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Abnormal Twinning Behavior and Constitutive Modeling of a Fine-Grained Extruded Mg-8.0Al-0.1Mn-2.0Ca Alloy under High-Speed Impact along Various Directions 被引量:2
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作者 Fei-Yang Chen Peng-Cheng Guo +3 位作者 Zi-Han Jiang Xiao Liu Tie-Jun Song Chao Xie 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2023年第2期281-294,共14页
To understand the mechanical and twinning behaviors of a fine-grained extruded Mg-8.0Al-0.1Mn-2.0Ca alloy under high-speed impact,impact tests were carried out using a split Hopkinson pressure bar,and microstructures ... To understand the mechanical and twinning behaviors of a fine-grained extruded Mg-8.0Al-0.1Mn-2.0Ca alloy under high-speed impact,impact tests were carried out using a split Hopkinson pressure bar,and microstructures at strains of 0.05,0.10 and 0.20 were obtained using a series of stop rings manufactured by high-strength steel.The stress response and twinning behavior are closely related to loading direction and applied strain rate.The true stress-true strain curves are s-shaped in extrusion direction(ED)and c-shaped in transverse direction(TD),showing apparent anisotropy,while the yield strength is insensitive to loading direction.Almost identical strain-rate sensitivity is demonstrated by the stress in ED and TD.Interestingly,de-twinning is apparent as the applied strain increases to 0.20,and it is enhanced with increasing the applied strain rate.In contrast,the twin density in ED samples is clearly higher than that in TD samples.By modifying the terms of strain hardening and strain rate hardening in the classical JC model,an optimized model is built,which can accurately predict the stress response behavior of the studied alloy under high-speed impact along ED and TD.The correlation coefficient(R)and average absolute relative error(AARE)are 98.63%and 0.0199 for ED,and 96.88%and 0.0202 for TD,respectively. 展开更多
关键词 High-speed impact Magnesium alloy twinning behavior Constitutive model Anisotropy
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Influence of grain size on twinning behavior of WE43 magnesium alloy during room-temperature compression deformation 被引量:2
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作者 Lijia Wang Sha Zhan +2 位作者 Yutao Ruan Tianhu Miao Li Hu 《Journal of Rare Earths》 SCIE EI CAS CSCD 2024年第12期2285-2292,I0004,共9页
In the present study,room-temperature compression experiments and characterization experiments via optical microstructure(OM),X-ray diffractometer(XRD)and electron backscattered diffraction(EBSD)techniques were conduc... In the present study,room-temperature compression experiments and characterization experiments via optical microstructure(OM),X-ray diffractometer(XRD)and electron backscattered diffraction(EBSD)techniques were conducted on WE43 magnesium(Mg)alloy samples to investigate the grain size effect on twinning behavior.Three couples of solution treatments(823 K for 0.5 h,798 K for 8 h,823 K for 16 h,followed by water-quenching at~333 K)were adopted and these solutionized samples are with different grain sizes of 48.5,72.0 and 120.2μm,respectively.Results show that{10-12}extension twin(ET)and{11-21}ET serve as major twinning modes during plastic deformation.For all 7.7%-deformed samples,although the volume fractions of{10-12}ETs and{11-21}ETs increase with the increasing grain size.