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Effects of Milling Methods on Rice Flour Properties and Rice Product Quality:A Review
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作者 TIAN Yu SUN Jing +7 位作者 LI Jiaxin WANG Aixia NIE Mengzi GONG Xue WANG Lili LIU Liya WANG Fengzhong TONG Litao 《Rice science》 SCIE CSCD 2024年第1期33-46,共14页
High-quality rice flour is the foundation for the production of various rice-based products.Milling is an essential step in obtaining rice flour,during which significant changes occur in the physicochemical and qualit... High-quality rice flour is the foundation for the production of various rice-based products.Milling is an essential step in obtaining rice flour,during which significant changes occur in the physicochemical and quality characteristics of the flour.Although rice flour obtained through mainstream wet milling methods exhibits superior quality,low production efficiency and wastewater discharge limit the development of the industry.Dry milling,on the other hand,conserves water resources,but adversely affects flour performance due to excessive heat generation.As an emerging powder-making technique,semi-dry milling offers a promising solution by enhancing flour quality and reducing environmental impact.This is achieved by minimizing soaking time through hot air treatment while reducing mechanical energy consumption to reach saturated water absorption levels.However,continuous production remains a challenge.This comprehensive review summarizes the effects of various milling technologies on rice flour properties and product qualities.It also discusses key control indicators and technical considerations for rice flour processing equipment and processes. 展开更多
关键词 flour property milling equipment milling method rice flour rice product quality semi-dry milling
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Balanced Fracturing and Cold-welding of Magnesium during Ball Milling Assisted by Carbon Coating:Experimental and Molecular Dynamic Simulation
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作者 韩宗盈 DONG Hui +2 位作者 DING Guoyang ZHANG Jiale SONG Xiufang 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS CSCD 2024年第4期895-903,共9页
The lignite-derived carbon from self-protection pyrolysis was employed to balance the fracturing and cold-welding of magnesium during ball milling.Particle size analysis indicates that the introduction of lignite-deri... The lignite-derived carbon from self-protection pyrolysis was employed to balance the fracturing and cold-welding of magnesium during ball milling.Particle size analysis indicates that the introduction of lignite-derived carbon can effectively reduce the particle size of Mg while the introduction of graphite does no help.Besides,the effect of lignite-derived carbon on crystallite size reduction of Mg is also better than graphite.A moderate cold-welding phenomenon was observed after ball-milling Mg with the lignite-derived carbon,suggesting less Mg is wasted on the milling vials and balls.Molecular dynamic simulations reveal that the balanced fracturing and cold-welding of magnesium during ball milling is mainly attributed to the special structure of the lignite-derived carbon:graphitized short-range ordered stacking function as dry lubricant and irregular shape/sharp edge function as milling aid.The preliminary findings in current study are expected to offer implications for designing efficient Mg-based hydrogen storage materials. 展开更多
关键词 MAGNESIUM lignite-derived carbon cold-welding ball milling molecular dynamic
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Milling degree affects the fermentation properties of rice:perspectives from the composition of nutrients and gut microbiota via in vitro fermentation
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作者 Yu Zhang Fan Li +7 位作者 Shutong Pan Bing Bai Kai Huang Sen Li Hongwei Cao Tian Xie Jian Xie Xiao Guan 《Food Science and Human Wellness》 SCIE CSCD 2024年第3期1578-1588,共11页
