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车间型测量机在动力总成检测的应用
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作者 高仕伟 《数控机床市场》 2014年第2期74-77,共4页
现代化的动力总成加工车间将配备高速、高精度的加工制造设备,网络化和数字化的控制平台对测量系统提出了更新、更高的技术要求。本文通过描述动力总成企业对检测规划、设备选型到测量系统的验收,再到动力总成生产线设备调试、设备验... 现代化的动力总成加工车间将配备高速、高精度的加工制造设备,网络化和数字化的控制平台对测量系统提出了更新、更高的技术要求。本文通过描述动力总成企业对检测规划、设备选型到测量系统的验收,再到动力总成生产线设备调试、设备验收至批量生产的几大工作步骤,阐述选择车间型测量机系统在整个过程中的重要性和必要性,从而得出了车间型测量机系统作为生产线规划布局中重要质量控制组成单元的必要性和优越性。 展开更多
关键词 车间型检测系统 测量效率 加工设 备能力
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The latest progress in research of plastics processing technology 被引量:5
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作者 Qu Jinping 《Engineering Sciences》 EI 2012年第1期20-29,37,共11页
According to the great demand for the" green" plastics processing technology of the low energy consumption, high efficiency and environmental protection in plastics industry, the plastics processing method and techn... According to the great demand for the" green" plastics processing technology of the low energy consumption, high efficiency and environmental protection in plastics industry, the plastics processing method and technology based on the elongation rheology, with continuing evolution and innovation of the plastics plasticating and conveying method, are presented and researched on the basis of the plastics dynamic processing method arid equipment, and the plastics plasticating and conveying process in the vane extrusion system, the technical characteristics and the applications of vane plasticating and conveying technology are discussed. The research results show that compared with the conventional processing equipment, this new technology and equipment shows many outstanding advantages, such as shortening the thermo-meehanical history of the plastics processing by more than 50 % , reducing the energy consumption by 30 % or so, improving the mixing and blending effects, improving the quality of the products and the adaptability to materials, etc. , and it is found that the new technology and equipment has special superiority in the fields of the processing for material systems, such as the multiphase and multicomponent composite materials, the shear heat sensitive macromolecular materials, etc. 展开更多
关键词 PLASTICS PROCESSING elongation deformation plasticating and conveying
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Experimental study on performance of flow & desulfurisation of a gas-liquid screen scrubber for wet flue gas desulfurization 被引量:2
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作者 方立军 惠世恩 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2007年第5期727-731,共5页
In the paper, the gas-liquid two-phase flow performance and desulfurisation performance of the gas-liquid screen scrubber were experimentally studied when limestone was used as absorbent. Experiments were carried out ... In the paper, the gas-liquid two-phase flow performance and desulfurisation performance of the gas-liquid screen scrubber were experimentally studied when limestone was used as absorbent. Experiments were carried out at varying the flue gas velocity and slurry flux in concurrent and countercurrent tower respectively. The experimental results showed that the flow resistance of absorber increased rapidly with an increase of the flue gas velocity whether in concurrent or in countereurrent tower, and the up trend of the flow resistance in the cotmtercurrent tower was higher than those in the concurrent one. The influence of the flue gas velocity on the flow resistance of absorber was more than those of the slurry flux density. Whether in the concurrent tower or in the cotmtercurrent one, increasing the flue gas velocity or the slurry flux density would enhance the desulphurization efficiency. The influence of the slurry flux density on the desulfurisation efficiency was greater than those of the flue gas velocity. 展开更多
关键词 gas-liquid screen scrubber wet flue gas desulfurisation (WFGD) flow resistance DESULPHURIZATION
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Tool Wear Prediction in Micro-end-milling with Hard Material 被引量:1
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作者 李欣 赵学平 +1 位作者 陈杰 门金来 《Journal of Shanghai Jiaotong university(Science)》 EI 2007年第3期359-363,共5页
The applications of micro machining have increased drastically in the last ten years. However, tools with less than lmm diameter using for micro-mills have very short and unpredictable life when they are used to cut h... The applications of micro machining have increased drastically in the last ten years. However, tools with less than lmm diameter using for micro-mills have very short and unpredictable life when they are used to cut hard metals. In this study, preliminary design of experiment (DOE) test program was conducted to investigate and i- dentify the factors affecting tool wear at the micro-scale with hard material. Analysis of variance (ANOVA) and Taguchi method were efficient to determine appropriate cutting condition and the effect of parameters. A simple model was also developed to predict the width of slots on the workpiece along the cutting length. The obtained re- suits can provide the basic guidelines for parameter setting of micro-end-milling with hard material. 展开更多