{10-12}ETs are in growth stage,while{11-21}ETs are mainly in nucleation stage and they still maintain narrow and parallel to each other.Besides,{10-12}ETs mainly contribute to the rotation of caxes of grains towards compression direction,while{11-21}ETs mainly contribute to the formation of a nearly ring-shaped texture component in(0002)pole figure.Twin variants analysis with the assistance of Schmid factor(SF)demonstrates that the activation of twin variants mainly obeys Schmid law.When only{10-12}ETs occur in individual grains,the maximum number of twin variants shows some positive relationship with the increasing grain size.By comparison,when both{10-12}ETs and{11-21}ETs occur in individual grains,the maximum numbers of twin variants are rarely influenced by the increasing grain size. 展开更多
关键词 WE43 magnesium alloy Grain size effect Microstructure characteristics twinning behavior Rare earths
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Effect of long-period ordered stacking on twinning behavior and mechanical properties of Mg-Al-Y alloy during uniaxial hot compression 被引量:2
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作者 Shuai Yuan Jinhui Wang +2 位作者 Lei Zhang Shiyu Luan Peipeng Jin 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2023年第11期152-166,共15页
Two alloys with(T4-4h)and without(T4-8h)long-period stacking ordered(LPSO)phase were obtained by solution treatment of as-cast Mg-1Al-12Y alloy at 540℃ for 4 h and 8 h,respectively.The compressive tests(300-450℃,ε=... Two alloys with(T4-4h)and without(T4-8h)long-period stacking ordered(LPSO)phase were obtained by solution treatment of as-cast Mg-1Al-12Y alloy at 540℃ for 4 h and 8 h,respectively.The compressive tests(300-450℃,ε=0.01s^(-1))showed that the strengthening effect of LPSO in T4-4h alloy gradually disappeared with temperature increase.In addition,the corresponding compression deformation behavior of the two alloys was also investigated by electron backscatter diffraction(EBSD).It was found that the twinning of the two alloys was dominated by{1012}extension twins,and the large amount of lamellar LPSO in T4-4 h alloy inhibited the activation and growth of twins.The[0001]//compression direction(CD)texture formed after deformation is mostly attributed to the activation and growth of extension twins.By analyzing the activated twin variants,it was found that the activation of twin variants mainly depended on Schmid factor(SF).For twin variants with smaller SF,they may be activated due to local stress concentration.Based on the analysis results of in-grain misorientation axis(IGMA)and SF,the deformation mechanism of the alloys at elevated temperature is dominated by basal slip and non-basal slip.The stronger mechanical properties of T4-4h alloy than those of T4-8h are attributed to the obstruction of non-basal slip movement by LPSO. 展开更多
关键词 LPSO strengthening Hot deformation twinning behavior
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Microstructure and hot compression behavior of twin-roll-casting AZ41M magnesium alloy 被引量:2
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作者 WANG Shouren WANG Min +2 位作者 MA Ru WANG Yong WANG Yanjun 《Rare Metals》 SCIE EI CAS CSCD 2010年第4期396-400,共5页