Fermentation substrates of rice with different milling degrees(MDs) were prepared and fermented with human feces to compare their fermentation properties and effects on gut microbiota.MD 0s,MD 5s and MD 60s represente... Fermentation substrates of rice with different milling degrees(MDs) were prepared and fermented with human feces to compare their fermentation properties and effects on gut microbiota.MD 0s,MD 5s and MD 60s represented brown rice,moderately-milled rice and white rice,respectively.After in vitro fermentation,the MD 5s group showed higher starch utilization,compared with the MD 0s and 60s groups evaluated by Fourier transform infrared spectrometer,and confocal laser scanning microscope.Effects of fermentation substrates of rice with different MDs on gut microbiota were evaluated by 16S rDNA sequencing.All the sample groups reduced the pH and produced short-chain fatty acids(SCFAs) and branched-chain fatty acids.The MD 5s group exhibited higher α-diversity than the MD 0s and 60s groups.Abundances of Phascolarctobacterium,Blautia and norank_f_Ruminococcaceae were higher in the MD 0s and 5s groups,compared with the MD 60s group.These bacteria were also positively correlated with the SCFAs production via Spearman correlation analysis.In vitro culture assay revealed that fermentation substrates of MD 0s and 5s promoted the growth of two probiotics(Akkermansia muciniphila and Bifidobacterium adolescentis).Our results showed that moderate milling might be an appropriate way to produce rice products with richer nutrients and better fermentation properties. 展开更多
关键词 Rice processing milling Whole grains Gut microbiota
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Improving hydrogen storage thermodynamics and kinetics of Ce-Mg-Ni-based alloy by mechanical milling with TiF_(3)
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作者 Hongwei Shang Wei Zhang +4 位作者 Xin Wei Yaqin Li Zeming Yuan Jun Li Yanghuan Zhang 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2024年第4期1593-1607,共15页
Mg-based hydrides are too stable and the kinetics of hydrogen absorption and desorption is not satisfactory.An efficient way to improve these shortcomings is to employ reactive ball milling to synthesize the nanocompo... Mg-based hydrides are too stable and the kinetics of hydrogen absorption and desorption is not satisfactory.An efficient way to improve these shortcomings is to employ reactive ball milling to synthesize the nanocomposite materials of Mg and additives.In this experiment,TiF_(3)was selected as an additive,and the mechanical milling method was employed to prepare the experimental alloys.The alloys used in this experiment were the as-cast Ce_(5)Mg_(85)Ni_(10),as-milled Ce_(5)Mg_(85)Ni_(10)and Ce_(5)Mg_(85)Ni_(10)+3 wt.%TiF3.The phase transformation,structural evolution,isothermal and non-isothermal hydrogenation and dehydrogenation performances of the alloys were inspected by XRD,SEM,TEM,Sievert apparatus,DSC and TGA.It revealed that nanocrystalline appeared in the as-milled samples.Compared with the as-cast alloy,ball milling made the particle dimension and grain size decrease dramatically and the defect density increase significantly.The addition of TiF_(3)made the surface of ball milling alloy particles markedly coarser and more irregular.Ball milling and adding TiF_(3)distinctly improved the activation and kinetics of the alloys.Moreover,ball milling along with TiF_(3)can decrease the onset dehydrogenation temperature of Mg-based hydrides and slightly ameliorate their thermodynamics. 展开更多
关键词 Mg-based hydrides TiF_(3) Ball milling THERMODYNAMICS KINETICS
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Distribution of antioxidants and phenolic compounds in flour milling fractions from hard red winter wheat
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作者 Lauren Renee Brewer Jittawan Kubola +1 位作者 Sirithon Siriamornpun Yong-Cheng Shi 《Grain & Oil Science and Technology》 CAS 2024年第2期71-78,共8页
