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A comparative analysis of grinding of AISI D2 tool steel under different environments AISI D2工具钢在不同环境下磨削的对比分析
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2022-03-04 DOI: 10.1080/10910344.2022.2044853
Ashwani Sharma, M. Z. Khan Yusufzai, M. Vashista
Abstract Difficult-to-cut material, i.e., AISI D2 tool steel, has been widely adopted in metalworking industries to manufacture dies for piercing, blanking, drawing and thread rolling due to its excellent wear resistance and non-deforming properties. This article attempts an experimental study to determine the effect of cryogenic coolant (liquid nitrogen) on the grindability of AISI D2 tool steel as work material and its results are compared with the conventional dry and wet grinding methods. The effects of the cryogenic coolant on force components (i.e., tangential force, Ft and normal force, Fn ), specific grinding energy (u), force ratio, surface roughness parameters (Ra and Rz ) and microstructure were observed. The comparison results indicate a significant reduction in grindability indices such as 64% and 44% in Ft , 54% and 34% in Fn , 46% and 30% in Ra and 40% and 34% in Rz , respectively under cryogenic grinding at higher downfeed as followed to dry and wet grinding. The grinding performance in Ft , Fn , u and Ra was also improved with an increased delivery pressure of the liquid nitrogen (LN2). From the results, it is concluded that cryogenic coolant offers an influential method to improve grinding performance and surface integrity of AISI D2 tool steel.
摘要难切削材料,即AISI D2工具钢,由于其优异的耐磨性和不变形性能,已被广泛应用于金属加工行业,用于制造穿孔、下料、拉伸和螺纹滚压模具。本文试图通过实验研究低温冷却剂(液氮)对AISID2工具钢可磨性的影响,并将其结果与传统的干式和湿式磨削方法进行了比较。观察了低温冷却剂对力分量(即切向力Ft和法向力Fn)、比磨削能(u)、力比、表面粗糙度参数(Ra和Rz)和微观结构的影响。比较结果表明,在更高下进料的低温研磨下,如干研磨和湿研磨,可磨性指数显著降低,如Ft的64%和44%,Fn的54%和34%,Ra的46%和30%,Rz的40%和34%。随着液氮(LN2)输送压力的增加,Ft、Fn、u和Ra的研磨性能也得到改善。结果表明,低温冷却剂为改善AISID2工具钢的磨削性能和表面完整性提供了一种有影响力的方法。
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引用次数: 7
Performance monitoring and failure prediction system for wire electric discharge machining process through multiple sensor signals 基于多传感器信号的线材电火花加工过程性能监测与故障预测系统
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2022-03-04 DOI: 10.1080/10910344.2022.2044856
P. Abhilash, D. Chakradhar
Abstract This study aims to develop a pulse classification algorithm to understand wire electric discharge machining (wire EDM) process stability and performance based on the discharge pulse characteristics. Also, a process data driven failure prediction system is proposed. The wire EDM monitoring system includes high sampling rate differential probes and current probes. The features extracted through pulse train analysis were spark discharge energy, ignition delay time, spark frequency and proportion of various discharges. A pulse discrimination algorithm was proposed, which classifies the discharges into open circuit sparks, arc discharges, short circuit sparks and normal sparks. It was observed that higher proportions of short circuit pulses resulted in inferior part quality. The differences in the pulse cycle during stable and unstable machining were studied based on the extracted features. It was found that the discharge frequency and the proportion of arc and short circuit pulses were extremely high before the wire breakages. An artificial neural network (ANN) model was developed to predict the process responses, like cutting speed and surface roughness, from the process data. Also, an intelligent algorithm was developed based on the extracted in-process data to predict the unstable conditions, leading to machining failures. The accuracy of the algorithm was confirmed to be very high by conducting confirmation tests.