The relationship of true stress and true strain of AZ41M magnesium alloy under twin-roll-cast (TRC) and hot compression was analyzed us- ing a Gleeble 1500 machine. Microstructural evolutions of the TRC magnesium al... The relationship of true stress and true strain of AZ41M magnesium alloy under twin-roll-cast (TRC) and hot compression was analyzed us- ing a Gleeble 1500 machine. Microstructural evolutions of the TRC magnesium alloy under different deformation conditions (strain, sWain rate and deformation temperature) were examined using optical microscopy and discussed. The relationship of true stress and true sWain pre- dicted that lower deformation temperature and higher sWain rate caused sharp strain hardening. Meanwhile, the flow stress curve turned into a steady state at high temperature and lower strain rate. The intermediate temperature and strain rate (623 K and 0.01 s^-1) is appropriate. 展开更多
关键词 magnesium alloy deformation behavior twin-roll-casting hot compression microstructural evolution
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SIMULATIONS OF MECHANICAL BEHAVIOR OF POLYCRYSTALLINE COPPER WITH NANO-TWINS 被引量:2
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作者 Bo Wu Yueguang Wei 《Acta Mechanica Solida Sinica》 SCIE EI 2008年第3期189-197,共9页
Mechanical behavior and microstructure evolution of polycrystalline copper with nano-twins were investigated in the present work by finite element simulations. The fracture of grain boundaries are described by a cohes... Mechanical behavior and microstructure evolution of polycrystalline copper with nano-twins were investigated in the present work by finite element simulations. The fracture of grain boundaries are described by a cohesive interface constitutive model based on the strain gradient plasticity theory. A systematic study of the strength and ductility for different grain sizes and twin lamellae distributions is performed. The results show that the material strength and ductility strongly depend on the grain size and the distribution of twin lamellae microstructures in the polycrystalline copper. 展开更多
关键词 nanocrystalline twinned copper mechanical behavior cohesive model finite element simulation
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Twinning behavior of an extruded Mg-Gd-Y-Zn-Zr alloy sheet under tension and compression
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作者 Jianfen Huang Tao Chen +2 位作者 Wugui Jiang Longhui Mao Zhiyong Chen 《Journal of Rare Earths》 SCIE EI CAS CSCD 2024年第12期2208-2216,I0001,共10页
In this study,twinning behaviors of an extruded Mg-4.7Gd-3.4Y-1.2Zn-0.5Zr(wt%)alloy sheet along different directions extrusion direction(ED),45°:45°to ED and transverse direction(TD)under tension and compres... In this study,twinning behaviors of an extruded Mg-4.7Gd-3.4Y-1.2Zn-0.5Zr(wt%)alloy sheet along different directions extrusion direction(ED),45°:45°to ED and transverse direction(TD)under tension and compression were investigated.The results show that:(i)the twinning frequency of the extruded alloy sheet along different directions shows obvious anisotropy under both tension and compression while demonstrating opposite orders of ED>45°>TD under tension and TD>45°>ED under compression.Such anisotropic twinning frequencies are both in accord with their average twinning Schmid factor(TSF)orders.(ii)Under both tension and compression,the twinning variants(TVs)with the highest and the second highest TSF are frequently selected with priority.However,the TV selection law under tension has a certain difference from that of compression,which should be related to the TSF distributions of ortho-TV,meta-TV and para-TV under tension and compression. 展开更多