Mature wheat kernels contain three main parts:endosperm,bran,and germ.Flour milling results in multiple streams that are chemically different;however,the distribution of antioxidants and phenolic compounds has not bee... Mature wheat kernels contain three main parts:endosperm,bran,and germ.Flour milling results in multiple streams that are chemically different;however,the distribution of antioxidants and phenolic compounds has not been well documented in terms of conventional milling by-product streams.In this study,multiple analytical methods were used to investigate antioxidant activity and phenolic compound compositions of hard red winter wheat(whole ground wheat),the parts of a wheat kernel(bran,flour,germ),and wheat by-product streams(mill feed,red dog,shorts)for the first time.For each mill stream,phenolic compounds(total,flavonoid,and anthocyanin contents)were determined and antioxidant activities were evaluated with 1,1-diphenyl-2-picrylhydrazyl(DPPH)radical-scavenging activity,ferric reducing/antioxidant power(FRAP),and total antioxidant capacity assays.Significant differences(P<0.05)were observed in phenolic concentrations among fractions of bran,flour,and germ milled from the same kernels and noted that germ accounts for the majority of antioxidant properties,whereas bran contains a substantial portion of phenolic compounds and anthocyanins.Mill feed was high in phenolic content(5.29 mg FAE/g),total antioxidant capacity(866 mg/g),and antioxidant activity(up to 75% DPPH inhibition and 20.26μmol FeSO_(4)/g).The comprehensive information on distribution of antioxidants and phenolic compounds provides insights for future human consumption of commonly produced co-products from flour milling,and for selecting and using different milling fractions to make foods with improved nutritional properties. 展开更多
关键词 Wheat milling streams ANTIOXIDANTS Phenolic acids Flavonoid ANTHOCYANIN
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可移动式中小型TRM立磨机架的开发设计
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作者 马会来 刘洋 +3 位作者 冯继松 申占民 刘畅 朱文富 《水泥》 CAS 2024年第1期50-52,共3页
可移动式中小型TRM立磨机架结构可以实现立磨现场施工的快速拆装,节省人力成本,缩短施工周期,提高立磨运行稳定性。本文详细介绍了可移动式中小型TRM立磨机架的开发背景及设计过程,着重论述了可移动式中小型TRM立磨的结构特点,从力学性... 可移动式中小型TRM立磨机架结构可以实现立磨现场施工的快速拆装,节省人力成本,缩短施工周期,提高立磨运行稳定性。本文详细介绍了可移动式中小型TRM立磨机架的开发背景及设计过程,着重论述了可移动式中小型TRM立磨的结构特点,从力学性能、成本分析和现场应用等方面将可移动式TRM立磨机架与传统常规TRM立磨机架进行了分析和对比。 展开更多
关键词 trm立磨 可移动式机架 隔振器
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TRMK5041水泥立磨粉磨系统优化升级
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作者 安卫军 银建军 +2 位作者 滑松 刘迪 彭凌云 《水泥技术》 2024年第2期13-18,共6页
新疆某水泥厂国产TRMK5041水泥立磨粉磨系统存在稳定性差、运行压力低、阻力分布不合理、粉磨效率低等问题。通过采取改进研磨区结构、加宽有效研磨区,增大液压系统油缸型号、增加磨辊投影压力,应用低阻风环、优化导风环结构,局部改造... 新疆某水泥厂国产TRMK5041水泥立磨粉磨系统存在稳定性差、运行压力低、阻力分布不合理、粉磨效率低等问题。通过采取改进研磨区结构、加宽有效研磨区,增大液压系统油缸型号、增加磨辊投影压力,应用低阻风环、优化导风环结构,局部改造循环风管、减少风管弯头,应用分级粉磨技术等措施,有效提高了磨机稳定性和研磨效率,达到了增产降耗的目的。改造后,在相同水泥混合材配比和成品细度情况下,TRMK5041水泥立磨提产10%以上,粉磨系统电耗下降4.0kW·h/t,改造效果显著;项目改造周期短,施工周期仅为25d,投资回报率高。 展开更多
关键词 水泥立磨 新型研磨区 低阻风环 分级粉磨 节能降耗
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基于智慧医疗支持下运用TRM方法对手术室医用耗材二级库房的管理研究 被引量:8
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作者 徐岚 郑绍基 +1 位作者 张应 王维 《中国医疗器械杂志》 2023年第2期220-224,共5页
目的 探讨基于智慧医疗支持下运用团队资源管理模式在手术室医用耗材二级库管理中的应用效果。方法运用TRM管理方法,通过智慧医疗的医疗器械唯一标识(UDI)、射频识别(RFID)的扫码技术,推行手术室医用耗材智能管理新模式,构成一个医疗器... 目的 探讨基于智慧医疗支持下运用团队资源管理模式在手术室医用耗材二级库管理中的应用效果。方法运用TRM管理方法,通过智慧医疗的医疗器械唯一标识(UDI)、射频识别(RFID)的扫码技术,推行手术室医用耗材智能管理新模式,构成一个医疗器械闭环管理流程。结果 该院手术室在2021年平均每台手术的高值耗材采购金额同比下降6.2%,低值耗材使用金额占比下降9.2%,供应商配送效率提升11.7%,累计降低医疗成本4 000万元以上。结论 基于智慧医疗支持下运用TRM方法对手术室医用耗材二级库的新型管理模式,加强团队合作,有效提升了手术室医用耗材管理水平。 展开更多
关键词 智慧医疗 trm方法 手术室医用耗材 二级库房的管理
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链霉菌TRM SA0054 Tubercidin合成基因簇挖掘
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作者 张萍 罗晓霞 +1 位作者 万传星 张利莉 《新疆农业科学》 CAS CSCD 北大核心 2023年第11期2806-2815,共10页
【目的】评估菌株TRM SA0054的代谢潜力,解析其基因组信息研究该菌株次级代谢产物基因资源。【方法】采用Illumina Hiseq测序平台对菌株TRM SA0054进行全基因组测序,并进行生物信息学分析,采用现代分离纯化方法检测鉴定其代谢产物。【... 【目的】评估菌株TRM SA0054的代谢潜力,解析其基因组信息研究该菌株次级代谢产物基因资源。【方法】采用Illumina Hiseq测序平台对菌株TRM SA0054进行全基因组测序,并进行生物信息学分析,采用现代分离纯化方法检测鉴定其代谢产物。【结果】菌株TRM SA0054基因组大小为7.2 Mb,共有6410个蛋白编码基因,GC含量为73.16%;预测到26个次级代谢基因簇,其中Region 36.1基因簇与Tubercidin(杀结核菌素)基因簇相似性为81%,菌株TRM SA0054发酵能够产生Tubercidin。【结论】基于基因组挖掘和LC-MS检测验证菌株TRM SA0054具有产生Tubercidin的能力。 展开更多
