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A new algorithm of the scheduling of a flexible manufacturing system based on genetic algorithm 基于遗传算法的柔性制造系统调度新算法
IF 2.5 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-01-01 DOI: 10.1051/mfreview/2023010
Bizhen Bao, Zhaobin Duan, Ningbo Xu, Hongzhou Zhang, Yiheng Luo, Wei Wang, Xin Yu, Yang Luo, Xiaoyu Liu
In the flexible manufacturing system, a reasonable production scheduling is crucial in shortening the processing completion time and improving the equipment utilization. Traditional manual scheduling cannot effectively solve the complex workshop scheduling problems and cannot provide a scheduling solution that meets the requirements in a short period of time, which can lead to a decrease in processing efficiency. Aiming at the complex job shop scheduling problem, the genetic algorithm is used to find the optimal scheduling solution in this study, taking the number of overdue jobs, the total overdue time, the job completion time, the comprehensive load rate and the maximum load rate of the machine tool as the performance indicators of the scheduling algorithm. The chromosomes are designed as process gene chain and equipment gene chain to improve the diversity and the robustness to scheduling problems of chromosome through crossover, variation, selection and other processes. The impact of different parameter settings on the performance indicators of each scheduling algorithm is researched by adjusting the four algorithm-related parameters, and there has been a certain improvement in the results of the scheduling problems. This study provides a reference for the design and optimization of production scheduling algorithm based on genetic algorithm.
在柔性制造系统中,合理的生产调度对于缩短加工完成时间和提高设备利用率至关重要。传统的人工调度不能有效解决复杂的车间调度问题,不能在短时间内提供满足要求的调度方案,导致加工效率下降。针对复杂作业车间调度问题,采用遗传算法寻找最优调度解,以机床的过期作业数、总过期时间、作业完成时间、综合负担率和最大负担率作为调度算法的性能指标。将染色体设计为过程基因链和设备基因链,通过交叉、变异、选择等过程提高染色体的多样性和对调度问题的鲁棒性。通过调整四个算法相关参数,研究不同参数设置对各调度算法性能指标的影响,对调度问题的结果有一定的改善。该研究为基于遗传算法的生产调度算法的设计与优化提供了参考。
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引用次数: 0
Wear and corrosion behavior of selected up-quenched and step-quenched CuZnSn shape memory alloys 上淬和阶梯淬火CuZnSn形状记忆合金的磨损和腐蚀行为
Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-01-01 DOI: 10.1051/mfreview/2023015
Justus Uchenna Anaele, Kenneth Kanayo Alaneme, Joseph Ajibade Omotoyinbo
The effect of thermal treatment on the wear and corrosion behavior of three categories of Cu-Zn-Sn-Fe SMAs designated A, B, and C is studied. Wear properties were investigated using a tribometer whilst corrosion in 0.3 M H 2 SO 4 and 3.5%NaCl media was studied using the potentiodynamic polarization method. The microstructure of the alloys mainly consists of FCC Cu-rich phase and Cu 5 Zn 8 phase. The up-quenched A alloys show the highest hardness and lowest wear rate values of 72.1 HRB and 0.143 mm 3 /N/m respectively. Average COF was higher for the samples subjected to direct-quenching (0.35–0.12) than the up-quenched (0.16–0.12) and step-quenched (0.2–0.08) samples. Wear occurred by mixed mode mechanisms of abrasion and adhesion evident by grooves and wear particles on the surface. In 0.3 M H 2 SO 4 medium, step-quenched alloys had corrosion rates in the range of 0.1022 to 1.1705 mm/yr, which is lower than the range of 0.1466 to 0.2855 mm/yr, and 0.1730 to 0.6027 mm/yr obtained for direct quenched and up-quenched samples respectively. In 3.5% NaCl solution, step-quenched alloys had the lowest corrosion rates 0.0251 mm/yr relative to samples subjected to up-quenching and direct quenching treatment. Generally, step-quenching treatment effectively improved the corrosion resistance of alloys in both media.