关键词 Magnesium alloy Texture twinning behavior ANISOTROPY Rare earths
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Twinning behaviors of Mg-Sn alloy with basal or prismatic Mg_(2)Sn
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作者 Rui-hao FU Yang-jie WAN +6 位作者 Xun-fei XIONG Dong-di YIN Man-ping LIU Bin JIANG Zi-rong ZHOU Yu-yang GAO Ying ZENG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2024年第9期2800-2813,共14页
The Mg-Sn alloys,with basal or prismatic Mg_(2)Sn laths,were employed to reveal the effect of precipitate orientation on twinning behavior quantitatively.The Mg-5wt.%Sn alloys with basal or prismatic Mg_(2)Sn were com... The Mg-Sn alloys,with basal or prismatic Mg_(2)Sn laths,were employed to reveal the effect of precipitate orientation on twinning behavior quantitatively.The Mg-5wt.%Sn alloys with basal or prismatic Mg_(2)Sn were compressed to study the twinning behaviors.Subsequently,an Orowan strengthening model was developed to quantitatively investigate the critical resolved shear stress(CRSS)increment of precipitates on twinning.The results revealed that the prismatic precipitates hindered the transfer and growth of tensile twins more effectively compared with the basal precipitates.The decreased proportion of tensile twins containing prismatic Mg_(2)Sn might be attributed to a larger CRSS increment for tensile twins compared with that for basal precipitates.The obvious decreased twinning transfer in the alloy with prismatic Mg_(2)Sn could be due to its higher geometrically necessary dislocation and enhanced CRSS of tensile twins.Notably,the prismatic precipitates have a better hindering effect on tensile twins during compression. 展开更多
关键词 Mg−Sn alloy orientation regulation twinning behavior Mg_(2)Sn lath Orowan strengthening
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室温多向锻造对Mg-Gd-Y-Zn-Zr镁合金微观组织及硬度的影响
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作者 马恒天 王强 +2 位作者 杨勇彪 薛勇 董蓓蓓 《精密成形工程》 北大核心 2026年第3期17-27,共11页
目的探明锻造次数对Mg-Gd-Y-Zn-Zr镁合金硬度及微观组织的影响规律,揭示孪晶及位错演化的机理。方法首先对挤压态Mg-Gd-Y-Zn-Zr镁合金进行均匀化处理,然后在室温下进行不同变形道次(每道次单向压缩变形量为7.5%)的多向锻造实验;利用维... 目的探明锻造次数对Mg-Gd-Y-Zn-Zr镁合金硬度及微观组织的影响规律,揭示孪晶及位错演化的机理。方法首先对挤压态Mg-Gd-Y-Zn-Zr镁合金进行均匀化处理,然后在室温下进行不同变形道次(每道次单向压缩变形量为7.5%)的多向锻造实验;利用维氏硬度计分析不同变形道次对试样硬度的影响;利用OM光学显微镜和SU5000扫描电镜分析试样微观组织变化。结果通过对试样硬度进行分析,可以发现,随着变形道次的增加,试样硬度可达100HV,较未变形试样提高了33%。通过对试样微观组织进行分析可以发现,试样在变形过程中主要产生{1012}拉伸孪晶,孪晶的相互作用促使晶粒破碎细化;织构强度呈现出先降低后升高的非单调变化趋势;几何必须位错(GND)密度不断增加,与硬度变化呈正相关。同时,试样在多向锻造过程中由于大量滑移系被激活开动,小角度晶界显著增加。此外,根据拉伸孪晶的变化规律提出3种特征孪晶演化模型,包括孪晶界的收缩与膨胀、合并与相交。结论在室温下对Mg-Gd-Y-Zn-Zr镁合金进行多向锻造实验,可有效利用孪生行为对Mg-Gd-Y-Zn-Zr镁合金进行组织调控,改善其力学性能。 展开更多
关键词 Mg-Gd-Y-Zn-Zr镁合金 室温 多向锻造 硬度 孪生行为 位错密度
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Achieving excellent strength-ductility synergy in twinned NiCoCr medium-entropy alloy via Al/Ta co-doping 被引量:12
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作者 D.D.Zhang H.Wang +3 位作者 J.Y.Zhang H.Xue G.Liu J.Sun 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2021年第28期184-195,共12页