关键词 tool wear micro-end-milling design of experiment (DOE) stainless steel Taguchi method
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Periodic Packing Mode for Trickle-Bed Reactors: Experiments and Modeling 被引量:2
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作者 刘国柱 米镇涛 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2004年第3期372-378,共7页
A periodic packing mode of trickle-bed reactor (TBR) for the gas limited reaction was proposed. Hy-drogenation of 2-ethylanthraquinone over Pd/Al2O3 in a laboratory-scale TBR was taken as a test reaction for determini... A periodic packing mode of trickle-bed reactor (TBR) for the gas limited reaction was proposed. Hy-drogenation of 2-ethylanthraquinone over Pd/Al2O3 in a laboratory-scale TBR was taken as a test reaction for determining whether the periodic packing mode is advantageous. The effects of operating conditions and packing type on TBR performance were experimentally examined to demonstrate the cause-effect relationships. A mathe-matic model of TBR considering axial dispersion and fractional wetting was developed to quantitatively illuminate the reason of performance enhancement. 展开更多
关键词 trickle-bed reactor periodic packing mode MODELING HYDROGENATION 2- ethylanthraquinone
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Study on range interval distance of prestressed anchor bars using update backpropagation neural network 被引量:2
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作者 吴顺川 张友葩 高永涛 《Journal of Coal Science & Engineering(China)》 2003年第2期35-39,共5页
Taking the practical reinforced engineering of a reinforced soil retaining wall as an example, which located in Shandong Province and set on 104 national highway, the stress spread behaviors of the anchor bars in the ... Taking the practical reinforced engineering of a reinforced soil retaining wall as an example, which located in Shandong Province and set on 104 national highway, the stress spread behaviors of the anchor bars in the preforced proceeding were tested. According to the test data, and by use of the update backpropagation (BP) algorithm neural network(NN), the test method and it’s mechanism were studied by the network, then the learning results show the mean square error(MSE) only at the 2 55% level, and the proof testing results show the MSE at 4 38% level (the main aim is to build a NN directly from the in situ test results (the learning phase)). Ipso facto, the learning and adjustment abilities of the NN permit us to develop the test data, subsequently, 36 test data were acquired from the NN. By use of the provide data, as well as the failure situation and carried loading capacity of the retaining wall, finally, the choice the reasonable range interval distance of prestress cement grouting anchor bars were carried out, and the result was 2 m×2 m. 展开更多
关键词 prestressed anchor bar range interval distance NN backpropagation algorithm
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A robust tolerance design method based on process capability 被引量:2
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作者 曹衍龙 杨将新 +1 位作者 吴昭同 吴立群 《Journal of Zhejiang University Science》 CSCD 2004年第1期81-85,共5页
This paper presents a method for robust tolerance design in terms of Process Capability Indices (PCI) . The component tolerance and the suitable manufacturing processes can be selected based on the real manufacturing ... This paper presents a method for robust tolerance design in terms of Process Capability Indices (PCI) . The component tolerance and the suitable manufacturing processes can be selected based on the real manufacturing context. The robustness of design feasibility under the effect of uncertainties is also discussed. A comparison between the results obtained by the proposed model and other methods indicates that robust and reliable tolerance can be obtained. 展开更多
关键词 Tolerance design Robust design Process capability
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Prediction of Anthropometric Dimensions Based on Grey Incidence Analysis and ANFIS
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作者 丛杉 崔志英 张渭源 《Journal of Donghua University(English Edition)》 EI CAS 2007年第3期386-390,共5页
In order to select the efficient input variables of adaptive ncuro-fuzzy infence system (ANFIS)during the prediction anthropometric dimenions, grey incidence (GI) analysis, as a mastic method that ranks the sequen... In order to select the efficient input variables of adaptive ncuro-fuzzy infence system (ANFIS)during the prediction anthropometric dimenions, grey incidence (GI) analysis, as a mastic method that ranks the sequence of of lots of variables in complicated factors has been applled.According to the prediction accuracy (A) between the predicted values and actual measured values, the ANFISG1 model with the parameters selected by using the GI analysis were more correct and effective than those done by multiple regression model and the model with input parmeters nonelected. The model prediction accuracy △Regrauskn= 0.804 7〈 △ANE3CI=0.9725, which proves the nodel with few parameters is more correct and effective than the other merits. 展开更多