摘要本研究旨在开发一种基于放电脉冲特性的脉冲分类算法,以了解线电火花加工过程的稳定性和性能。此外,还提出了一种过程数据驱动的故障预测系统。电火花线切割监测系统包括高采样率差分探针和电流探针。通过脉冲串分析提取的特征是火花放电能量、点火延迟时间、火花频率和各种放电的比例。提出了一种脉冲识别算法,将放电分为开路放电、电弧放电、短路放电和正常放电。观察到,较高比例的短路脉冲导致较差的零件质量。基于提取的特征,研究了稳定和不稳定加工过程中脉冲周期的差异。研究发现,在导线断裂之前,放电频率以及电弧和短路脉冲的比例都非常高。开发了一个人工神经网络(ANN)模型,从工艺数据中预测工艺响应,如切削速度和表面粗糙度。此外,基于提取的加工过程数据,开发了一种智能算法来预测导致加工故障的不稳定条件。通过进行验证测试,证实了该算法的准确性非常高。
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引用次数: 6
Effects of electrolytic copper and copper alloy electrodes on machining performance in electrical discharge machining (EDM) 电解铜及铜合金电极对电火花加工性能的影响
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2022-03-04 DOI: 10.1080/10910344.2022.2044855
Ü. Şimşek, C. Çoğun, Ziya Esen
Abstract The most important cost element of electric discharge machining (EDM) is the production of tool electrode (shortly electrode). In the EDM process, copper and its alloys are often used as electrode materials. The machining with EDM without increasing the costs can be achieved by selecting the proper electrode with low production and material costs as well as high workpiece material removal rate (MRR), low electrode wear rate (EWR), and relative wear (RW = MRR/EWR). In this study, the EDM performance outputs, namely, MRR and RW were experimentally investigated for electrolytic copper, CuCr1Zr (with and without aging treatment) and CuCo2Be alloy electrode materials for varying machining parameters. The performance outputs were affected by the electrode material and the applied aging treatment. The aged CuCr1Zr alloy electrodes had higher electrical conductivity and better machining performance than the as-received alloy. The CuCo2Be alloy electrodes exhibited moderate to high MRR; however, their RW was the highest. Although the electrolytic copper has moderate MRR performance compared to the investigated alloys, its low cost increased its performance index, making it a more suitable electrode material for EDM applications.
摘要电火花加工最重要的成本因素是工具电极(短电极)的生产。在电火花加工过程中,铜及其合金经常被用作电极材料。通过选择具有低生产和材料成本以及高工件材料去除率(MRR)、低电极磨损率(EWR)和相对磨损率(RW = MRR/EWR)。在本研究中,实验研究了电解铜、CuCr1Zr(经过和不经过时效处理)和CuCo2Be合金电极材料在不同加工参数下的电火花加工性能输出,即MRR和RW。性能输出受到电极材料和所应用的老化处理的影响。时效后的CuCr1Zr合金电极具有比原合金更高的电导率和更好的加工性能。CuCo2Be合金电极表现出中等到高的MRR;但RW最高。尽管与所研究的合金相比,电解铜具有中等的MRR性能,但其低成本提高了其性能指标,使其成为更适合EDM应用的电极材料。
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引用次数: 6
Machinability study on dry machining of white cast iron by polycrystalline cubic boron nitride inserts 多晶立方氮化硼刀片干式加工白口铸铁的可加工性研究
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2022-03-04 DOI: 10.1080/10910344.2022.2044851
Xin Guo, Ling Chen, Wu Zhao, Hao Wan, Huiting Wen, Jinming Zhou
Abstract The polycrystalline cubic boron nitride (PCBN) insert has been widely used in machining high chromium white cast iron (HCCI), which has the high hardness and abrasiveness. The aim of this article is to reveal that micro-mechanical properties play an essential role in assessing the machinability of high chromium cast iron. Grid nanoindentation is applied to measure the micro-hardness distribution. Based on grid nanoindentation results, the micro-hardness distribution is proposed to study the machinability. After the machining test of HCCI by the PCBN insert, the cutting force, tool wear, surface roughness, and chip formation showed that the micro-hardness distribution of materials has the better results than macro-hardness in machinability evaluation, and abrasive wear occurred on the rake and flank face of the cutting tool. The abrasiveness index that is related with the micro-hardness distribution and the abrasive wear effect in machining, for the most of high abrasion materials, has the possible to evaluate the dynamic cutting process and tool life in dry machining by using the PCBN insert. The micro-hardness distribution imported into the machinability model may propose a new way to improve the data exchange capability in the modern manufacturing process.