关键词 Streptomyces carminius trm SA0054 基因组注释 Tubercidin基因簇
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Experimental Study on Titanium Alloy Cutting Property and Wear Mechanism with Circular-arc Milling Cutters 被引量:2
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作者 Tao Chen Jiaqiang Liu +3 位作者 Gang Liu Hui Xiao Chunhui Li Xianli Liu 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2023年第3期219-229,共11页
Titanium alloy has been applied in the field of aerospace manufacturing for its high specific strength and hardness.Nonetheless,these properties also cause general problems in the machining,such as processing ineffici... Titanium alloy has been applied in the field of aerospace manufacturing for its high specific strength and hardness.Nonetheless,these properties also cause general problems in the machining,such as processing inefficiency,serious wear,poor workpiece face quality,etc.Aiming at the above problems,this paper carried out a comparative experimental study on titanium alloy milling based on the CAMCand BEMC.The variation law of cutting force and wear morphology of the two tools were obtained,and the wear mechanism and the effect of wear on machining quality were analyzed.The conclusion is that in contrast with BEMC,under the action of cutting thickness thinning mechanism,the force of CAMC was less,and its fluctuation was more stable.The flank wear was uniform and near the cutting edge,and the wear rate was slower.In the early period,the wear mechanism of CAMC was mainly adhesion.Gradually,oxidative wear also occurred with milling.Furthermore,the surface residual height of CAMC was lower.There is no obvious peak and trough accompanied by fewer surface defects. 展开更多
关键词 Circular-arc milling cutter Titanium alloy Ball-end milling cutter Surface quality milling force Tool wear Machining quality
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有源相控阵雷达TRM高功率微波在线测试系统 被引量:5
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作者 许明明 刘畅 侯其坤 《安全与电磁兼容》 2023年第2期30-33,37,共5页
高功率微波(HPM)是系统电磁环境效应评估中的重要项目之一。针对有源相控阵雷达“前门”耦合窄带HPM效应评估需求,通过HPM效应评估不同试验方法比较分析,提出采用多端口高隔离“魔T”、耐高功率吸收式滤波器与隔离器等关键微波器件,构... 高功率微波(HPM)是系统电磁环境效应评估中的重要项目之一。针对有源相控阵雷达“前门”耦合窄带HPM效应评估需求,通过HPM效应评估不同试验方法比较分析,提出采用多端口高隔离“魔T”、耐高功率吸收式滤波器与隔离器等关键微波器件,构建基于传导注入法的收发组件(TRM)高功率微波效应评估实时在线测试系统,针对典型频段TRM开展效应试验,获取相应试验数据,验证了该测试系统是合理可行的。 展开更多
关键词 窄带高功率微波效应 有源相控阵雷达 收发组件 注入法 “前门”耦合
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Tribological Performance of Different Concentrations of Al_(2)O_(3)Nanofluids on Minimum Quantity Lubrication Milling 被引量:3
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作者 Xiufang Bai Juan Jiang +3 位作者 Changhe Li Lan Dong Hafiz Muhammad Ali Shubham Sharma 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2023年第4期67-78,共12页
Nanofluid minimum quantity lubrication(NMQL)is a green processing technology.Cottonseed oil is suitable as base oil because of excellent lubrication performance,low freezing temperature,and high yield.Al_(2)O_(3)nanop... Nanofluid minimum quantity lubrication(NMQL)is a green processing technology.Cottonseed oil is suitable as base oil because of excellent lubrication performance,low freezing temperature,and high yield.Al_(2)O_(3)nanoparticles improve not only the heat transfer capacity but also the lubrication performance.The physical and chemical proper-ties of nanofluid change when Al_(2)O_(3)nanoparticles are added.However,the effects of the concentration of nanofluid on lubrication performance remain unknown.Furthermore,the mechanisms of interaction between Al_(2)O_(3)nanoparti-cles and cottonseed oil are unclear.In this research,nanofluid is prepared by adding different mass concentrations of Al_(2)O_(3)nanoparticles(0,0.2%,0.5%,1%,1.5%,and 2%wt)to cottonseed oil during minimum quantity lubrication(MQL)milling 45 steel.The tribological properties of nanofluid with different concentrations at the tool/workpiece interface are studied through macro-evaluation parameters(milling force,specific energy)and micro-evaluation parameters(surface roughness,micro morphology,contact angle).The result show that the specific energy is at the minimum(114 J/mm^(3)),and the roughness value is the lowest(1.63μm)when the concentration is 0.5 wt%.The surfaces of the chip and workpiece are the smoothest,and the contact angle is the lowest,indicating that the tribological proper-ties are the best under 0.5 wt%.This research investigates the intercoupling mechanisms of Al_(2)O_(3)nanoparticles and cottonseed base oil,and acquires the optimal Al_(2)O_(3)nanofluid concentration to receive satisfactory tribological properties. 展开更多