关键词 anthropometric dimensions GI ANFIS prediction approach
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Optimization of Wickerhamomyces anomalus Fermentation Conditions for Pectinase Production Based on Wet Processing of Arabica Coffee in Yunnan Province 被引量:2
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作者 ZHANG Shu-zhu MENG Jin +6 位作者 XUE Xiao-ran KONG De-ting TIE Li-ping HUANG Jia-xiong QIN Shi-wen HE Fei-fei SUO Yu-kai 《Agricultural Science & Technology》 CAS 2022年第3期30-39,共10页
In order to improve the pectin-degrading efficiency in wet processing of Arabica coffee in Yunnan, Box-Behnken design and single factor experiment were used to optimize the fermentation conditions of five pectinolytic... In order to improve the pectin-degrading efficiency in wet processing of Arabica coffee in Yunnan, Box-Behnken design and single factor experiment were used to optimize the fermentation conditions of five pectinolytic Wickerhamomyces anomalus strains from the fermentation broth of Arabica coffee in Baoshan, Yunnan during wet processing with pectase activity as an indicator. The results showed that the five strains all synthesized pectin lyase(PL), polygalacturonase(PG), and pectin methylesterase(PM).Among them, strain CAP5 had strong ability to produce PG and PL,while strain CAP4 secreted a large amount of PM. Under optimized conditions, the activity of PG, PL, and PM of the five strains came in at 250.17~411.20 U/mL, 12.98~16.55 U/mL, and 208.52~322.83 U/mL,respectively. The four factors of nitrogen source concentration,fermentation time, Mn2+ concentration, and pH value were optimized and the optimal pectinase-producing fermentation conditions for five strains were as follows: peptone 2.2 g/L, fermentation time 30 h, Mn2+ 1.5 mmol/L, and pH 4.3. After fermentation under the optimized conditions, the maximum PG activity of CAP5 amounted to 411.20 U/mL, 114.03% higher than that before optimization.Meanwhile, the PG activity of strains CAP3, CAP4, CAP8, and CAP10 increased by 86.74%, 114.55%, 65.79%, and 66.07%,respectively, and the activity of PL and PM of the five strains rose 150.35%~218.56% and 341.07%~418.52%, respectively. These findings suggested that W. anomalus strains could be used as coffee starter and had great potential for the lysis of pectin. 展开更多
关键词 Wickerhamomyces anomalus COFFEE Wet processing PECTINASE Box–Behnken design
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Process Planning and Scheduling Integration in an Open Manufacturing Environment
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作者 娄平 刘泉 +2 位作者 周祖德 全书海 方宝红 《Journal of Donghua University(English Edition)》 EI CAS 2009年第2期177-182,共6页
New open manufacturing environments have been proposed aiming at realizing more flexible distributed manufacturing paradigms,which can deal with not only dynamic changes in volume and variety of products,but also chan... New open manufacturing environments have been proposed aiming at realizing more flexible distributed manufacturing paradigms,which can deal with not only dynamic changes in volume and variety of products,but also changes of machining equipments,dispersals of processing locations,and also with unscheduled disruptions.This research is to develop an integrated process planning and scheduling system,which is suited to this open,dynamic,distributed manufacturing environment.Multi-agent system(MAS)approaches are used for integration of manufacturing processing planning and scheduling in an open distributed manufacturing environment,in which process planning can be adjusted dynamically and manufacturing resources can increase/decrease according to the requirements.One kind of multi-level dynamic negotiated approaches to process planning and scheduling is presented for the integration of manufacturing process planning and scheduling. 展开更多
关键词 multi-agent systems production scheduling process planning integrution negotialtion
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Modeling and optimization of cooling slope process parameters for semi-solid casting of A356 Al alloy 被引量:2
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作者 Hamed KHOSRAVI Reza ESLAMI-FARSANI Mohsen ASKARI-PAYKANI 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第4期961-968,共8页
