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3D surface profile diagnosis using digital image processing for laboratory use 被引量:2
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作者 Robert FRISCHER Ondrej KREJCAR +1 位作者 Ali SELAMAT Kamil KUCA 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第3期811-823,共13页
The measurement of the surface quality and the profile preciseness is major issues in many industrial branches such that the surface quality of semi products directly affects the subsequent production steps.Although,t... The measurement of the surface quality and the profile preciseness is major issues in many industrial branches such that the surface quality of semi products directly affects the subsequent production steps.Although,there are many ways to obtain required data,the hardware necessary for the measurements such as 2D or 3D scanners,depending on the problem’s complexity,is too expensive.Therefore,in this paper,what we put forward as a novelty is an algorithm which is verified on the model of simple 3D scanner on the image processing basis with the resolution of 0.1 mm.There are many ways to scan surface profile;however,the image processing currently is the most trending topic in industry automation.Most importantly,in order to obtain surface images,standard high resolution reflex camera is used and thus the post processing could be realized with MatLab as the software environment.Therefore,this solution is an alternative to the expensive scanners,and single-purpose devices could be extended by many additional functions. 展开更多
关键词 profile diagnostics image processing 3D surface MatLab measurement
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Influence of Al_2O_3 particles on the microstructure and mechanical properties of copper surface composites fabricated by friction stir processing 被引量:2
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作者 L.SUVARNA RAJU A.KUMAR 《Defence Technology(防务技术)》 SCIE EI CAS 2014年第4期375-383,共9页
The influence of three factors, such as volume percentage of reinforcement particles(i.e. Al2O3), tool tilt angle and concave angle of shoulder, on the mechanical properties of Cue Al2O3 surface composites fabricated ... The influence of three factors, such as volume percentage of reinforcement particles(i.e. Al2O3), tool tilt angle and concave angle of shoulder, on the mechanical properties of Cue Al2O3 surface composites fabricated via friction stir processing was studied. Taguchi method was used to optimize these factors for maximizing the mechanical properties of surface composites. The fabricated surface composites were examined by optical microscope for dispersion of reinforcement particles. It was found that Al2O3 particles are uniformly dispersed in the stir zone. The tensile properties of the surface composites increased with the increase in the volume percentage of the Al2O3 reinforcement particles.This is due to the addition of the reinforcement particles which increases the temperature of recrystallization by pinning the grain boundaries of the copper matrix and blocking the movement of the dislocations. The observed mechanical properties are correlated with microstructure and fracture features. 展开更多
关键词 表面复合材料 材料力学性能 颗粒 搅拌 制造 摩擦 Taguchi法 微观
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Automatic Detection of Steel Ball's Surface Flaws Based on Image Processing 被引量:1
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作者 于正林 谭微 +1 位作者 杨东林 曹国华 《Defence Technology(防务技术)》 SCIE EI CAS 2007年第3期209-214,共6页