关键词 milling Al_(2)O_(3)nanofluid Minimum quantity lubrication(MQL) Surface micromorphology
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Health Monitoring of Milling Tool Inserts Using CNN Architectures Trained by Vibration Spectrograms 被引量:1
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作者 Sonali S.Patil Sujit S.Pardeshi Abhishek D.Patange 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第7期177-199,共23页
In-process damage to a cutting tool degrades the surface􀀀nish of the job shaped by machining and causes a signi􀀀cant􀀀nancial loss.This stimulates the need for Tool Condition Monitoring(TCM)t... In-process damage to a cutting tool degrades the surface􀀀nish of the job shaped by machining and causes a signi􀀀cant􀀀nancial loss.This stimulates the need for Tool Condition Monitoring(TCM)to assist detection of failure before it extends to the worse phase.Machine Learning(ML)based TCM has been extensively explored in the last decade.However,most of the research is now directed toward Deep Learning(DL).The“Deep”formulation,hierarchical compositionality,distributed representation and end-to-end learning of Neural Nets need to be explored to create a generalized TCM framework to perform eciently in a high-noise environment of cross-domain machining.With this motivation,the design of dierent CNN(Convolutional Neural Network)architectures such as AlexNet,ResNet-50,LeNet-5,and VGG-16 is presented in this paper.Real-time spindle vibrations corresponding to healthy and various faulty con􀀀gurations of milling cutter were acquired.This data was transformed into the time-frequency domain and further processed by proposed architectures in graphical form,i.e.,spectrogram.The model is trained,tested,and validated considering dierent datasets and showcased promising results. 展开更多
关键词 milling tool inserts health monitoring vibration spectrograms deep learning convolutional neural network
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Effect of ball milling time on the microstructure and compressive properties of the Fe–Mn–Al porous steel 被引量:1
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作者 Lingzhi Xie Zhigang Xu +4 位作者 Yunzhe Qi Jinrong Liang Peng He Qiang Shen Chuanbin Wang 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2023年第5期917-929,共13页
In the present work,Fe–Mn–Al–C powder mixtures were manufactured by elemental powders with different ball milling time,and the porous high-Mn and high-Al steel was fabricated by powder sintering.The results indicat... In the present work,Fe–Mn–Al–C powder mixtures were manufactured by elemental powders with different ball milling time,and the porous high-Mn and high-Al steel was fabricated by powder sintering.The results indicated that the powder size significantly decreased,and the morphology of the Fe powder tended to be increasingly flat as the milling time increased.However,the prolonged milling duration had limited impact on the phase transition of the powder mixture.The main phases of all the samples sintered at 640℃ were α-Fe,α-Mn and Al,and a small amount of Fe2Al5 and Al8Mn5.When the sintering temperature increased to 1200℃,the phase composition was mainly comprised of γ-Fe and α-Fe.The weight loss fraction of the sintered sample decreased with milling time,i.e.,8.3wt% after 20 h milling compared to15.3wt% for 10 h.The Mn depletion region(MDR) for the 10,15,and 20 h milled samples was about 780,600,and 370 μm,respectively.The total porosity of samples sintered at 640℃ decreased from ~46.6vol% for the 10 h milled powder to ~44.2vol% for 20 h milled powder.After sintering at 1200℃,the total porosity of sintered samples prepared by 10 and 20 h milled powder was ~58.3vol% and ~51.3vol%,respectively.The compressive strength and ductility of the 1200℃ sintered porous steel increased as the milling time increased. 展开更多
