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A multi-sensor-based distributed real-time measurement system for glacier deformation
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作者 DONG Han-chuan LIU Shuang +4 位作者 PANG Li-li TAO Zhi-gang FANG Li-de ZHANG Zhong-hua LI Xiao-ting 《Journal of Mountain Science》 SCIE CSCD 2023年第10期2913-2927,共15页
Glacier disasters occur frequently in alpine regions around the world,but the current conventional geological disaster measurement technology cannot be directly used for glacier disaster measurement.Hence,in this stud... Glacier disasters occur frequently in alpine regions around the world,but the current conventional geological disaster measurement technology cannot be directly used for glacier disaster measurement.Hence,in this study,a distributed multi-sensor measurement system for glacier deformation was established by integrating piezoelectric sensing,coded sensing,attitude sensing technology and wireless communication technology.The traditional Modbus protocol was optimized to solve the problem of data identification confusion of different acquisition nodes.Through indoor wireless transmission,adaptive performance analysis,error measurement experiment and landslide simulation experiment,the performance of the measurement system was analyzed and evaluated.Using unmanned aerial vehicle technology,the reliability and effectiveness of the measurement system were verified on the site of Galongla glacier in southeastern Tibet,China.The results show that the mean absolute percentage errors were only 1.13%and 2.09%for the displacement and temperature,respectively.The distributed glacier deformation real-time measurement system provides a new means for the assessment of the development process of glacier disasters and disaster prevention and mitigation. 展开更多
关键词 Glacier disasters Distributed deformation measurement MULTI-SENSOR real-time LoRa Data adaptive.
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Real-Time Black Carbon Emissions from Light-Duty Passenger Vehicles Using a Portable Emissions Measurement System 被引量:1
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作者 Xuan Zheng Liqiang He +4 位作者 Xiaoyi He Shaojun Zhang Yihuan Cao Jiming Hao Ye Wu 《Engineering》 SCIE EI CAS 2022年第9期73-81,共9页
Black carbon(BC)is considered the second largest anthropogenic climate forcer,but the radiative effects of BC are highly correlated with its combustion sources.On-road vehicles are an important source of anthropogenic... Black carbon(BC)is considered the second largest anthropogenic climate forcer,but the radiative effects of BC are highly correlated with its combustion sources.On-road vehicles are an important source of anthropogenic BC.However,there are major uncertainties in the estimates of the BC emissions from on-road light-duty passenger vehicles(LDPVs),and results obtained with the portable emissions measurement system(PEMS)method are particularly lacking.We developed a PEMS platform and evaluated the on-road BC emissions from ten in-use LDPVs.We demonstrated that the BC emission factors(EFs)of gasoline direction injection(GDI)engine vehicles range from 1.10 to 1.56 mg.km^(-1),which are higher than the EFs of port fuel injection(PFI)engine vehicles(0.10–0.17 mg.km^(-1))by a factor of 11.The BC emissions during the cold-start phase contributed 2%–33%to the total emissions.A strong correlation(R^(2)=0.70)was observed between the relative BC EFs and average vehicle speed,indicating that traffic congestion alleviation could effectively mitigate BC emissions.Moreover,BC and particle number(PN)emissions were linearly correlated(R^(2)=0.90),and compared to PFI engine vehicles,the instantaneous PN-to-BC emission rates of GDI engine vehicles were less sensitive to vehicle specific power-to-velocity(VSPV)increase in all speed ranges. 展开更多