研究了热处理对A、B、C三类Cu-Zn-Sn-Fe sma磨损和腐蚀行为的影响。用摩擦计研究了其磨损性能,用动电位极化法研究了其在0.3 M h2so4和3.5%NaCl介质中的腐蚀性能。合金组织主要由FCC富Cu相和cu5zn8相组成。上淬后的A合金硬度最高,磨损率最低,分别为72.1 HRB和0.143 mm 3 /N/m。直接淬火试样的平均COF(0.35 ~ 0.12)高于上淬火试样(0.16 ~ 0.12)和阶梯淬火试样(0.2 ~ 0.08)。磨损是由磨损和粘附的混合模式机制发生的,表面上有明显的凹槽和磨损颗粒。在0.3 M h2so4介质中,阶梯淬火合金的腐蚀速率为0.1022 ~ 1.1705 mm/yr,低于直接淬火试样的腐蚀速率0.1466 ~ 0.2855 mm/yr和直接淬火试样的腐蚀速率0.1730 ~ 0.6027 mm/yr。在3.5% NaCl溶液中,阶梯淬火合金的腐蚀速率最低,为0.0251 mm/yr。一般来说,阶梯淬火处理有效地提高了合金在两种介质中的耐蚀性。
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引用次数: 0
An experimental method for determining the service life and reliability of the CNC lathe main spindle bearing assembly 一种确定数控车床主轴轴承组件使用寿命和可靠性的实验方法
IF 2.5 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-01-01 DOI: 10.1051/mfreview/2023005
V. Pham, Tam Pham Minh, T. Nguyen
The main spindle bearing assembly (MSBA) plays an important role in the quality and service life of CNC machine tools and industrial equipment. The MSBA is usually evaluated based on the allowable wear or the stiffness independently combined with the vibration characteristics. Therefore, it is very important to determine the service life of MSBA when the wear reaches the allowable value, and the stiffness is reduced to the allowable value. This paper studies the simultaneous relationship of wear, stiffness, and vibration characteristics of MSBA in a CNC lathe. The results show that the service life of MSBA is different when evaluated based on each criterion (wear or stiffness). The stiffness of the MSBA is reduced to the allowable limit [J] = 200 N/μm with a Root Mean Square (RMS) value of about 5.75 mm/s2. The wear of the MSBA reaches the allowable limit [δa] = 5 μm with an RMS value of about 4.5 mm/s2. The life of MSBA calculated according to the stiffness criterion is about 1.18 times higher than that calculated based on the wear criterion. The average life of MSBA with standard lubrication according to the wear criterion reaches ∼15,799 h and RMS reaches ∼2.4508 mm/s2.
主轴轴承组件(MSBA)对数控机床和工业设备的质量和使用寿命起着重要作用。MSBA通常基于允许磨损或刚度独立结合振动特性进行评估。因此,当磨损达到允许值,刚度降至允许值时,确定MSBA的使用寿命是非常重要的。研究了数控车床MSBA的磨损、刚度和振动特性的同步关系。结果表明,基于不同的标准(磨损量或刚度)评估MSBA的使用寿命是不同的。MSBA的刚度降至允许极限[J] = 200 N/μm,均方根(RMS)约为5.75 mm/s2。MSBA的磨损量达到允许极限[δa] = 5 μm, RMS值约为4.5 mm/s2。根据刚度准则计算的MSBA寿命比根据磨损准则计算的MSBA寿命高约1.18倍。根据磨损标准进行标准润滑的MSBA平均寿命达到~ 15,799 h, RMS达到~ 2.4508 mm/s2。
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引用次数: 0
Microstructure, physical, tensile and wear behaviour of B4C particles reinforced Al7010 alloy composites B4C颗粒增强Al7010合金复合材料的显微组织、物理性能、拉伸性能和磨损性能
IF 2.5 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-01-01 DOI: 10.1051/mfreview/2023001
Kotresha Mydur, M. S., Madeva Nagaral, V. Auradi, B. V, S. T.A.
In the present study looked into how incorporating B4C particles with a size range of 20–25 microns would affect the mechanical, wear and physical properties of composites made from Al7010 alloy. The stir cast method accounted for of the total production of B4C composites. Different mechanical properties, such as hardness, tensile behaviour, wear and density, were measured and analysed for these synthetic composites. Microstructure was characterised by scanning electron microscopy and X-ray diffraction analysis to determine the distribution and phases of particles smaller than a micron. Wear tests were conducted on all the samples at varying loads and speeds. Hardness and tensile strength of Al7010 alloy were improved by adding B4C particles sized 20–25 microns, with only a minor decrease in elongation. Further, as B4C particles accumulated, the density of the Al7010 alloy decreased. SEM examination revealed a wide range of fracture behaviours upon tensile stress. Load and sliding speeds affected the wear behaviour of Al7010 alloy and its composites.