A new method to detect steel ball's surface flaws is presented based on computer techniques of image processing and pattern recognition. The steel ball's surface flaws is the primary factor causing bearing fai... A new method to detect steel ball's surface flaws is presented based on computer techniques of image processing and pattern recognition. The steel ball's surface flaws is the primary factor causing bearing failure. The high efficient and precision detections for the surface flaws of steel ball can be conducted by the presented method, including spot, abrasion, burn, scratch and crack, etc. The design of main components of the detecting system is described in detail including automatic feeding mechanism, automatic spreading mechanism of steel ball's surface, optical system of microscope, image acquisition system, image processing system. The whole automatic system is controlled by an industrial control computer, which can carry out the recognition of flaws of steel ball's surface effectively. 展开更多
关键词 计算机应用 钢球 表面裂痕 图像加工
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An automatic grid generation approach over free-form surface for architectural design 被引量:11
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作者 苏亮 祝顺来 +1 位作者 肖南 高博青 《Journal of Central South University》 SCIE EI CAS 2014年第6期2444-2453,共10页
An essential step for the realization of free-form surface structures is to create an efficient structural gird that satisfies not only the architectural aesthetics,but also the structural performance.Employing the ma... An essential step for the realization of free-form surface structures is to create an efficient structural gird that satisfies not only the architectural aesthetics,but also the structural performance.Employing the main stress trajectories as the representation of force flows on a free-form surface,an automatic grid generation approach is proposed for the architectural design.The algorithm automatically plots the main stress trajectories on a 3D free-form surface,and adopts a modified advancing front meshing technique to generate the structural grid.Based on the proposed algorithm,an automatic grid generator named "St-Surmesh" is developed for the practical architectural design of free-form surface structure.The surface geometry of one of the Sun Valleys in Expo Axis for the Expo Shanghai 2010 is selected as a numerical example for validating the proposed approach.Comparative studies are performed to demonstrate how different structural grids affect the design of a free-form surface structure. 展开更多
关键词 grid generation free-form surface structure architectural geometry stress trajectory advancing front meshing technique
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Study of the Contact Force in Free-form Surfaces Compliant EDM Polishing by Robot 被引量:2
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作者 ZHAN Jian-ming 1, ZHAO Ji 2, XU Shu-xin 1, ZHU Pei-xi ng 1 (1. College of Mechanical Science and Engineering, Jilin University, Changchun 130022, China 2. Office of Education Administration, Jilin University, Changchun 130012, Chin a) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期69-,共1页
With an elastic negative pole being driven by ultra so nic vibration and being moved along the surface of work-piece compliantly by ro bot, a new kind of effective EDM, the compliant EDM, cuts the electrically condu c... With an elastic negative pole being driven by ultra so nic vibration and being moved along the surface of work-piece compliantly by ro bot, a new kind of effective EDM, the compliant EDM, cuts the electrically condu ctive materials away and polishes work-piece of free-form surface. The study o f the contact force between the end of polishing tool and the surface of work-p iece is the key for the compliant EDM to study its cutting mechanism and to make better use of it. This paper makes a model for the contact force and verifies i t by experiments and simulation based on the theory of elastic body kinetics and dynamic stress concentration. The research work shows that this contact force i s caused by both the electrical impulsion of EDM and the mechanical force of ult rasonic vibration, the discharge frequency of compliant EDM has a much more clos er connection with the vibration frequency of polishing tool rather than the fre quency of ultrasonic vibration. 展开更多