关键词 Black carbon Light-duty gasoline vehicles Portable emissions measurement system real-time emissions
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Real-time forward modeling and inversion of logging-while-drilling electromagnetic measurements in horizontal wells 被引量:1
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作者 WANG Lei LIU Yingming +2 位作者 WANG Caizhi FAN Yiren WU Zhenguan 《Petroleum Exploration and Development》 CSCD 2021年第1期159-168,共10页
Based on the pseudo-analytical equation of electromagnetic log for layered formation,an optimal boundary match method is proposed to adaptively truncate the encountered formation structures.An efficient integral metho... Based on the pseudo-analytical equation of electromagnetic log for layered formation,an optimal boundary match method is proposed to adaptively truncate the encountered formation structures.An efficient integral method is put forward to significantly accelerate the convergence of Sommerfeld integral.By asymptotically approximating and subtracting the first reflection/transmission waves from the scattered field,the new Sommerfeld integral method has addressed difficulties encountered by the traditional digital filtering method,such as low computational precision and limited operating range,and realized the acceleration of the computation speed of logging-while-drilling electromagnetic measurements(LWD EM).By making use of the priori information from the offset/pilot wells and interactively adjusting the formation model,the optimum initial guesses of the inversion model is determined in order to predict the nearby formation boundaries.The gradient optimization algorithm is developed and an interactive inversion system for the LWD EM data from the horizontal wells is established.The inverted results of field data demonstrated that the real-time interactive inversion method is capable of providing the accurate boundaries of layers around the wellbore from the LWD EM,and it will benefit the wellbore trajectory optimization and reservoir interpretation. 展开更多
关键词 logging-while-drilling electromagnetic measurement horizontal well real-time forward modeling interactive inversion bed boundary
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Real-time observation of integrin bending/unbending conformational changes on living cells
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作者 Wei Chen,Cheng Zhu(Coulter Department of Biomedical Engineering Georgia Institute of Technology,Atlanta,GA 30332-0363,USA) 《医用生物力学》 EI CAS CSCD 2010年第S1期9-10,共2页
Introduction Integrins are a large family of adhesion molecules broadly expressed on the surface of a wide variety of cells as heterodimers. Binding of integrins to ligands provides not only mechanical anchorage for t... Introduction Integrins are a large family of adhesion molecules broadly expressed on the surface of a wide variety of cells as heterodimers. Binding of integrins to ligands provides not only mechanical anchorage for the cell to another cell or 展开更多
关键词 real-time observation of integrin bending/unbending conformational changes on living cells TIME
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Research on Collaboration Theory of Distributed Measurement System and Real-Time of Communication Platform
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作者 SHENYan 《Journal of Electronic Science and Technology of China》 2005年第1期95-95,共1页
关键词 distributed measurement system agent technology swarm intellgence Particle Swarm Optimization algorithm Collaboration model Switched Ethernet real-time Scheduling AEROENGINE
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MEASUREMENT OF INTERNAL STRESSES OF METAL MULTILAYER COMPOSITE COATINGS