在本研究中,研究了加入尺寸范围为20-25微米的B4C颗粒如何影响由Al7010合金制成的复合材料的机械、磨损和物理性能。搅拌铸造法占B4C复合材料总产量的一半。测量和分析了这些合成复合材料的不同力学性能,如硬度、拉伸性能、磨损和密度。通过扫描电子显微镜和x射线衍射分析表征了微观结构,确定了小于1微米的颗粒的分布和物相。在不同的载荷和速度下对所有样品进行了磨损试验。添加20 ~ 25 μ m的B4C颗粒可提高Al7010合金的硬度和抗拉强度,但伸长率略有下降。此外,随着B4C颗粒的积累,Al7010合金的密度降低。扫描电镜检查显示了广泛的断裂行为的拉应力。载荷和滑动速度影响Al7010合金及其复合材料的磨损性能。
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引用次数: 0
Nanofluids, micro-lubrications and machining process optimisations − a review 纳米流体,微润滑和加工过程优化-回顾
IF 2.5 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-01-01 DOI: 10.1051/mfreview/2022034
R. Chakule, S. Chaudhari, K. Chandratre, P. B. Patole, P. Talmale
The lubrication is a prime requirement of metal cutting industries to assure high quality performance. The conventional technique of coolant flow is less economical and eco-friendly. Recently, nano fluids found better cutting fluid in machining due to potential thermal and heat transfer properties. The role of micro-lubrication techniques and process optimization are equally important for improving process performance. The literature review presents the findings of different researchers in the field of nano fluids and micro-lubrication techniques. The experimental studies were focused on better process performance using micro-lubrication techniques, especially nanofluid MQL with optimized process parameters. The thermal conductivity of water based TiO2 nano fluid shows improvement by 22% in base fluids. The case study discussed which is focused on preparation and characterization of nano fluid, experimental setup and optimization of process parameters by Jaya algorithm. Finally, application of nano fluid, and challenges during nano fluid preparation is identified. The scope of research work is recommended for further study to obtain an economical, eco-friendly manufacturing process.
润滑是金属切削行业确保高质量性能的首要要求。传统的冷却液流动技术不太经济,也不环保。近年来,纳米流体由于其潜在的热和传热特性,在机械加工中发现了更好的切削液。微润滑技术和工艺优化对于提高工艺性能同样重要。本文综述了纳米流体和微润滑技术领域不同研究人员的研究成果。实验研究的重点是微润滑技术,特别是优化工艺参数的纳米流体MQL。水基TiO2纳米流体的导热系数在基液中提高了22%。重点讨论了纳米流体的制备、表征、实验设置以及Jaya算法对工艺参数的优化。最后介绍了纳米流体的应用,以及纳米流体制备过程中面临的挑战。研究工作的范围建议进一步研究,以获得经济,环保的制造工艺。
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引用次数: 5
In memory of Prof. Frank W. Travis 纪念弗兰克·w·特拉维斯教授
IF 2.5 Q3 ENGINEERING, MANUFACTURING Pub Date : 2023-01-01 DOI: 10.1051/mfreview/2023012
Yi Qin
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引用次数: 0
Mechanical behaviour of stir cast aluminum matrix composites reinforced with silicon carbide and palm kernel shell ash 碳化硅和棕榈仁灰增强搅拌铸铝基复合材料的力学性能
IF 2.5 Q3 ENGINEERING, MANUFACTURING Pub Date : 2022-01-01 DOI: 10.1051/mfreview/2022011
Udochukwu Samuel Ikele, K. Alaneme, A. Oyetunji
Microstructural analysis and mechanical behaviour of aluminum matrix composites (AMCs) reinforced with palm kernel shell ash (PKSA) and silicon carbide (SiC) were studied. The AMCs containing 6, 8, 10 and 12 wt.% reinforcements, with weight ratios of 0:1, 1:3, 1:1, 3:1 and 1:0 (PKSA: SiC) were produced using stir casting method. % Porosity, hardness, tensile strength (UTS), ductility and fracture toughness were determined following standard procedures, while Scanning electron microscopy (SEM-EDS) was used for structural characterization. The results show that the composites produced have improved hardness. The UTS improved with increase in PKSA attaining maximum value at reinforcement weight ratio 1:1 and then decreases, the 6 wt.% reinforcement being the only exception. The ductility of the composites was lower than the unreinforced aluminum alloy with the SiC single-reinforced having the lowest. Also Fracture toughness was observed to be less than the unreinforced aluminum alloy with the SiC single reinforced having the lowest value. The PSKA:SiC weight ratio 1:1 gave the best property combination with optimum properties in terms of UTS (175.48MPa), ductility (8.61) and fracture toughness [6.5MPa(m)1/2].