关键词 ROBOT compliant EDM polishing free-form surfac es contract force
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Influence of volume percentage of NanoTiB2 particles on tribological&mechanical behaviour of 6061-T6 Al alloy nano-surface composite layer prepared via friction stir process 被引量:1
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作者 V.Kishan Aruri Devaraju K.Prasanna Lakshmi 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2017年第1期16-21,共6页
The aim of present study is to analyze the influence of volume percentage(vol.%) of nano-sized particles(TiB_2: average size is 35 nm) on microstructure, mechanical and tribological behavior of 6061-T6 Al alloy surfac... The aim of present study is to analyze the influence of volume percentage(vol.%) of nano-sized particles(TiB_2: average size is 35 nm) on microstructure, mechanical and tribological behavior of 6061-T6 Al alloy surface nano composite prepared via Friction stir process(FSP). The microstructure of the fabricated surface nanocomposites is examined using optical microscopy(OM) and scanning electron microscope(SEM) for distribution of TiB_2 nano reinforcement particles, thickness of nano composite layer formed on the Aluminum alloy substrate and fracture features. The depth of surface nano composite layer is measured as 3683.82 m m along the cross section of stir zone of nano composite perpendicular to FSP. It was observed that increase in volume percentage of TiB_2 particles, the microhardness is increased up to132 Hv and it is greater than as-received Al alloy's microhardness(104 Hv). It is also observed that at 4volume percentage higher tensile properties exhibited as compared with the 2 and 8 vol. %. It is found that high wear resistance exhibited at 4 volume percentage as-compared with the 2 and 8 vol. %. The observed wear and mechanical properties are interrelated with microstructure, fractography and worn morphology. 展开更多
关键词 Friction stir process Al alloy surface nano composites Tensile TRIBOLOGY
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Multiple-response optimization for melting process of aluminum melting furnace based on response surface methodology with desirability function 被引量:3
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作者 周孑民 王计敏 +2 位作者 闫红杰 李世轩 贵广臣 《Journal of Central South University》 SCIE EI CAS 2012年第10期2875-2885,共11页
To reduce the fuel consumption and emissions and also enhance the molten aluminum quality, a mathematical model with user-developed melting model and burning capacity model, were established according to the features ... To reduce the fuel consumption and emissions and also enhance the molten aluminum quality, a mathematical model with user-developed melting model and burning capacity model, were established according to the features of melting process of regenerative aluminum melting furnaces. Based on validating results by heat balance test for an aluminum melting furnace, CFD (computational fluid dynamics) technique, in association with statistical experimental design were used to optimize the melting process of the aluminum melting furnace. Four important factors influencing the melting time, such as horizontal angle between burners, height-to-radius ratio, natural gas mass flow