关键词 powder metallurgy porous steel ball milling time microstructure evolution compressive properties
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Multi-Objective Redundancy Optimization of Continuous-Point Robot Milling Path in Shipbuilding
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作者 Jianjun Yao Chen Qian +1 位作者 Yikun Zhang Geyang Yu 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第2期1283-1303,共21页
The 6-DOF manipulator provides a new option for traditional shipbuilding for its advantages of vast working space,low power consumption,and excellent flexibility.However,the rotation of the end effector along the tool... The 6-DOF manipulator provides a new option for traditional shipbuilding for its advantages of vast working space,low power consumption,and excellent flexibility.However,the rotation of the end effector along the tool axis is functionally redundant when using a robotic arm for five-axis machining.In the process of ship construction,the performance of the parts’protective coating needs to bemachined tomeet the Performance Standard of Protective Coatings(PSPC).The arbitrary redundancy configuration in path planning will result in drastic fluctuations in the robot joint angle,greatly reducing machining quality and efficiency.There have been some studies on singleobjective optimization of redundant variables,However,the quality and efficiency of milling are not affected by a single factor,it is usually influenced by several factors,such as the manipulator stiffness,the joint motion smoothness,and the energy consumption.To solve this problem,this paper proposed a new path optimization method for the industrial robot when it is used for five-axis machining.The path smoothness performance index and the energy consumption index are established based on the joint acceleration and the joint velocity,respectively.The path planning issue is formulated as a constrained multi-objective optimization problem by taking into account the constraints of joint limits and singularity avoidance.Then,the path is split into multiple segments for optimization to avoid the slow convergence rate caused by the high dimension.An algorithm combining the non-dominated sorting genetic algorithm(NSGA-II)and the differential evolution(DE)algorithm is employed to solve the above optimization problem.The simulations validate the effectiveness of the algorithm,showing the improvement of smoothness and the reduction of energy consumption. 展开更多
关键词 SHIPBUILDING robot milling functional redundancy path optimization MULTI-OBJECTIVE
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Evolution and Development Trend Prospect of Metal Milling Equipment
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作者 Jie Wen Fugui Xie +1 位作者 Xinjun Liu Yi Yue 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2023年第2期1-15,共15页
The world is currently undergoing profound changes which have never happened within the past century.Global competition in the technology and industry fields is becoming increasingly fierce.The strategic competition o... The world is currently undergoing profound changes which have never happened within the past century.Global competition in the technology and industry fields is becoming increasingly fierce.The strategic competition of the major powers further focuses on the manufacturing industry.Developed countries such as the United States,Germany,and Japan have successively put forward strategic plans such as“re-industrialization”and“return of manufacturing industry”,aiming to seize the commanding heights of a new round of global high-end technology competition and expand international market share.Standing at the historic intersection of a new round of scientific and technological