Alloying is an effective strategy to tailor microstructure and mechanical properties of metallic materials to overcome the strength-ductility trade-off dilemma.In this work,we combined a novel alloy design principle,i... Alloying is an effective strategy to tailor microstructure and mechanical properties of metallic materials to overcome the strength-ductility trade-off dilemma.In this work,we combined a novel alloy design principle,i.e.harvesting pronounced solid solution hardening(SSH)based on the misfit volumes engineering,and simultaneously,architecting the ductile matrix based on the valence electron concentrations(VEC)criterion,to fulfill an excellent strength-ductility synergy for the newly emerging high/medium-entropy alloys(HEAs/MEAs).Based on this strategy,Al/Ta co-doping within NiCoCr MEA leads to an efficient synthetic approach,that is minor Al/Ta co-doping not only renders significantly enhanced strength with notable SSH effect and ultrahigh strain-hardening capability,but also sharply refines grains and induces abnormal twinning behaviors of(NiCoCr)_(92)Al_(6)Ta_(2) MEA.Compared with the partially twinned NiCoCr MEA,the yield strength(σy)and ultimate tensile strength(σUTS)of fully twinned Al/Ta-containing MEA were increased by~102%to~600 MPa and~35%to~1000 MPa,respectively,along with good ductility beyond 50%.Different from the NiCoCr MEA with deformation twins(DTs)/stacking faults(SFs)dominated plasticity,the extraordinary strain-hardening capability of the solute-hardened(NiCoCr)_(92)Al_(6)Ta_(2) MEA,deactivated deformation twinning,originates from the high density of dislocation walls,microbands and abundance of SFs.The abnormal twinning behaviors,i.e.,prevalence of annealing twins(ATs)but absence of DTs in(NiCoCr)_(92)Al_(6)Ta_(2) MEA,are explained in terms of the relaxation of grain boundaries(for ATs)and the twinning mechanism transition(for DTs),respectively. 展开更多
关键词 Medium-entropy alloys Mechanical properties Solid solution hardening twinning behavior Strength-ductility synergy
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Deformation Behavior and Microstructure Evolution of Wrought Magnesium Alloys 被引量:10
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作者 WANG Shouren SONG Linghui +2 位作者 KANG Sukbong CHO Jaehyung WANG Yingzi 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2013年第3期437-447,共11页
There are many researches on the deformation behavior of wrought magnesium alloys, such as AZ31, AZ80, AZ91, and ZK60 magnesium alloys at different temperatures and strain rates, but few of them focuses on the deforma... There are many researches on the deformation behavior of wrought magnesium alloys, such as AZ31, AZ80, AZ91, and ZK60 magnesium alloys at different temperatures and strain rates, but few of them focuses on the deformation behavior of AZ41M and ZK60M alloys, especially under the twin-roll casting (TRC) state. Meanwhile, the existing researches only focus on the grain refinement law of the magnesium alloys under deformation conditions, the deformation mechanism has not been revealed yet. The hot compression behavior of AZ41M and ZK60M magnesium alloys under the temperature and strain rate ranges of 250-400 ℃ and 0.001-1 s-1 are studied by thermal simulation methods using Gleeble 1500 machine and virtual simulation using finite element analysis software. Simulation results show that sine hyperbolic law is the most suitable flow stress model for wider deformation conditions. The most reasonable selected deformation conditions of ZK60M alloy is 350 oC/0.1 s-1 for TRC and 350 oC/1 s-1 for conventional casting (CC), while AZ41M alloy is 300 oC/0.01 s-1 for TRC and 350 oC/0.1 s-1 for CC. Deformation