研究了棕榈仁壳灰(PKSA)和碳化硅(SiC)增强铝基复合材料(AMCs)的显微组织和力学性能。采用搅拌铸造法制备了重量比分别为0:1、1:3、1:1、3:1和1:0 (PKSA: SiC)的增强剂含量为6,8,10和12wt .%的复合材料。孔隙率、硬度、拉伸强度(UTS)、延展性和断裂韧性按照标准程序进行测定,并用扫描电子显微镜(SEM-EDS)进行结构表征。结果表明,制备的复合材料具有较高的硬度。UTS随着PKSA的增加而提高,在配筋重量比为1:1时达到最大值,然后下降,只有6 wt.%的配筋例外。复合材料的塑性低于未增强的铝合金,其中SiC单增强的塑性最低。断裂韧性也低于未增强的铝合金,其中SiC单增强的断裂韧性最低。PSKA:SiC重量比为1:1时,获得了最佳性能组合,在UTS (175.48MPa)、延展性(8.61)和断裂韧性(6.5MPa(m)1/2)方面具有最佳性能。
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引用次数: 5
Optimization of machining parameters in drilling of LM6/B4C/Fly ash hybrid composites LM6/B4C/粉煤灰复合材料钻孔加工参数的优化
IF 2.5 Q3 ENGINEERING, MANUFACTURING Pub Date : 2022-01-01 DOI: 10.1051/mfreview/2022026
J. Udaya Prakash, C. Sarala Rubi, S. Palani, S. Jebarose Juliyana, A. Divya Sadhana
Metal matrix composites (MMCs), innovative replacements for traditional materials, are currently achieving a growing trend in engineering and research for operations like aviation, nuclear power, and automotive. Machining of MMCs makes it challenging to get good dimensional accuracy, surface finish and lower tool wear. Drilling is a necessary and immensely useful tool for component assembly in the manufacturing sector. As a result, optimization of drilling process variables is unavoidable. The fundamental purpose of this study is to use the stir casting technique to manufacture LM6/B4C/Fly ash composites with 3, 6 and 9 wt.% of second phase materials. Taguchi's design of experiments strategy was used to drill with three levels of feed rate (F), spindle speed (S), drill material (D) and percentage of reinforcement (R) as input process parameters. Optimization of drilling variables for attaining lower surface roughness (SR) and burr height (BH) using single objective approach. The optimum process variable achieved for surface roughness is F1S3D3R2, i.e., 50 mm/min, 3000 rpm, TiN-coated drill bit and 6 wt.% of reinforcements (B4C and Fly-ash) and for burr height is F1S3D3R3, i.e., 50 mm/min, 3000 rpm, TiN-coated drill bit and 9 wt.% of reinforcements.
金属基复合材料(MMCs)是传统材料的创新替代品,目前在航空、核电和汽车等工程和研究领域取得了越来越大的发展趋势。mmc的加工要求具有良好的尺寸精度、表面光洁度和较低的刀具磨损。在制造业中,钻孔是一种必要且非常有用的组件装配工具。因此,钻井过程变量的优化是不可避免的。本研究的基本目的是利用搅拌铸造技术制备LM6/B4C/粉煤灰3、6、9重量的复合材料。%的第二相材料。采用田口设计的实验策略,以进给速度(F)、主轴转速(S)、钻头材料(D)和增强率(R)三种水平作为输入工艺参数。利用单目标方法优化钻井变量,以获得更低的表面粗糙度(SR)和毛刺高度(BH)。表面粗糙度的最佳工艺变量为F1S3D3R2,即50 mm/min, 3000 rpm,镀锡钻头和6 wt。%的增强剂(B4C和粉煤灰),毛刺高度为F1S3D3R3,即50毫米/分钟,3000转/分,镀锡钻头,9吨。%的增援部队。
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引用次数: 3
Industry 4.0: a systematic review of legacy manufacturing system digital retrofitting 工业4.0:遗留制造系统数字化改造的系统回顾
IF 2.5 Q3 ENGINEERING, MANUFACTURING Pub Date : 2022-01-01 DOI: 10.1051/mfreview/2022031
Abdulrahman Alqoud, D. Schaefer, J. Milisavljevic-Syed
Industry 4.0 technologies and digitalised processes are essential for implementing smart manufacturing within vertically and horizontally integrated production environments. These technologies offer new ways to generate revenue from data-driven services and enable predictive maintenance based on real-time data analytics. They also provide autonomous manufacturing scheduling and resource allocation facilitated by cloud computing technologies and the industrial Internet of Things (IoT). Although the fourth industrial revolution has been underway for more than a decade, the manufacturing sector is still grappling with the process of upgrading manufacturing systems and processes to Industry 4.0-conforming technologies and standards. Small and medium enterprises (SMEs) in particular, cannot always afford to replace their legacy systems with state-of-the-art machines but must look for financially viable alternatives. One such alternative is retrofitting, whereby old manufacturing systems are upgraded with sensors and IoT components to integrate them into a digital workflows across an enterprise. Unfortunately, to date, the scope and systematic process of legacy system retrofitting, and integration are not well understood and currently represent a large gap in the literature. In this article, the authors present an in-depth systematic review of case studies and available literature on legacy system retrofitting. A total of 32 papers met the selection criteria and were particularly relevant to the topic. Three digital retrofitting approaches are identified and compared. The results include insights common technologies used in retrofitting, hardware and software components typically required, and suitable communication protocols for establishing interoperability across the enterprise. These form an initial basis for a theoretical decision-making framework and associated retrofitting guide tool to be developed.