revolution and China's accelerated high-quality development,the“14th Five-Year Plan”clearly pointed out that intelligent manufacturing is the main development trend to promote China's manufacturing to the medium-high end of the global value chain.This reflects the importance of advanced manufacturing for national strategic layout.To better grasp the development direction of advanced manufacturing equipment,the development process and current application status of manufacturing equipment are summarized,and thereafter the characteristics of manufacturing equipment in different development stages of the manufacturing industry are analyzed.Finally,the development trend of advanced milling equipment is prospected. 展开更多
关键词 Intelligent manufacturing High-quality development milling equipment Evolution and development trend
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Surface Integrity of Inconel 738LC Parts Manufactured by Selective Laser Melting Followed by High-speed Milling
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作者 Guanhui Ren Sai Guo Bi Zhang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2023年第1期65-79,共15页
This study is concerned with the surface integrity of Inconel 738LC parts manufactured by selective laser melting(SLM)followed by high-speed milling(HSM).In the investigation process of surface integrity,the study emp... This study is concerned with the surface integrity of Inconel 738LC parts manufactured by selective laser melting(SLM)followed by high-speed milling(HSM).In the investigation process of surface integrity,the study employs ultradepth three-dimensional microscopy,laser scanning confocal microscopy,scanning electron microscopy,electron backscatter diffractometry,and energy dispersive spectroscopy to characterize the evolution of material microstructure,work hardening,residual stress coupling,and anisotropic effect of the building direction on surface integrity of the samples.The results show that SLM/HSM hybrid manufacturing can be an effective method to obtain better surface quality with a thinner machining metamorphic layer.High-speed machining is adopted to reduce cutting force and suppress machining heat,which is an effective way to produce better surface mechanical properties during the SLM/HSM hybrid manufacturing process.In general,high-speed milling of the SLM-built Inconel 738LC samples offers better surface integrity,compared to simplex additive manufacturing or casting. 展开更多
关键词 Surface integrity Inconel 738LC Selective laser melting High-speed milling
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Effect of Milling Parameters on DEM Modeling of a Planetary Ball Mill
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作者 Mohsen Mhadhbi 《Advances in Materials Physics and Chemistry》 CAS 2023年第4期49-58,共10页
The effects of the milling parameters involving shape of powder particles, rotation speed, and ball-to-powder diameter (BPDR) on DEM modeling in the planetary ball mill were investigated. BPDR was varied from 1 to 10.... The effects of the milling parameters involving shape of powder particles, rotation speed, and ball-to-powder diameter (BPDR) on DEM modeling in the planetary ball mill were investigated. BPDR was varied from 1 to 10. The results revealed that the size and shape of the powder particles do not give a significant change in simulation results when BPDR attains maximum value of 10. The increasing of BPDR leads to the increase of simulation time and size. Hence, the effect of change of the powder particle shape on the calculated data size is not significant. The results also revealed that the increasing rotation speed increases impact energy between powder particles. 展开更多
关键词 DEM Modeling milling Parameters Planetary Ball Mill Particles Shape
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Rheological and physicomechanical properties of rod milling sand-based cemented paste backfill modified by sulfonated naphthalene formaldehyde condensate