Semi-solid processing (SSP) of A356 aluminum alloy was discussed via cooling slope (CS) method. The D-optimal design of experiment (DODE) was employed for experimental design and analysis of results. 38 random e... Semi-solid processing (SSP) of A356 aluminum alloy was discussed via cooling slope (CS) method. The D-optimal design of experiment (DODE) was employed for experimental design and analysis of results. 38 random experiments obtained by software were carried out. In experimental stage, the molten aluminum alloy was poured on an inclined plate with different lengths of 100, 300 and 500 mm set at 30°, 45° and 60° of slope angles respectively. Three different pouring temperatures of 660, 680 and 700 ℃ were also used. After the casting process, the partial re-melting treatment was carried out at 590 ℃ for different isothermal time of 5, 8 or 12 min. The combined effect of these factors on globularity of the primary α(Al) crystals was investigated and optimized using DODE. The results indicated that the primary dendritic phase in the conventionally cast A356 alloy was transformed into a non-dendritic one in ingots cast over a cooling plate. The CS processed samples exhibited a globular structure only after re-heating to semi-solid region. The optimum values of pouring temperature, cooling length, slope angle and isothermal holding time were found to be 660 ℃, 360 mm, 48°, and 9 min, respectively. In this case, the globularity of primary crystals was obtained, about 0.91. The obtained model is highly significant with a correlation coefficient of 0.9860. 展开更多
关键词 vA356 aluminum alloy cooling slope process MODELING D-optimal design of experiment
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CAE-Based Robust Optimization for Deep-Drawing Process of Sheet Metal Forming Using Grey Relational Analysis Method 被引量:2
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作者 谢延敏 于沪平 +1 位作者 陈军 阮雪榆 《Journal of Shanghai Jiaotong university(Science)》 EI 2007年第3期301-307,共7页
The theory of grey systems is a new technique for performing prediction, relational analysis and decision making in many areas. The grey relational analysis was used to optimize the deep-drawing process parameters wit... The theory of grey systems is a new technique for performing prediction, relational analysis and decision making in many areas. The grey relational analysis was used to optimize the deep-drawing process parameters with considerations of the multiple response (the wrinkle, crack and thinning variation). The deep-drawing parame- ters, such as the blank holding force (Fhh), the radii of punch and die (R1.R2), the coefficients of friction (μ1,μ2,μ3) are considered. An orthogonal array is used for the experimental design. The multiple response values are ob- tained making use of finite element analysis (FEA). Optimal process parameters are determined by the grey rela- tional grade obtained from the grey relational analysis for multi-performance characteristics (the wrinkle, crack and the thinning). The analysis of variance (ANOVA) for the grey relational grade is implemented. The results show that the quality of stamped parts can be improved effectively through the new approach. The grey relational analysis can be applied in sheet metal forming. 展开更多
关键词 grey relational analysis deep drawing multiple response robust design
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Analysis of a Failed Port Slope and Stabilization
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作者 闫澍旺 舒阳 楚剑 《Transactions of Tianjin University》 EI CAS 2005年第5期381-385,共5页
A nonmetal transportation port with soft soil foundation of Tianjin New Harbor failed during construction in 1997. The soil properties and geological changes before and after landslide were in- vestigated by in situ t... A nonmetal transportation port with soft soil foundation of Tianjin New Harbor failed during construction in 1997. The soil properties and geological changes before and after landslide were in- vestigated by in situ test means. The stability of the slope was estimated with several calculation methods, such as the simplified Bishop method and the non-circle analysis method. According to the investigation and analysis results, the factors that may cause the slope failure can be deter- mined as follows: excessive excavating, violating the normal construction procedure, excessive pore water pressure during earlier piling and sudden water-level fluctuation in front of the slope. Measures to improve the soil foundation for reconstructing the port include strengthening the failed slope with vibro sand piles, filling up the crushed stone layer, dividing the excavation into four steps and driving piles by larger intervals. The port now has been successfully reconstructed and begun operation. 展开更多
关键词 slope failure back analysis STABILIZATION soft clay
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Dynamic Bayesian Network Based Prognosis in Machining Processes
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作者 董明 杨志波 《Journal of Shanghai Jiaotong university(Science)》 EI 2008年第3期318-322,共5页