and air preheated temperature, were identified by PLACKETT-BURMAN design. A steepest descent method was undertaken to determine the optimal regions of these factors. Response surface methodology with BOX-BEHNKEN design was adopted to further investigate the mutual interactions between these variables on RSD (relative standard deviation) of aluminum temperature, RSD of furnace temperature and melting time. Multiple-response optimization by desirability function approach was used to determine the optimum melting process parameters. The results indicate that the interaction between the height-to-radius ratio and horizontal angle between burners affects the response variables significantly. The predicted results show that the minimum RSD of aluminum temperature (12.13%), RSD of furnace temperature (18.50%) and melting time (3.9 h) could be obtained under the optimum conditions of horizontal angle between burners as 64°, height-to-radius ratio as 0.3, natural gas mass flow as 599 m3/h, and air preheated temperature as 639 ℃. These predicted values were further verified by validation experiments. The excellent correlation between the predicted and experimental values confirms the validity and practicability of this statistical optimum strategy. 展开更多
关键词 aluminum melting furnace melting process response surface methodology desirability function multiple response parameter optimization numerical simulation PLACKETT-BURMAN design BOX-BEHNKEN design
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Research on the Fault Monitoring System in Free-form Surface CNC Machining Based on Wavelet Analysis
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作者 XU Shu-xin 1, ZHAO Ji 2, ZHAN Jian-ming 1, LE Guan 1 (1. College of Mechanical Science and Engineering, Jilin University, Changchun 130022, China 2. Office of Education Administration, Jilin University, Changchun 130012, Chi na) 《厦门大学学报(自然科学版)》 CAS CSCD 北大核心 2002年第S1期72-73,共2页
Carrying out experiments and researches on tool bre ak age and undercut of work-piece of free-form surface by using wavelet analysis, both the fault features can be extracted in a special frequency segment of wave let... Carrying out experiments and researches on tool bre ak age and undercut of work-piece of free-form surface by using wavelet analysis, both the fault features can be extracted in a special frequency segment of wave let decompose. According to the feature of transient fault, the author proposes for the first time the automatic determination technology of the threshold by us e of the adaptive filter characteristic of wavelet transform. Based on profound researches on steady fault feature, this dissertation makes an effective token o f steady fault feature by using wavelet energy method, and proposes the new idea to identify cut-in case and cut-out case, thereby successfully gives an uniqu e description quantitatively on the characterization of the variation of fault a nd cutting condition in the monitoring system. 展开更多
关键词 wavelet analysis free-form surfaces CNC mach ining monitoring system
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Optimization of process parameters of aluminum alloy AA 2014-T6 friction stir welds by response surface methodology 被引量:7
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作者 Ramanjaneyulu KADAGANCHI Madhusudhan Reddy GANKIDI Hina GOKHALE 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2015年第3期209-219,共11页