摘要多晶立方氮化硼(PCBN)刀片具有较高的硬度和耐磨性,在加工高铬白口铸铁(HCCI)中得到了广泛的应用。本文的目的是揭示微观力学性能在评价高铬铸铁的可加工性中起着至关重要的作用。采用网格纳米压痕法测量显微硬度分布。在网格纳米压痕结果的基础上,提出了研究可加工性的显微硬度分布。PCBN刀片对HCCI进行加工试验后,切削力、刀具磨损、表面粗糙度和切屑形成表明,材料的显微硬度分布在可加工性评价方面优于宏观硬度,刀具前刀面和刀面出现磨粒磨损。对于大多数高磨耗性材料,与显微硬度分布和磨料磨损效果相关的磨耗性指标,有可能通过使用PCBN刀片来评价干式加工中的动态切削过程和刀具寿命。将显微硬度分布引入可加工性模型,为提高现代制造过程中的数据交换能力提供了一种新的途径。
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引用次数: 1
Experimental study on cryogenic milling performance of SiCp/Al composites with liquid nitrogen SiCp/Al复合材料液氮深冷铣削性能的实验研究
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2021-12-23 DOI: 10.1080/10910344.2021.1971707
Q. Niu, L. Jing, Z. Yu, C. P. Li, X. Qiu, T. Ko
Abstract Silicon carbide particulate-reinforced aluminum (SiCp/Al) composites is one of the typical difficult-to-cut materials, which are not suitable well for traditional machining any more. In order to explore new processing technology and verify its feasibility, this paper discussed the effects of cryogenic assisted milling with liquid nitrogen (LN2) coolant on the machinability of SiCp/Al composites. The effects of cryogenic milling were also compared with that of conventional dry milling. The results showed that cryogenic milling of 20% SiCp/Al composites would increase the surface hardness of the material, causing 15% higher amount of cutting force in cryogenic milling as compared to dry milling. In addition, there were serious tool feed marks on the machined surface under cryogenic condition because of the secondary cutting mechanism, which resulted in high surface roughness and poor surface quality. Overall, 46.73% higher roughness Ra and 31.53% roughness Rz were seen for cryogenic milling in comparison with dry milling technique respectively. The dish angle of milling tool and processing environment plays important roles in machined surface. Chip brittleness increased and short arc chips were formed in cryogenic milling. It was suggested that milling SiCp/Al composites under cryogenic condition had negative effects on the machinability of the material.