Condition based maintenance (CBM) is becoming more and more popular in equipment main-tenance. A prerequisite to widespread deployment of CBM technology and practice in industry is effective diagnostics and prognostic... Condition based maintenance (CBM) is becoming more and more popular in equipment main-tenance. A prerequisite to widespread deployment of CBM technology and practice in industry is effective diagnostics and prognostics. A dynamic Bayesian network (DBN) based prognosis method was investigated to predict the remaining useful life (RUL) for an equipment. First, a DBN based prognosis framework and specific steps for building a DBN based prognosis model were presented. Then, the corresponding inference algorithms for DBN based prognosis were provided. Finally, a prognosis procedure based on particle filtering algorithms was used to predict the RUL of drill-bits of a vertical drilling machine, which is commonly used in industrial process. Preliminary experimental results are promising. 展开更多
关键词 dynamic Bayesian network (DBN) PROGNOSIS remaining useful life
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An Improvement on Si-etching Tetramethyl Ammonium Hydroxide Solution
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作者 杨笛 余金中 +2 位作者 陈少武 樊中朝 李运涛 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2005年第1期48-50,共3页
An optimal concentration of the etching solution for deep etching of silicon, including 3% tetramethyl ammonium hydroxide and 0.3% (NH4)2S2O8, was achieved in this paper. For this etching solution, the etching rates o... An optimal concentration of the etching solution for deep etching of silicon, including 3% tetramethyl ammonium hydroxide and 0.3% (NH4)2S2O8, was achieved in this paper. For this etching solution, the etching rates of silicon and silicon dioxide were about 1.1μm·min-1 and 0.5nm·min-1, respectively. The etching ratio between (100) and (111) planes was about 34:1, and the etched surface was very smooth. 展开更多
关键词 SILICON silicon dioxide tetramethyl ammonium hydroxide etching rate
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Recycling of minute metal scraps by semisolid processing:Manufacturing of design materials 被引量:2
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作者 S.SUGIYAMA T.MER A J.YANAGIMOTO 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2010年第9期1567-1571,共5页
As a new attempt to recycle minute metal scraps, the possibility of manufacturing design materials by semisolid extrusion processing was shown.A design material with an intended shape, such as a character or petal sha... As a new attempt to recycle minute metal scraps, the possibility of manufacturing design materials by semisolid extrusion processing was shown.A design material with an intended shape, such as a character or petal shape, was manufactured using minute metal scraps.Similarly, a design material with an intended color pattern for each metal, such as red copper in a white aluminum matrix, resembling grainlike wood, was manufactured by mixing two or more types of minute metal scrap.In addition, secondary design materials, which have engraved patterns on the surface of the target metal made by an electric discharge machine using the above primary design material as an electrode, were manufactured. 展开更多
关键词 semisolid processing minute metal scraps RECYCLING design material
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Reconfigurable-System-on-Chip Implementation of Data Processing Units for Space Applications
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作者 张宇宁 常亮 +1 位作者 杨根庆 李华旺 《Transactions of Tianjin University》 EI CAS 2010年第4期270-274,共5页
Application-specific data processing units (DPUs) are commonly adopted for operational control and data processing in space missions. To overcome the limitations of traditional radiation-hardened or fully commercial d... Application-specific data processing units (DPUs) are commonly adopted for operational control and data processing in space missions. To overcome the limitations of traditional radiation-hardened or fully commercial design approaches, a reconfigurable-system-on-chip (RSoC) solution based on state-of-the-art FPGA is introduced. The flexibility and reliability of this approach are outlined, and the requirements for an enhanced RSoC design with in-flight reconfigurability for space applications are presented. This design has been demonstrated as an on-board computer prototype, providing an in-flight reconfigurable DPU design approach using integrated hardwired processors. 展开更多
关键词 RSoC in-flight reconfigurability spaceborne data processing unit
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Optimization of process parameters for producing AA6061/SiC nanocomposites by friction stir processing 被引量:3
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作者 M. SALEHI M. SAADATMAND J. AGHAZADEH MOHANDESI 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第5期1055-1063,共9页