The heat treatable aluminum-copper alloy AA2014 finds wide application in the aerospace and defence industry due to its high strength-toweight ratio and good ductility. Friction stir welding(FSW) process, an emerging ... The heat treatable aluminum-copper alloy AA2014 finds wide application in the aerospace and defence industry due to its high strength-toweight ratio and good ductility. Friction stir welding(FSW) process, an emerging solid state joining process, is suitable for joining this alloy compared to fusion welding processes. This work presents the formulation of a mathematical model with process parameters and tool geometry to predict the responses of friction stir welds of AA 2014-T6 aluminum alloy, viz yield strength, tensile strength and ductility. The most influential process parameters considered are spindle speed, welding speed, tilt angle and tool pin profile. A four-factor, five-level central composite design was used and a response surface methodology(RSM) was employed to develop the regression models to predict the responses.The mechanical properties, such as yield strength(YS), ultimate tensile strength(UTS) and percentage elongation(%El), are considered as responses. Method of analysis of variance was used to determine the important process parameters that affect the responses. Validation trials were carried out to validate these results. These results indicate that the friction stir welds of AA 2014-T6 aluminum alloy welded with hexagonal tool pin profile have the highest tensile strength and elongation, whereas the joints fabricated with conical tool pin profile have the lowest tensile strength and elongation. 展开更多
关键词 焊接工艺参数 搅拌摩擦焊 铝合金焊接 响应面分析法 抗拉强度 优化 焊接接头 屈服强度
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Dynamic analysis of elastic screen surface with multiple attached substructures and experimental validation 被引量:2
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作者 王宏 刘初升 +2 位作者 彭利平 蒋小伟 冀连权 《Journal of Central South University》 SCIE EI CAS 2012年第10期2910-2917,共8页
A feasible method to improve the reliability and processing efficiency of large vibrating screen via the application of an elastic screen surface with multiple attached substructures (ESSMAS) was proposed. In the ES... A feasible method to improve the reliability and processing efficiency of large vibrating screen via the application of an elastic screen surface with multiple attached substructures (ESSMAS) was proposed. In the ESSMAS, every screen rod, with ends embedded into elastomer, is coupled to the main screen structure in a relatively flexible manner. The theoretical analysis was conducted, which consists of establishing dynamic model promoted from the fuzzy structure theory as well as calculating for the equivalent stiffness of each attached structure. According to the numerical simulation using the NEWMARK-fl integration method, this assembling pattern significantly leads to the screen surface/rod having larger vibration intensity than that of the corresponding position on screen structure, which specifically, with an averaged acceleration amplitude increasing ratio of 11.37% in theoretical analysis and 20.27% in experimental test. The experimental results, within a tolerant error, also confirm the established model and demonstrate the feasibility of ESSMAS. 展开更多
关键词 mineral processing vibrating screen elastic screen surface attached substructures dynamic analysis reliability processing efficiency
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Ballistic behavior of boron carbide reinforced AA7075 aluminium alloy using friction stir processing-An experimental study and analytical approach 被引量:1
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作者 I.SUDHAKAR G.MADHUSUDHAN REDDY K.SRINIVASA RAO 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2016年第1期25-31,共7页