碳化硅颗粒增强铝(SiCp/Al)复合材料是一种典型的难切削材料,已不能很好地应用于传统的机械加工。为了探索新的加工技术并验证其可行性,本文讨论了液氮(LN2)冷却液低温辅助铣削对SiCp/Al复合材料可加工性的影响。并将低温铣削的效果与传统干法铣削的效果进行了比较。结果表明,对20%SiCp/Al复合材料进行深冷铣削可以提高材料的表面硬度,与干法铣削相比,深冷铣削的切削力增加15%。此外,由于二次切削机制,在低温条件下,加工表面存在严重的刀具进给痕迹,导致表面粗糙度高,表面质量差。总体而言,与干式铣削技术相比,低温铣削的粗糙度Ra和粗糙度Rz分别高出46.73%和31.53%。铣刀的盘形角和加工环境对加工表面起着重要作用。低温铣削过程中切屑脆性增加,形成短弧切屑。研究表明,在低温条件下铣削SiCp/Al复合材料对材料的可加工性有负面影响。
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引用次数: 5
Effect of geometrical parameters and tool pattern of multi-tooth sawing on cutting of sheet molding compound composite: FE study 多齿锯切几何参数和刀型对板材复合材料切割的影响:有限元研究
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2021-12-21 DOI: 10.1080/10910344.2021.1998829
A. Hassouna, S. Mzali, F. Zemzemi, S. Mezlini
Abstract Short glass fiber composites, particularly sheet molding compound (SMC) materials, are becoming increasingly important alternative in various contemporary aerospace, automotive, and electronic applications. For these manufacturing industries, the quality of the machined SMC composite is still a challenging target. The article proposes a new tool design with an offset between teeth to minimize friction, limit damage and promote chip removal when drilling composite materials. The effects of the tool’s geometric parameters, especially the rake, the inclination and the complementary side cutting edge angles on the material removal process, as well as the cutting and thrust forces, are investigated. A 3D finite element model of a representative multi-tooth tool is developed using the ABAQUSExplicit code. The results show that fine-tuning the geometric parameters of the tool reduces the induced machining damage and enhances the chip removal and the flow evolution. The rake angle has a significant influence on the cutting and thrust forces. However, both forces are insensitive to the inclination angle. The complementary side cutting edge angle influences only the thrust force. The presented outcomes not only give insights into the cutting process, but also improve the SMC machinability.
摘要短玻璃纤维复合材料,特别是片状模压复合材料(SMC),在当代航空航天、汽车和电子等领域的应用日益重要。对于这些制造业来说,SMC复合材料的加工质量仍然是一个具有挑战性的目标。本文提出了一种新的刀具设计,在钻取复合材料时,齿间有偏移,可以最大限度地减少摩擦,限制损伤,促进切屑的去除。研究了刀具几何参数,特别是刀具前角、切削倾角和互补侧切削刃角对材料去除过程以及切削力和推力的影响。利用ABAQUS / Explicit程序建立了具有代表性的多齿刀具的三维有限元模型。结果表明,对刀具几何参数进行微调可降低切削损伤,促进切削屑的去除和流动演化。前倾角对切削力和推力有显著影响。然而,这两种力对倾角不敏感。互补侧切削刃角只影响推力。所提出的结果不仅对切削过程有深入的了解,而且还提高了SMC的可加工性。
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引用次数: 0
Machining-induced surface integrity of Inconel 718 alloy fabricated by powder bed fusion additive manufacturing under various laser processing parameters 不同激光加工参数下粉末床熔融增材制造Inconel 718合金的加工诱导表面完整性
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2021-12-21 DOI: 10.1080/10910344.2021.1998107
E. Tascioglu, Y. Kaynak, S. Sharif, Fatih Pitir, M. A. Suhaimi
Abstract Parameters used in laser powder bed fusion (LPBF) process are key factors that influence the surface integrity and thus mechanical properties of Inconel 718 components fabricated by additive manufacturing (AM) technique. For this reason, various parameters with different settings through trial and error approach have used by AM community to fabricate Inconel 718 components. These AM fabricated components generally required post treatment or processing including finish machining, to enhance their surface properties. This study presents a systematic investigation on the effect of volumetric energy density, and various LPBF processing parameters including laser power, layer thickness, and scanning speed on the as-printed specimens and the surface integrity aspects, namely surface quality, porosity, and microhardness. Furthermore, using machining operations specifically finish milling on these specimens under constant machining parameters, the effect of as-printed conditions on the machinability responses including burr formation, cutting forces are evaluated accordingly. Moreover, the interrelationship between LPBF processing parameters-machining-surface and subsurface aspects are also examined. This study reveals that LPBF additive manufacturing parameters have remarkable influence on the printed Inconel 718 specimens. Results also showed that parameters including laser power, scanning speed and layer thickness also have an effect on both the machinability and final surface and subsurface properties of the AM fabricated Inconel 718 specimens. It should be also noted that there is a notable relationship between volumetric energy density and the machinability of the AM printed Inconel 718.