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作者 Qinli Zhang Hao Wu +3 位作者 Yan Feng Daolin Wang Huaibin Su Xiaoshuang Li 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2023年第2期225-235,共11页
Rod milling sand(RMS)—a coarse sand aggregate—was recycled for cemented paste backfill(CPB)for the underground mined area at the Jinchuan nickel deposit,named rod milling sand-based cemented paste backfill(RCPB).The... Rod milling sand(RMS)—a coarse sand aggregate—was recycled for cemented paste backfill(CPB)for the underground mined area at the Jinchuan nickel deposit,named rod milling sand-based cemented paste backfill(RCPB).The adverse effects of coarse particles on the transportation of CPB slurry through pipelines to underground stopes resulting in weakening of the stability of the backfill system are well known.Therefore,sulfonated naphthalene formaldehyde(SNF)condensate was used for the performance improvement of RCPB.The synergistic effect of solid content(SC),lime-to-sand ratio,and SNF dosage on the rheological and physicomechanical properties,including slump,yield stress,bleeding rate,uniaxial compressive strength(UCS),as well as mechanism analysis of RCPB,have been explored.The results indicate that the effect of SNF on RCPB performance is related to the SNF dosage,lime-to-sand ratio,and SC.The slump of fresh RCPB with 0.1wt%-0.5wt%SNF increased by 2.6%-26.2%,whereas the yield stress reduced by 4.1%-50.3%,indicating better workability and improved cohesiveness of the mix.The bleeding rate of fresh RCPB decreased first and then rose with the increase of SNF dosage,and the peak decrease was 67.67%.UCS of RCPB first increased and then decreased with the increase of SNF dosage.At the optimal SNF addition ratio of 0.3wt%,the UCS of RCPB curing for 7,14 and,28 d ages increased by 31.5%,28.4%,and 29.5%,respectively.The beneficial effects of SNF in enhancing the early UCS of RCPB have been corroborated.However,the later UCS increases at a slower rate.The research findings may guide the design and preparation of RCPB with adequate performance for practical applications. 展开更多
关键词 rod milling sand sulfonated naphthalene formaldehyde condensate cemented paste backfill rheological properties physicomechanical properties
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Milling Fault Detection Method Based on Fault Tree Analysis and Hierarchical Belief Rule Base
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作者 Xiaoyu Cheng Mingxian Long +1 位作者 Wei He Hailong Zhu 《Computer Systems Science & Engineering》 SCIE EI 2023年第9期2821-2844,共24页
Expert knowledge is the key to modeling milling fault detection systems based on the belief rule base.The construction of an initial expert knowledge base seriously affects the accuracy and interpretability of the mil... Expert knowledge is the key to modeling milling fault detection systems based on the belief rule base.The construction of an initial expert knowledge base seriously affects the accuracy and interpretability of the milling fault detection model.However,due to the complexity of the milling system structure and the uncertainty of the milling failure index,it is often impossible to construct model expert knowledge effectively.Therefore,a milling system fault detection method based on fault tree analysis and hierarchical BRB(FTBRB)is proposed.Firstly,the proposed method uses a fault tree and hierarchical BRB modeling.Through fault tree analysis(FTA),the logical correspondence between FTA and BRB is sorted out.This can effectively embed the FTA mechanism into the BRB expert knowledge base.The hierarchical BRB model is used to solve the problem of excessive indexes and avoid combinatorial explosion.Secondly,evidence reasoning(ER)is used to ensure the transparency of the model reasoning process.Thirdly,the projection covariance matrix adaptation evolutionary strategies(P-CMA-ES)is used to optimize the model.Finally,this paper verifies the validity model and the method’s feasibility techniques for milling data sets. 展开更多
关键词 Fault detection milling system belief rule base fault tree analysis evidence reasoning
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