Design of experiment (DOE) was applied to determining the most important factors which influence ultimate tensile strength (UTS) of AA6061/SiC nanocomposites produced by friction stir processing (FSP). Effect of... Design of experiment (DOE) was applied to determining the most important factors which influence ultimate tensile strength (UTS) of AA6061/SiC nanocomposites produced by friction stir processing (FSP). Effect of four factors, including rotational speed, transverse speed, tool penetration depth and pin profile, on UTS, was investigated. By Taguchi method, the optimum of process parameters were determined. Analysis of variance shows that the rotational speed is the most influential parameter. The statistical results depict that UTS for threaded pin is larger than that for square pin. Also, the higher the rotational speed and the lower the transverse speed, the higher the UTS. 展开更多
关键词 AA6061/SiC nanocomposites Taguchi parametric design approach friction stir processing analysis of variance
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Effects of automatic variable preload device on performance of spindle 被引量:1
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作者 KIM Dong-Hyeon LEE Choon-Man 《Journal of Central South University》 SCIE EI CAS 2012年第1期150-154,共5页
To increase the machine accuracy by improving the stiffness of bearings,a preload was applied to bearings.A variable preload technology was necessary to perform machining processes in both low and high speed regions.A... To increase the machine accuracy by improving the stiffness of bearings,a preload was applied to bearings.A variable preload technology was necessary to perform machining processes in both low and high speed regions.An automatic variable preload device was fabricated using an eccentric mass.By installing the fabricated device on a spindle,the effect of the automatic variable preload device on the performance of the spindle was analyzed.In the results of the vibration measurement of the spindle,the vibration is increased by 20%-37% according to measurement points at the maximum rotation speed of 5 000 r/min.And,in the results of the noise measurement of the spindle,the spindle rotation speed is increased by about 1.9% and 1.5% at the front and side of the spindle,respectively.Based on the results of this analysis,an improved method that reduces such effects on the performance of the spindle is proposed. 展开更多
关键词 machine tool spindle automatic variable preload device VIBRATION noise
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Multi-agent Systems and Cloud Computing for Controlling and Managing Chemical and Food Processes 被引量:1
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作者 Pavel Burian 《Journal of Chemistry and Chemical Engineering》 2012年第12期1121-1135,共15页
Cloud computing can offer a very powerful, reliable, predictable and scalable computing infrastructure for the execution of MAS (multi-agent systems) implementing complex agent-based applications such when modelling... Cloud computing can offer a very powerful, reliable, predictable and scalable computing infrastructure for the execution of MAS (multi-agent systems) implementing complex agent-based applications such when modelling, simulation and real-time running of complex systems must be provided. Multi-agent systems appears as an adequate approach to current challenges in many areas. Between important qualities of MAS also belongs to, that they are open, interoperable, and heterogenous systems. The agent is active, a program entity, has its own ideas how to perform the tasks of the own agenda. Agents: perceive, behave "reasonably", act in the environment, communicate with other agents. Cloud infrastructures can offer an ideal platform where run MAS systems simulations, applications and real-time running because of its large amount of processing and memory resources that can be dynamically configured for executing large agent-based software at unprecedented scale. Cloud computing can help chemical and food companies drive operational excellence; meet growing and changing customer demands; accelerate new product innovation and ramp-to-volume manufacturing in key markets; reduce IT spending; manage and mitigate supply chain risks; and enable faster and more flexible delivery of new IT system. Production type of SOC (service-oriented computing) can be inspired by a "Cloud", for the production of "Cloud" offers an attractive and natural solutions in several computing trends such as delivery system over the Internet, use of utilities, flexibility, virtualization, a "grid" distributed computing, outsourcing, Web 2.0, etc.. Production of the "Cloud" is also considered as a new multidisciplinary field that includes "network" production, virtual manufacturing, agile manufacturing, and of course cloud computing. Examples of cloud computing and MAS applications in food and chemistry development and industry, proposition of using multi-agent systems in the control of batch processes, modified ACO (ant colony optimization) approach for the diversified service allocation and scheduling mechanism in cloud paradigma, examples of applications in a business area were studied in the paper. 展开更多
关键词 MAS cloud computing UML (unified modelling language) FIPA (foundation for intelligent physical agents) Jadex(MAS).
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