behavior and dynamic recrystallization (DRX) mechanism of them are analyzed at the same deformation conditions. The microstructures of AZ41M and ZK60M alloys are observed at different deformed conditions by optical microscopy (OM) and electron back scatter diffraction (EBSD) and it reveals the flow behavior and deformation mechanism of them. Working harden and work soften contribute to the activation of basal, non-basal slip systems which promote DRX. The proposed research reveals the deformation behavior and mechanism of the AZ41M and ZK 60M magnesium alloys and concludes their optimized deformation parameters and processes and provides a theory basis for their manufacturing and application. 展开更多
关键词 twin rolling cast deformation behavior dynamic recrystallization hot compression
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Effect of Twin Boundary–Dislocation–Solute Interaction on Detwinning in a Mg–3Al–1Zn Alloy 被引量:1
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作者 Jing Xu Bo Guan +3 位作者 Huihui Yu Xuezhen Cao Yunchang Xin Qing Liu 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2016年第12期1239-1244,共6页
In the present study,the influence of solute atoms together with dislocations at {101^-2} twin boundary(TB) on mechanical behavior of a detwinning predominant deformation in a Mg alloy AZ31 plate was systematically ... In the present study,the influence of solute atoms together with dislocations at {101^-2} twin boundary(TB) on mechanical behavior of a detwinning predominant deformation in a Mg alloy AZ31 plate was systematically studied.The results show that a large number of {101^-2} twins disappear during recompression along the normal direction.Both the TB-dislocation interaction and TB-solute-dislocation interaction can greatly enhance the yield stress of the recompression along the normal direction(ND).However,the solute segregation at {1012} TBs with an intensive interaction with 〈a〉 dislocations cannot further enhance the yield stress of ND recompression.The samples with TB-dislocation interaction show a similar working hardening performance with that subjected to a TB-solute-dislocation interaction.Both the TB-dislocation interaction and TB-solute-dislocation interaction greatly reduce the value of work hardening peaks during a detwinning predominant deformation. 展开更多
关键词 Magnesium alloy Mechanical behavior twinning Dislocation
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Plasticity Induced by Twin Lamellar Structure in Magnesium Alloy 被引量:2
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作者 Xiyan Zhang Chao Lou +1 位作者 Jian Tu Qing Liu 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2013年第12期1123-1128,共6页
Effect of {10-12} twins on the mechanical properties of magnesium alloy has received considerable research interest. A hot-rolled AZ31 Mg alloy sheet was subjected to dynamic plastic deformation with the aim of introd... Effect of {10-12} twins on the mechanical properties of magnesium alloy has received considerable research interest. A hot-rolled AZ31 Mg alloy sheet was subjected to dynamic plastic deformation with the aim of introducing {10-12} twin lamellar structure. It has been found that higher strength and better ductility are obtained when tensile loading is perpendicular to the c axis of twin region of the twin lamellar structured sample, indicating that the plasticity improvement caused by twins depends on the special strain path. The fracture morphology of the twin lamellar structured sample shows a dimple fracture mode under tensile loading perpendicular to the c axis, while the cleavage fracture with river pattern has been observed in other fractured samples. Above experimental results indicate that the interaction of dislocations and twin lamellae may play an important role in improving mechanical properties of Mg alloy. 展开更多
