphite. The EDM is performed by varying different process parameters like voltage (V), discharge current (Ip), duty cycle (τ), and pulse-on-time (Ton). The surface roughness parameters like Ra, Rt, and Rz are measured by the use of surface roughness measurement machine. To reduce the number of experiments, design of experiment (DOE) approach like Taguchi's L27 orthogonal array has been used. The surface properties of the EDM specimen are optimized by desirability function approach, TOPSIS and VIKOR method, and the best parametric setting is reported for the EDM process. All the optimization techniques convergence to the same optimal parametric setting. The type of tool is the most significant parameter followed by discharge current and voltage. Better surface finish of EDM specimen is produced with lower level of parametric setting along with the use of AlSiMg RP electrode during EDM.
在本章中,以钛合金为工件,选择性激光烧结(SLS)工艺制备的AlSiMg为工具电极,与铜和石墨一起进行电火花加工。EDM通过改变不同的工艺参数,如电压(V)、放电电流(Ip)、占空比(τ)和脉冲接通时间(Ton)来执行。利用表面粗糙度测量机测量表面粗糙度参数Ra、Rt、Rz。为了减少实验次数,采用了田口L27正交阵列等实验设计方法。采用理想函数法、TOPSIS法和VIKOR法对电火花加工样品的表面性能进行了优化,并给出了电火花加工过程的最佳参数设置。所有的优化技术收敛于相同的最优参数设置。工具类型是最重要的参数,其次是放电电流和电压。在电火花加工过程中使用AlSiMg RP电极,在较低的参数设置水平下,电火花加工样品的表面光洁度更好。
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引用次数: 7
Performance and Surface Evaluation Characteristics on Cryogenic-Assisted Abrasive Water Jet Machining of AISI D2 Steel 低温辅助磨料水射流加工AISI D2钢的性能及表面评价特征
Pub Date : 1900-01-01 DOI: 10.4018/978-1-5225-6161-3.CH010
N. Yuvaraj, M. Kumar
The chapter reports on the investigation of cryogenic-assisted abrasive water jet (CAAWJ) machining of AISI D2 steel with varying the jet impact angles and abrasive mesh sizes. The performance measurement is considered in this study such as depth of penetration and taper ratio. Also, the surface integrity characteristics are considered in the present study such as abrasive contamination, surface topography, XRD peaks, residual stress, and micro hardness. The CAAWJ machining process improves the performance measurement such as higher depth of penetration and lower taper ratio for the machining of D2 steel. Also, the CAAWJ cut surface consists of better surface integrity features over the AWJ cut surface. The phase transformation effect of target material under cryogenic cooling helps to turn the mode of the material removal mechanism from ductile to brittle erosion process and yield a better performance. The results also indicate that the oblique jet impact angles have been produced better performance characteristics than the jet impact angle of 90o at room temperature.
本章研究了低温辅助磨料水射流(CAAWJ)在不同射流冲击角和磨料网尺寸下加工AISI D2钢的工艺。本研究考虑了穿透深度和锥度比等性能测量。此外,本研究还考虑了表面完整性特征,如磨料污染、表面形貌、XRD峰、残余应力和显微硬度。CAAWJ加工工艺提高了D2钢的切削深度和锥度比等性能指标。此外,CAAWJ切割表面比AWJ切割表面具有更好的表面完整性特征。目标材料在低温冷却下的相变效应有助于将材料的去除机制模式从韧性侵蚀过程转变为脆性侵蚀过程,从而获得更好的性能。结果还表明,在室温下,倾斜射流冲击角比90°射流冲击角产生了更好的性能特性。
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引用次数: 4
期刊
Non-Conventional Machining in Modern Manufacturing Systems
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