工业4.0技术和数字化流程对于在垂直和水平集成的生产环境中实施智能制造至关重要。这些技术为从数据驱动服务中获取收入提供了新的途径,并实现了基于实时数据分析的预测性维护。它们还通过云计算技术和工业物联网(IoT)提供自主制造调度和资源分配。尽管第四次工业革命已经进行了十多年,但制造业仍在努力将制造系统和流程升级到符合工业4.0的技术和标准。特别是中小型企业(SMEs),不能总是负担得起用最先进的机器替换其遗留系统的费用,而必须寻找经济上可行的替代方案。其中一种替代方案是改造,即用传感器和物联网组件升级旧的制造系统,将其集成到整个企业的数字工作流程中。不幸的是,到目前为止,遗留系统改造和集成的范围和系统过程还没有得到很好的理解,目前在文献中表现出很大的差距。在这篇文章中,作者对遗留系统改造的案例研究和现有文献进行了深入的系统回顾。共有32篇论文符合选择标准,并且与主题特别相关。确定并比较了三种数字化改造方法。结果包括在改造中使用的常见技术、通常需要的硬件和软件组件,以及用于建立跨企业互操作性的合适通信协议。这些构成了理论决策框架和相关改造指导工具的初步基础。
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引用次数: 3
In situ alloying of Ti10Mo fused tracks and layers via laser powder bed fusion 激光粉末床熔合原位合金化Ti10Mo熔迹和熔层
IF 2.5 Q3 ENGINEERING, MANUFACTURING Pub Date : 2022-01-01 DOI: 10.1051/mfreview/2022022
T. Dzogbewu, W. D. du Preez
Optimum process parameters for manufacturing a Ti10Mo alloy for biomedical applications via the laser powder bed fusion (LPBF) process were determined. Fused tracks were produced over a wide range of laser powers and scanning speeds, and layers were fused at varied hatch distances. The samples were analysed for continuity of the fused tracks, melting and distribution of the Mo powder particles in the Ti10Mo alloy layers, surface roughness, homogeneity of Mo in the alloy matrix and microhardness. The analysis revealed that the Mo powder particles melted completely in the alloy matrix with only pockets of Mo concentrations, mostly at the peripheries of the fused tracks due to the pushing effect. Complete melting of Mo in the Ti10Mo alloy matrix was due to the small size (1 μm) of the Mo powder particles used in the current experiment. The addition of Mo enhanced the wetting of the powder bed and prevented a pronounced balling effect. From this study, the parameter sets 150 W, 0.5 m/s and 200 W, 1.0 m/s both at a hatch distance of 80 μm, were obtained as the optimum process parameters. However, the Mo concentrations at the peripheries of the molten pool indicated that further research was required before a ‘completely’ homogenous sample could be manufactured via the LPBF process using elemental powder blends.
确定了激光粉末床熔合(LPBF)工艺制备生物医用Ti10Mo合金的最佳工艺参数。熔化轨迹在很宽的激光功率和扫描速度范围内产生,层在不同的舱口距离上熔化。分析了熔迹的连续性、Ti10Mo合金层中Mo粉末颗粒的熔化和分布、表面粗糙度、合金基体中Mo的均匀性和显微硬度。分析结果表明,Mo粉末颗粒在合金基体中完全熔化,仅存在少量Mo浓度,且主要集中在熔合径的边缘。Mo在Ti10Mo合金基体中的完全熔化是由于实验中使用的Mo粉末颗粒尺寸很小(1 μm)。钼的加入增强了粉床的润湿性,防止了明显的成球效应。在80 μm的舱口距离下,获得了150w、0.5 m/s和200w、1.0 m/s的最佳工艺参数。然而,熔池外围的Mo浓度表明,在使用元素粉末混合物通过LPBF工艺制造出“完全”均匀的样品之前,需要进一步的研究。
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引用次数: 6
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Manufacturing Review
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