关键词 Magnesium alloy twin lameilar structure Mechanical behavior PLASTICITY
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EFFECTSOFLAMELLARBOUNDARIESONCREEPBEHAVIOROFPSTCRYSTALSOFTiAlALLOYS 被引量:1
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作者 Lin Jianguo, Zhang Yonggang and Chen Changqi Department of Materials Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, P. R. China 《中国有色金属学会会刊:英文版》 CSCD 1998年第4期31-35,共5页
INTRODUCTIONWithoutafundamentalunderstandingofitscrepbehavior,thereisgreatriskasociatedwiththeuseofTiAlinthe... INTRODUCTIONWithoutafundamentalunderstandingofitscrepbehavior,thereisgreatriskasociatedwiththeuseofTiAlintheenvisagedcritical... 展开更多
关键词 TIAL alloy PST CRYSTAL CREEP behavior DEFORMATION twin
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Serration and Noise Behavior in Advanced Materials
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作者 Yong ZHANG Wei-hua WANG +2 位作者 Peter K.LIAW Gang WANG Jun-wei QIAO 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2016年第1期1-1,共1页
The Chinese Materials Research Society(C-MRS)Conference(2015)was held in the Guizhou Park Hotel International Conference Center,Guiyang,China,from July 10-14,2015.This conference consists of 30symposia,including 4... The Chinese Materials Research Society(C-MRS)Conference(2015)was held in the Guizhou Park Hotel International Conference Center,Guiyang,China,from July 10-14,2015.This conference consists of 30symposia,including 4international symposia.As one of 4international symposia,"Serration and noise behavior in advanced materials" 展开更多
关键词 Plastic deformation and serration behavior High entropy and amorphous alloys Structural flow units for plastic deformation Deformation behaviour in AlMg alloys twinning behavior in titanium alloy
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深基坑工程人员区域入侵行为预警数字孪生系统
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作者 宫培松 沈欣云 +3 位作者 韩博雯 郭聖煜 彭冠卿 钟骏豪 《中国安全科学学报》 北大核心 2025年第8期33-39,共7页
为解决当前深基坑工程危险区域动态风险高、人员入侵行为预警不及时等问题,开发集成建筑信息模型(BIM)和超宽带(UWB)的数字孪生系统。首先,通过OurBIM三维图形引擎构建深基坑工程虚拟场景;其次,提出危险区域标定方法,利用UWB实时定位施... 为解决当前深基坑工程危险区域动态风险高、人员入侵行为预警不及时等问题,开发集成建筑信息模型(BIM)和超宽带(UWB)的数字孪生系统。首先,通过OurBIM三维图形引擎构建深基坑工程虚拟场景;其次,提出危险区域标定方法,利用UWB实时定位施工人员与危险源;然后,建立人员入侵行为实时预警机制,设计深基坑工程人员区域入侵行为预警数字孪生系统,包括场景可视化、危险区域设置、预警数据记录等功能;最后,将系统应用于武汉市某深基坑工程项目。结果表明:该系统能够监控深基坑工程2类危险区域的人员入侵行为,综合预警成功率达97.4%。该系统验证了数字孪生技术在施工安全领域的可行性和有效性。 展开更多
关键词 深基坑工程 入侵行为 数字孪生 危险区域 建筑信息模型(BIM) 超宽带(UWB)
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基于数字孪生技术的GIL综合管廊气体泄漏与排除全过程风险性评估 被引量:6
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作者 徐长福 赵新冬 +2 位作者 梁伟 贺兴 卜艺康 《电力系统保护与控制》 北大核心 2025年第3期160-171,共12页
针对气体绝缘输电线路(gas insulated transmission line,GIL)管廊内绝缘气体泄漏导致有害气体六氟化硫(SF6)扩散复杂分布的问题,提出了一种基于数字孪生技术的全过程仿真风险评估方法。首先,根据苏通GIL管廊的实际工况和通风系统的部署... 针对气体绝缘输电线路(gas insulated transmission line,GIL)管廊内绝缘气体泄漏导致有害气体六氟化硫(SF6)扩散复杂分布的问题,提出了一种基于数字孪生技术的全过程仿真风险评估方法。首先,根据苏通GIL管廊的实际工况和通风系统的部署,归纳综合管廊内气体大面积泄漏时的全过程通用排除方案。然后,以SF6气体泄漏的物理过程与数学机理为基础,在虚拟空间中构建管廊的数字孪生模型,并设置了气体泄漏的约束条件。其次,通过模拟孪生空间内SF6大面积泄漏气体的扩散分布,推演排除过程中SF6分布数据并将其可视化。最后,结合各阶段可视化结果,对GIL综合管廊内气体泄漏全过程进行风险评估,从而为制定管廊内的安全撤离方案与实现智能化监控提供参考。 展开更多