High strength-to-weight ratio of non-ferrous alloys, such as aluminium, magnesium and titanium alloys, are considered to be possible replacement of widely accepted steels in transportation and automobile sectors. Amon... High strength-to-weight ratio of non-ferrous alloys, such as aluminium, magnesium and titanium alloys, are considered to be possible replacement of widely accepted steels in transportation and automobile sectors. Among these alloys, magnesium is self explosive and titanium is costlier, and aluminium is most likely to replace steels. Application of aluminium or its alloys is also thought of as an appropriate replacement in defence field, especially to enhance the easiness in mobility of combat vehicles while maintaining the same standard as that of conventional armour grade steels. Hence most of the investigations have been confined to aluminium or its alloys as base material and open an era of developing the newer composite materials to address the major limitation, i.e. tribological properties. The surface composites can be fabricated by incorporating the ceramic carbides like silicon carbide, carbides of transition metals and oxides of aluminium using surface modification techniques, such as high energy laser melt treatment, high energy electron beam irradiation and thermal spray process which are based on fusion route. These techniques yield the fusion related problems, such as interfacial reaction, pin holes, shrinkage cavities or voids and other casting related defects, and pave the way to need of an efficient technique which must be based on solid state. Recently developed friction stir processing technique was used in the present investigation for surface modification of AA7075 aluminum alloy, which is an alternative to steels. In the present investigation, 160 μm sized boron carbide powder was procured and was reduced to 60 μm and 30 μm using high energy ball mill. Subsequently these powders were used to fabricate the surface composites using friction stir processing.Ballistic performance testing as per the military standard(JIS.0108.01) was carried out. In the present work, an analytical method of predicting the ballistic behavior of surface composites was developed. This method was based on energy balance, i.e., the initial energy of impact is same as that of energy absorbed by multi layers. An attempt also has been made to validate the analytical results with the experimental findings. Variation between the analytical and experimental results may be accounted due to the assumptions considering such as isotropic behavior of target and shearing area of contact as cylindrical instead of conical interface As the analytical model yields the ballistic performance in the closer proximity of experimentally obtained, it can be considered to be an approximation to evaluate the ballistic performance of targets. 展开更多
关键词 AA7075 aluminium alloy Friction stir processing(FSP) surface metal matrix composite(SMMC) Boron carbide(B4C) Ballistic performance TARGET
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Influence of process parameters on physical dimensions of AA6063 aluminium alloy coating on mild steel in friction surfacing 被引量:2
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作者 B.VIJAYA KUMAR G.MADHUSUDHAN REDDY T.MOHANDAS 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2015年第3期275-281,共7页