摘要激光粉末床熔融(LPBF)工艺参数是影响增材制造(AM)技术制备的Inconel 718零件表面完整性和力学性能的关键因素。因此,AM社区通过试错法使用不同设置的各种参数来制造Inconel 718组件。这些增材制造的部件通常需要后处理或加工,包括精加工,以提高其表面性能。本研究系统地研究了体积能量密度、激光功率、层厚和扫描速度等LPBF加工参数对打印样品和表面完整性(即表面质量、孔隙率和显微硬度)的影响。此外,在恒定的加工参数下,使用加工操作,特别是对这些样品进行精加工,相应地评估打印条件对可加工性响应的影响,包括毛刺形成,切削力。此外,还研究了LPBF加工参数-加工表面和次表面之间的相互关系。研究表明,LPBF增材制造工艺参数对印出的Inconel 718试样有显著影响。结果还表明,激光功率、扫描速度和层厚等参数对增材制造的Inconel 718试样的可加工性、最终表面和亚表面性能都有影响。还应该指出的是,体积能量密度和增材制造的Inconel 718的可加工性之间存在着显著的关系。
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引用次数: 5
Experimental study on the effect of tool parameters on the vibrational characteristic of ultrasonic vibration-assisted drilling system 刀具参数对超声振动辅助钻井系统振动特性影响的实验研究
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2021-12-21 DOI: 10.1080/10910344.2021.1998828
Wenbo Bie, Bo Zhao, Xiaobo Wang, Yi Wang, Baoqi Chang
Abstract In ultrasonic vibration-assisted drilling (UVAD), the processing stability is strongly influenced by the ultrasonic vibration system's vibrational characteristics. The effect of tool parameters on UVAD's vibrational characteristic was experimentally studied and theoretically analyzed in this paper. Firstly, a measurement experiment was designed to assess the above effect in three various tools under different loads. The relationship between the ultrasonic power and amplitude was used to indirectly monitor the ultrasonic amplitude variation, which was corroborated by the UVAD test results. The ultrasonic amplitude and power were mainly controlled by the stiffness coefficient, while the damping coefficient effect could be ignored. Furthermore, the tool vibration frequency exhibited an increasing trend with the load value. Finally, the effects of the stiffness coefficient and damping coefficient on the vibrational characteristics were theoretically substantiated. The results of this study are considered instrumental in selecting tool and process parameters in ultrasonic machining.
在超声振动辅助钻井(UVAD)中,超声振动系统的振动特性对加工稳定性有很大影响。本文对刀具参数对UVAD振动特性的影响进行了实验研究和理论分析。首先,设计了一个测量实验来评估三种不同工具在不同载荷下的上述效果。利用超声功率与振幅的关系间接监测超声振幅的变化,UVAD试验结果证实了这一点。超声振幅和功率主要由刚度系数控制,阻尼系数的影响可以忽略不计。刀具振动频率随载荷值的增大而增大。最后,从理论上验证了刚度系数和阻尼系数对振动特性的影响。研究结果对超声加工中刀具和工艺参数的选择具有指导意义。
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引用次数: 2
Influence of milling process parameters and significance of tools to improve the surface quality of GFRP composites 铣削工艺参数对提高GFRP复合材料表面质量的影响及刀具的意义
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2021-12-02 DOI: 10.1080/10910344.2021.1998830
I. Prasanth, D. Ravishankar, M. Manzoor Hussain, Chandra Mouli Badiganti
Abstract The anisotropic nature of polymer composites presents many challenges for manufacturers to adopt appropriate machining processes. In the present investigation, end milling experiments were conducted on glass fiber reinforced polymer laminates with five varieties of customized cutting tools with different angles of rake and clearance. The performance of the tools was evaluated in terms of their machining force, surface roughness and delamination factor at spindle speeds in the range of 690–2500 rpm. From the observations, relatively high rake and angled clearance tools performed better than the rest of the tools under consideration in terms of delamination and machined surface finishing. The milling operations performed at a spindle speed of 1950 rpm produced better surface quality. Observations from SEM graphs, exposed surface defects due to milling, generated at lower spindle speeds of 690 rpm and at higher spindle speeds of 2500 rpm with the tool signature of low angle rake and angled clearance tools out of all five tools considered for the experiments.