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作者 顾卓明 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 1997年第Z1期33-36,共4页
The principle, formula and determination of internal stresses of metal multilayer composite coatings by means of the bending strip method were studied. Using this method, internal stresses of ion-plated metal multilay... The principle, formula and determination of internal stresses of metal multilayer composite coatings by means of the bending strip method were studied. Using this method, internal stresses of ion-plated metal multilayer composite coatings and thick monolayer coating of aluminium bronze, stainless steel and nickel-iron alloy were determined. The reason of decrement in internal stresses of multilayer composite coatings was discussed. 展开更多
关键词 metal multilayer composite coating measurement of internal stresses bending strip method
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Establishment of a Real-time Fluorescent Quantitative PCR Assay for Detection of Genetically Modified Maize Line MON88017
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作者 Jun SONG Dong WANG 《Agricultural Biotechnology》 CAS 2017年第1期15-19,22,共6页
In order to improve the standardized technical systems of quantitative analyses for genetically modified organisms (GMOs) and products, ensure bio-safety and reduce ecological risk in China, a real-time fluorescent ... In order to improve the standardized technical systems of quantitative analyses for genetically modified organisms (GMOs) and products, ensure bio-safety and reduce ecological risk in China, a real-time fluorescent quantitative PCR assay was established for detection of genetically modified maize line MON88017. The established method was evaluated based on the specificity, sensitivity, accuracy and measurement uncertainty. The results showed that the established method had strong specificity in detection of genetically modified maize line MON88017. 1.50% MON88017 sample was detected with 29 replica- tions. The average measured value ( 1. 541% ) was close to the actual value ( 1.50% ) and the relative deviation was 2.70%. The variation coefficient of the measured value was 0.110 g ; the recovery was 100.00% and the measurement uncertainty was 0. 096. The limit of detection for genetically modified maize line MON88017 with the established method was 5 copies at the 97.5% confidence level. Thus, the real-time fluorescent quantitative PCR assay established in this study exhibited high specificity, accuracy and sensitivity, which could provide technical support for the safety supervision of genetically modified organ- isms and products in China. 展开更多
关键词 Genetically modified maize real-time fluorescent quantitative PCR SPECIFICITY Sensitivity ACCURACY measurement uncertainty
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A Method of Insulator’s NSDD Measurement and Its Device Based on Laser Transmission Principle
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作者 Yang Liu Song Gao +1 位作者 Jie Chen Yanlong Lu 《Journal of Power and Energy Engineering》 2014年第4期518-524,共7页
Accuracy measurement of the Non-soluble Deposit Density (NSDD) on the insulator surface is very important for the transmission line anti-pollution flashover works. A method to measure the NSDD on double sheds porcelai... Accuracy measurement of the Non-soluble Deposit Density (NSDD) on the insulator surface is very important for the transmission line anti-pollution flashover works. A method to measure the NSDD on double sheds porcelain insulator surface based on laser transmission principle is proposed in this paper. Laser unit and luminous intensity sensor are installed between the up and down surface of the double sheds porcelain insulators, two glass tablets are put between the double sheds. The contamination on the glass tablets will influence the luminous intensity that reaches the intensity sensor. The luminous signal is changed to electrical signal, and the insulator’s NSDD could be obtained based on the difference of luminous intensity. The device can be used in online monitoring of the insulator's NSDD condition on the insulator surface. 展开更多