An attempt is made in the present study to obtain the relationships among process parameters and physical dimensions of AA6063 aluminium alloy coating on IS2062 mild steel obtained through friction surfacing and their... An attempt is made in the present study to obtain the relationships among process parameters and physical dimensions of AA6063 aluminium alloy coating on IS2062 mild steel obtained through friction surfacing and their impact on strength and ductility of the coating. Factorial experimental design technique was used to investigate and select the parameter combination to achieve a coating with adequate strength and ductility. Spindle speed, axial force and table traverse speed were observed to be the most significant factors on physical dimensions. It was observed that the thickness of the coating decreased as the coating width increased. In addition, the width and thickness of the coatings are higher at low and high torques. At intermediate torque values, when the force is high, the width of the coating is high, and its thickness is thin; and when the force is low, the width and thickness are low. The interaction effect between axial force(F)-table traverse speed(Vx) and spindle speed(N)-table traverse speed(Vx) produced an increasing effect on coating width and thickness, but other interactions exhibited decreasing influence. It has also been observed that sound coatings could be obtained in a narrow set of parameter range as the substrate-coating materials are metallurgically incompatible and have a propensity to form brittle intermetallics. 展开更多
关键词 合金涂层 摩擦表面 尺寸 物理 工艺参数 碳钢 涂层厚度 试验设计技术
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Processing Defect Analysis and Nondestructive Evaluation Technology for Si_3N_4 Bearing Ball 被引量:1
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作者 杨铁滨 王黎钦 +1 位作者 古乐 郑德志 《Defence Technology(防务技术)》 SCIE EI CAS 2008年第3期218-224,共7页
Researches on the processing method of ceramic bearing ball,the formation and propagation of defects in the manufacturing and the nondestructive evaluation(NDE) are summarized in this paper.The key for successful proc... Researches on the processing method of ceramic bearing ball,the formation and propagation of defects in the manufacturing and the nondestructive evaluation(NDE) are summarized in this paper.The key for successful processing of high strength ceramic balls is to avoid producing related defects.Many investigations show that the material microstructures,defects as well as mechanical processing parameters influence the final surface quality significantly.Most of NDE technologies,such as radiation,ultrasonic,dye-penetration and laser scatter,have been studied for ceramic bearing ball surface inspection around the world.So far,the difficulties to develop the perfect NDE system for ceramic bearing balls,which are caused by the defect variety and surface unfolding,have not been overcome yet. 展开更多
关键词 滚动轴承 氮化硅瓷 物质材料 技术性能
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激光构建超疏水表面的研究进展 被引量:2
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作者 李杰 王宇科 +4 位作者 石文天 郭云杰 陆彦宁 付硕 路祎祎 《化工进展》 北大核心 2025年第3期1432-1444,共13页
超疏水表面在诸多领域有广泛的应用前景,现已发展出多种制备方法。激光加工技术作为一种绿色、高效的非接触式加工方法,在超疏水表面的制备上具有独特的优势。本文首先以表面润湿理论为基础,简述了激光加工表面的特点及图案类型,从激光... 超疏水表面在诸多领域有广泛的应用前景,现已发展出多种制备方法。激光加工技术作为一种绿色、高效的非接触式加工方法,在超疏水表面的制备上具有独特的优势。本文首先以表面润湿理论为基础,简述了激光加工表面的特点及图案类型,从激光一步制备、激光与化学修饰结合制备及激光与其他技术复合制备超疏水表面三方面概述了近年来对不同材料超疏水表面的激光构建方法,分析了不同制备方式存在的优缺点;随后介绍了激光加工构建不同材料超疏水表面在防冰、集雾等领域的应用进展,对拓展不同材料的应用及使用性能的提升具有一定启发意义;最后,指出了现阶段激光加工构建超疏水表面存在的一些问题,激光对表面的影响、润湿理论、大规模应用及表面修复机制等方面的研究还有待深入探索,为制备出稳定、耐久的超疏水表面提供了更多可能性。 展开更多
关键词 激光加工 超疏水表面 润湿理论 表面处理
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复合能场作用下激光–液体耦合制造技术综述 被引量:1
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作者 刘洋 孙俊杰 +7 位作者 张朝阳 王玉峰 薛伟 孟领超 朱浩 徐坤 王京涛 晏恒峰 《航空制造技术》 北大核心 2025年第1期73-88,共16页
激光加工技术具有加工精度高和加工柔性大等特点,能够实现各种金属及非金属材料的多样化加工,在航空航天、汽车和船舶制造等工业领域得到广泛应用。然而,激光加工技术存在一定的局限性,比如超快激光加工效率较低,常规激光加工表面有热... 激光加工技术具有加工精度高和加工柔性大等特点,能够实现各种金属及非金属材料的多样化加工,在航空航天、汽车和船舶制造等工业领域得到广泛应用。然而,激光加工技术存在一定的局限性,比如超快激光加工效率较低,常规激光加工表面有热影响或重铸层。为解决这些问题,激光与液体复合加工技术应运而生并蓬勃发展。液体的引入提高了激光加工效率,并显著改善了加工质量。在加工过程中,液体扮演了冷却剂、润滑剂及清洗剂的角色,有助于消除热影响区和重铸层。在液体冷却和冲刷作用下,加工产物被快速带离加工区域,加工表面质量得到提高的同时加工效率得到了提升。全面回顾当前激光与液体复合加工领域的最新研究进展,重点综述水辅助激光加工技术和电解液辅助激光加工技术,并对它们未来的发展方向进行展望。 展开更多