摘要聚合物复合材料的各向异性给制造商采用合适的加工工艺带来了许多挑战。在本研究中,使用5种不同前角和间隙的定制刀具对玻璃纤维增强聚合物层合板进行了立铣削实验。在主轴转速为690-2500转/分的范围内,对刀具的加工力、表面粗糙度和分层系数进行了评估。从观察结果来看,相对较高的前角和角度间隙刀具在分层和机械表面精加工方面比其他刀具表现更好。在主轴转速为1950 rpm时进行的铣削操作产生了更好的表面质量。从SEM图中观察到,由于铣削而暴露的表面缺陷,在较低的主轴转速为690转/分和较高的主轴转速为2500转/分时产生,在实验中考虑的所有五种刀具中,刀具特征为低角度前倾角和角度间隙刀具。
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引用次数: 2
Generation of high aspect ratio complex micro-features by micro-electrochemical milling employing novel flushing technique 利用新型冲洗技术进行微细电化学铣削加工,生成高纵横比复杂的微特征
IF 2.7 4区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2021-11-08 DOI: 10.1080/10910344.2021.1971713
K. Mishra, B. Sarkar, B. Bhattacharyya
Abstract Fabrication of high aspect ratio (HAR) complex micro features on high strength temperature resistant (HSTR) alloys is challenging by any conventional or non-conventional machining methods. In this study blind, HAR and complex micro features have been fabricated by micro electrochemical milling (MEM) on HSTR Cobalt alloy (Haynes-188) introducing a new strategic approach with novel flushing technique which could get rid of the need of pulsed DC power supply. Multiphysics simulation of the rotating micro-tool at different rpm and its impact on effective sludge removal has been analyzed and verified experimentally. In this study, most influencing parameters of MEM like voltage, feed rate, rpm of tool and milling layer depth have been selected to investigate their effects on the machining responses like width overcut, machined depth and surface roughness on Haynes-188 alloy. Comparison has also been made with constant and pulsed DC power source to know the influence of these process parameters on the MEM responses. Finally, several linear and non-linear blind, HAR (AR > 11) and intricate micro features have been fabricated successfully on cobalt alloy at the most suitable parametric combination, i.e., 7.5 V of machining voltage, feed rate of 0.3 mm/min, and tool rotation of 750RPM with 0.5 M of NaNO3 electrolyte.
摘要在高强度耐温(HSTR)合金上制备高纵横比(HAR)复杂微特征是任何传统或非传统加工方法都具有挑战性的。在本研究中,通过在HSTR钴合金(Haynes-188)上进行微电化学铣削(MEM),制备了盲、HAR和复杂的微观特征,引入了一种新的策略方法和新的冲洗技术,可以摆脱脉冲直流电源的需要。对不同转速下旋转微工具的多物理模拟及其对污泥有效去除的影响进行了实验分析和验证。在本研究中,选择了MEM等最具影响的参数,如电压、进给速度、刀具转速和铣削层深度,以研究它们对Haynes-188合金加工响应的影响,如宽度过切、加工深度和表面粗糙度。还与恒定和脉冲直流电源进行了比较,以了解这些工艺参数对MEM响应的影响。最后,在最合适的参数组合(即7.5)下,在钴合金上成功地制备了几个线性和非线性盲、HAR(AR>11)和复杂的微观特征 加工电压的V,进给速率为0.3 mm/min,刀具旋转750RPM,0.5 M的NaNO3电解质。
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引用次数: 1
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Machining Science and Technology
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