关键词 苏通GIL管廊 数字孪生 SF6气体 气体扩散行为 推演
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飞行器数字强度孪生中的不确定性技术
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作者 王逸飞 曹戈勇 +1 位作者 曹阳 王晓军 《航空学报》 北大核心 2025年第19期41-84,共44页
航空工业的迅猛发展为新一代飞行器的全生命周期管理(设计、制造、运维)提出了时效化、精细化、智能化的三重挑战。数字孪生作为第四次工业革命的使能技术,凭借其实时交互、多源异构数据融合与高保真建模等特性,已成为飞行器结构健康监... 航空工业的迅猛发展为新一代飞行器的全生命周期管理(设计、制造、运维)提出了时效化、精细化、智能化的三重挑战。数字孪生作为第四次工业革命的使能技术,凭借其实时交互、多源异构数据融合与高保真建模等特性,已成为飞行器结构健康监测与性能预测的核心解决方案。然而,飞行器研制过程中存在的材料性能分散性、加工制造公差以及服役期间面临的结构意外损伤、复杂载荷扰动等多源不确定性因素,对飞行器数字强度孪生的可信度提出了严峻挑战。针对飞行器在设计论证、生产制造、服役运行、维护保障等全生命周期中产生的多维度不确定性问题,结合飞行器载荷高精度辨识与结构损伤高置信诊断等关键技术需求,提出了飞行器数字强度孪生的概念体系与技术框架。面向数字强度孪生系统的工程化实现,系统性地梳理了分布式传感器网络构建、高性能计算平台集成、多源数据融合与模型动态更新等关键技术,为数字强度孪生的工程应用与不确定性问题高效求解提供了坚实的软硬件基础。基于数字强度孪生对交互实时性、模型保真度和分析精细化的核心需求,以不确定性数字强度孪生体为研究对象,深入剖析了飞行器载荷孪生、结构损伤状态孪生、力学行为与性能孪生3大核心过程中的不确定性传播机理、关键技术路径以及未来发展方向。 展开更多
关键词 数字强度孪生 不确定性 数字孪生系统 载荷孪生 结构损伤状态孪生 力学行为与性能孪生
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基于数字孪生的地铁基坑工程人员入侵行为监控 被引量:1
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作者 程祖华 沈欣云 +1 位作者 宫培松 郭聖煜 《土木工程与管理学报》 2025年第5期60-65,共6页
为了提升地铁基坑工程安全管理水平,实现施工人员危险区域入侵行为的实时检测和预警,本文提出一种基于数字孪生的入侵行为智能监控方法。首先,使用OurBIM图形引擎构建施工现场虚拟场景;其次,利用超宽带(UWB)实现人员和设备实时定位;再次... 为了提升地铁基坑工程安全管理水平,实现施工人员危险区域入侵行为的实时检测和预警,本文提出一种基于数字孪生的入侵行为智能监控方法。首先,使用OurBIM图形引擎构建施工现场虚拟场景;其次,利用超宽带(UWB)实现人员和设备实时定位;再次,标定两类入侵区域;然后,提出入侵行为实时预警机制;最后,设计数字孪生系统,包括三维可视化、入侵区域设置、预警数据记录等功能,并将系统应用于成都轨道交通30号线一期的某换乘站项目。应用结果表明,该系统能够监控地铁基坑工程两类区域的人员入侵行为,综合预警成功率为96.8%,提升了施工现场的安全管理水平。该系统在工程安全智能化管理上提供理论参考和实践路径,并为其余工程的安全管理提供借鉴。 展开更多
关键词 地铁基坑工程 数字孪生 入侵行为 建筑信息模型(BIM) 超宽带(UWB)
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面向人本智造的数字孪生车间有效工时可解释性计算方法
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作者 罗国富 陈高威 +2 位作者 王昊琪 李浩 付瑞玲 《制造业自动化》 2025年第8期141-150,共10页
针对制造车间工人有效工时难以精确计算和可解释性差的问题,从工业5.0以人为本的理念出发,提出了一种面向人本智造的数字孪生车间有效工时可解释性计算方法。首先,建立基于数字孪生的制造车间有效工时可解释性计算方法框架。然后,提出... 针对制造车间工人有效工时难以精确计算和可解释性差的问题,从工业5.0以人为本的理念出发,提出了一种面向人本智造的数字孪生车间有效工时可解释性计算方法。首先,建立基于数字孪生的制造车间有效工时可解释性计算方法框架。然后,提出机器视觉与UWB集成的工人位置检测方法,实现工人位置的精确定位;然后,根据工人的工作行为和非工作行为的检测计算其有效工时,并提供对应的可解释性三维显示;最后,以河南省机械装备智能制造重点实验室为对象,在Unity3D平台上开发原型系统,验证所提出方法的可行性与有效性。 展开更多
关键词 人本智造 数字孪生车间 工时计算 行为检测 可解释性
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基于行为克隆的机械臂多智能体深度强化学习轨迹跟踪控制 被引量:1
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作者 易佳豪 王福杰 +3 位作者 胡锦涛 秦毅 郭芳 罗俊轩 《计算机应用研究》 北大核心 2025年第4期1025-1033,共9页
针对具有非线性干扰以及多变环境的机械臂轨迹跟踪问题,提出了一种结合行为克隆(behavior cloning,BC)的多智能体深度强化学习(multi-agent deep reinforcement learning,MDRL)控制方法。多智能体控制算法中包含了以孪生延迟深度确定性... 针对具有非线性干扰以及多变环境的机械臂轨迹跟踪问题,提出了一种结合行为克隆(behavior cloning,BC)的多智能体深度强化学习(multi-agent deep reinforcement learning,MDRL)控制方法。多智能体控制算法中包含了以孪生延迟深度确定性策略梯度算法(twin delayed deep deterministic policy gradient algorithm,TD3)为基底算法的比例积分微分智能体(proportional-integral-derivative agent,PID agent)和直接用深度强化学习策略输出扭矩的智能体(direct deep reinforcement learning agent,DDR agent),并采用两个奖励函数来优化两个agent的策略网络。PID agent用于输出PID控制器的参数,再由PID控制器输出力矩控制机械臂以增加控制器的跟踪泛性,DDR agent则直接输出扭矩增加控制器的抗干扰性。为了克服多智能体训练难度高的问题,在训练中引入行为克隆技术,利用PID控制器的专家经验对PID agent进行预训练,形成预策略在训练初期就可以输出较合适的PID参数,增加有效经验来加速训练过程的奖励收敛。为了验证方法的有效性,通过欧拉拉格朗日建模二自由度机械臂,并在具有干扰的多种环境下进行仿真实验对比。实验结果表明,所提算法在具有随机干扰环境以及与训练轨迹不同的跟踪轨迹中都具有最好的跟踪效果,验证了所提算法的有效性。 展开更多
关键词 多智能体 孪生延迟深度确定性策略梯度 深度强化学习 轨迹跟踪 行为克隆
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