关键词 复合能场 激光加工 液体辅助加工 先进制造 表面特性
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羊肚菌酶解工艺优化及酶解液挥发性风味物质分析 被引量:3
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作者 曾小峰 颜蜜 +5 位作者 盖智星 高伦江 尹旭敏 刁源 商桑 曾顺德 《食品工业科技》 北大核心 2025年第4期147-154,共8页
为优化羊肚菌酶解工艺,探究酶解液挥发性风味物质,研究采用响应面试验设计优化酶解工艺,顶空固相微萃取-气相色谱-质谱(Headspace-solid phase microextraction-gas chromatography-mass spectrometry,HS-SPMEGC-MS)结合香气活性值(Odor... 为优化羊肚菌酶解工艺,探究酶解液挥发性风味物质,研究采用响应面试验设计优化酶解工艺,顶空固相微萃取-气相色谱-质谱(Headspace-solid phase microextraction-gas chromatography-mass spectrometry,HS-SPMEGC-MS)结合香气活性值(Odor activity value,OAV)分析鉴定关键风味物质。结果表明,加酶量5000 U/g、pH6.7、酶解温度44℃、酶解时间2 h为最佳酶解工艺,此条件下水解度达34.11%;GC-MS分析共鉴定出挥发性风味物质23种,其中空白组17种,酶解组21种,酶解后风味物质含量增加了203.71%,醛类是最主要的挥发性风味物质,占整个风味物质的78.50%。进一步分析OAV≥1的化合物,空白组7种,酶解组9种,并确定异戊醛、苯乙醛、正己醛、苯甲醛、壬醛、芳樟醇、2-戊基呋喃、柠檬烯、萘为羊肚菌酶解液的关键风味化合物。该研究表明酶解可促进风味物质的释放,为羊肚菌的风味利用、调味料深加工开发提供数据基础。 展开更多
关键词 羊肚菌 酶解工艺 响应面法 风味 香气活性值(OAV)
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响应面法结合深度神经网络优化刺五加果多糖提取工艺 被引量:3
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作者 苏适 董立强 +3 位作者 黎莉 王双侠 王喜庆 张金凤 《包装与食品机械》 北大核心 2025年第2期66-74,共9页
为提高刺五加果多糖的提取率,提出基于Box-Behnken响应面法与深度神经网络模型(deep neural network,DNN)协同优化的微波辅助离子液体提取工艺。通过响应面设计,筛选微波功率、离子液体浓度、提取时间及料液比等参数,并构建二次回归模型... 为提高刺五加果多糖的提取率,提出基于Box-Behnken响应面法与深度神经网络模型(deep neural network,DNN)协同优化的微波辅助离子液体提取工艺。通过响应面设计,筛选微波功率、离子液体浓度、提取时间及料液比等参数,并构建二次回归模型;利用DNN模型解析多因素间非线性关系,优化工艺条件。结果表明,DNN模型得到的最优工艺条件为微波功率350 W、离子液体浓度0.6 mol/L、提取时间35 min、料液比1∶24(g/mL),多糖提取率为16.71%,高于响应面法优化的提取工艺结果。体外抗氧化试验显示,刺五加果多糖对羟基自由基、DPPH自由基和ABTS^(+)·自由基的半数抑制浓度(IC_(50))分别为2.36,2.05,2.47 mg/mL。研究为刺五加果在功能性食品及抗衰老保健品开发中的应用提供理论依据。 展开更多
关键词 刺五加果 多糖 工艺优化 响应面法 深度神经网络 抗氧化活性
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TC4钛合金轴向超声振动辅助电火花铣削加工试验研究 被引量:1
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作者 王岩 王雯瑀 +2 位作者 董颖怀 樊凌峰 刘启航 《制造技术与机床》 北大核心 2025年第3期25-32,共8页
超声振动有助于改善电火花加工的表面形貌,但超声振动的加入也使得其材料去除机理更加复杂,难以形成标准化的工艺过程。为全面了解轴向超声振动辅助电火花加工的工艺特点,对TC4工件分别进行电火花铣削加工和轴向超声振动辅助电火花铣削... 超声振动有助于改善电火花加工的表面形貌,但超声振动的加入也使得其材料去除机理更加复杂,难以形成标准化的工艺过程。为全面了解轴向超声振动辅助电火花加工的工艺特点,对TC4工件分别进行电火花铣削加工和轴向超声振动辅助电火花铣削加工。选取不同的峰值电流、脉冲宽度、脉冲间隙和超声振幅进行单因素试验,并分析其表面粗糙度Ra。结果表明将轴向超声振动引入电火花铣削加工能够使表面粗糙度下降5.5%~18.9%,轴向超声振动的加入改变了极间能量分配关系,并减少了用于材料去除的能量。该研究为轴向超声振动辅助电火花铣削工艺的理论分析提供了数据支持,并为工艺参数选择提供了重要参考。 展开更多
关键词 超声振动 电火花加工 铣削工艺 表面形貌 TC4
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芪葛颗粒干法制粒工艺优化及其物理指纹图谱建立 被引量:1
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作者 李航 周恩丽 +3 位作者 汪盛华 张欣 肖伟 王振中 《中成药》 北大核心 2025年第2期401-407,共7页
目的优化芪葛颗粒干法制粒工艺,并建立其物理指纹图谱。方法正交试验优化干燥工艺,单因素试验优化填充剂、矫味剂。以送料速度、轧轮转速、轧轮压力为影响因素,一次成型率、吸湿率、溶化率、休止角的综合评分为评价指标,Box-Behnken响... 目的优化芪葛颗粒干法制粒工艺,并建立其物理指纹图谱。方法正交试验优化干燥工艺,单因素试验优化填充剂、矫味剂。以送料速度、轧轮转速、轧轮压力为影响因素,一次成型率、吸湿率、溶化率、休止角的综合评分为评价指标,Box-Behnken响应面法优化干法制粒工艺。结果最佳干燥工艺为一区、二区、三区加热温度130、125、120℃,履带传送频率10 Hz,浸膏相对密度1.2;最佳填充剂为糊精;最佳矫味剂为0.5%甜菊糖苷和0.5%甜橙香精;最佳干法制粒工艺为送料速度28 Hz,轧轮速度17 Hz,轧轮压力7 MPa,综合评分为0.7465。15批样品物理指纹图谱相似度均大于0.98。结论该工艺稳定可行,可为芪葛颗粒的工业化生产提供参考。 展开更多
关键词 芪葛颗粒 干法制粒工艺 物理指纹图谱 Box-Behnken响应面法
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超声协同中性蛋白酶辅助提取青鱼皮明胶的响应面优化工艺研究 被引量:1
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作者 陈文娟 陈建福 庄远红 《渔业现代化》 北大核心 2025年第1期110-118,共9页
为探究青鱼皮明胶的最佳提取工艺,提高青鱼的附加产值。以青鱼皮为原料,以明胶提取率为响应值,基于单因素试验结果,选定关键工艺参数超声时间、酶用量、酶解时间和酶解温度进行Box-Behnken试验设计,探讨各参数及其交互作用对明胶提取率... 为探究青鱼皮明胶的最佳提取工艺,提高青鱼的附加产值。以青鱼皮为原料,以明胶提取率为响应值,基于单因素试验结果,选定关键工艺参数超声时间、酶用量、酶解时间和酶解温度进行Box-Behnken试验设计,探讨各参数及其交互作用对明胶提取率的影响,构建了回归模型,并用红外光谱对所取的明胶进行表征。结果显示:青鱼皮明胶的最佳提取工艺条件为:超声时间125 min、酶用量0.22%、酶解时间154 min和酶解温度45℃,在此条件下进行3次平行试验验证,得到的青鱼皮明胶提取率平均值为18.28%,与预测值之间的相对误差仅为0.22%,这充分证明了所建回归模型的可靠性和高精度。红外光谱表明所提取的物质具有明胶的基本特征。该研究为青鱼皮资源在明胶的开发与应用提供技术参考。 展开更多
关键词 超声 中性蛋白酶 青鱼皮 明胶 响应面优化工艺
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