关键词 LASER Transmission NSDD LUMINOUS INTENSITY real-time measurement DEVICE
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Development of All-Weather and Real-Time Bottom-Mounted Monitor of Bed Load Quantity
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作者 窦希萍 左其华 +1 位作者 应强 黄海龙 《China Ocean Engineering》 SCIE EI CSCD 2014年第6期807-814,共8页
Quantity of bed load is an important physical parameter in sediment transport research. Aiming at the difficulties in the bed load measurement, this paper develops a bottom-mounted monitor to measure the bed load tran... Quantity of bed load is an important physical parameter in sediment transport research. Aiming at the difficulties in the bed load measurement, this paper develops a bottom-mounted monitor to measure the bed load transport rate by adopting the sedimentation pit method and resolving such key problems as weighing and desilting, which can achieve long-time, all-weather and real-time telemeasurement of the bed load transport rate of plain rivers, estuaries and coasts. Both laboratory and field tests show that this monitor is reasonable in design, stable in properties and convenient in measurement, and it can be used to monitor the bed load transport rate in practical projects. 展开更多
关键词 quantity of bed load bed load rate sediment transport real-time monitoring measuring apparatus
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溢洪道弯道段流态改善试验研究和应用
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作者 黄智敏 付波 +1 位作者 陆汉柱 黄健东 《广东水利水电》 2024年第4期9-13,24,共6页
溢洪道泄槽弯道泄流时,弯道段内易产生横向冲击波,水流紊乱,流态较差,会不同程度地影响溢洪道的正常运行。该文根据广东省部分水库陡槽溢洪道水力模型试验研究成果,介绍改善溢洪道泄槽弯道段流态的断面超高、斜向高低坎、纵向导流墙、... 溢洪道泄槽弯道泄流时,弯道段内易产生横向冲击波,水流紊乱,流态较差,会不同程度地影响溢洪道的正常运行。该文根据广东省部分水库陡槽溢洪道水力模型试验研究成果,介绍改善溢洪道泄槽弯道段流态的断面超高、斜向高低坎、纵向导流墙、阶梯跌坎、弯道前设置消力池等工程措施,并对各种工程措施的适用性进行分析,研究成果可供类似工程设计和运行参考。 展开更多
关键词 陡槽溢洪道 弯道 流态 工程措施 试验研究
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基于光纤传感技术的手臂弯曲角度检测系统教学仿真设计
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作者 王宁 张雷洪 +3 位作者 宋丹萍 郑俏 许亮 金涛 《智能计算机与应用》 2024年第4期141-145,共5页
随着光纤技术与传感器技术的快速发展,光纤传感具备高灵敏度、强抗干扰能力、体积小、重量轻、低成本等特点,在测量受伤患者手臂弯曲角度时具有独特优势。同时,光纤传感技术也能够很好地应用在动态角度测量中,有助于解决在医疗康复中角... 随着光纤技术与传感器技术的快速发展,光纤传感具备高灵敏度、强抗干扰能力、体积小、重量轻、低成本等特点,在测量受伤患者手臂弯曲角度时具有独特优势。同时,光纤传感技术也能够很好地应用在动态角度测量中,有助于解决在医疗康复中角度测量设备体积大、测量精度差、成本高等问题。本文基于光纤传感技术设计了手臂弯曲角度检测教学仿真系统,使用TracePro光学仿真软件建立光纤弯曲模型,采用光纤弯曲代替手臂弯曲,对光纤在不同弯曲角度下光强度变化规律进行仿真,得到总光通量随光纤弯曲角度的变化关系。 展开更多
关键词 弯曲模型 光纤传感 TRACEPRO 角度测量
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深井超深井大尺寸井眼钻具疲劳失效分析与防控
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作者 马勇 张佳伟 +6 位作者 范宇 黄洪春 邹灵战 卓鲁斌 邢星 李洪 刘斌 《天然气工业》 EI CAS CSCD 北大核心 2024年第6期74-86,共13页
地球深部蕴藏着丰富的油气资源,随着深井超深井钻井数量的递增,钻具失效(断钻具、钻具刺漏)事故呈现逐年递增趋势。为进一步明确深井超深井大尺寸井眼钻具失效原因、减少钻具失效事故,梳理了近年来中国石油西部三大油田钻具失效情况及特... 地球深部蕴藏着丰富的油气资源,随着深井超深井钻井数量的递增,钻具失效(断钻具、钻具刺漏)事故呈现逐年递增趋势。为进一步明确深井超深井大尺寸井眼钻具失效原因、减少钻具失效事故,梳理了近年来中国石油西部三大油田钻具失效情况及特征,并以西部油田某口典型超深井?444.50 mm井眼连续5次断钻具事故为对象开展原因分析。首先基于弹性动力学密哈顿原理(Hamilton’s principle)和纽马克方法(Newmark-β)建立了钻具动力学模型,结合雨流法和Miner疲劳损伤累积理论实现对钻具运动、受力及疲劳寿命的定量评价,并验证了模型的准确性,最后提出了大尺寸井眼预防断钻具配套工艺措施。研究结果表明:(1)深井超深井中钻具失效主要发生在上部大尺寸井段,失效位置多集中在下部钻具接头或本体尺寸较小的薄弱位置;(2)因钻具横向振动诱发高频弯曲应力是导致钻具疲劳失效的主要因素,持续剧烈的横向振动在数小时内会导致钻具疲劳失效;(3)提高下部钻具组合刚度、使用“高钻压+低转速”参数钻进有助于降低钻具横振强度;(4)因钻具组合刚度偏小、钻井参数不合理导致下部钻具剧烈横向振动,叠加“中性点”在钻具接头及本体尺寸较小等薄弱位置反复交替,是典型案例井连续断钻具的直接原因。结论认为,建立的模型可以定量评估钻具疲劳失效情况,提出的预防措施可为深井超深井大尺寸井眼预防钻具失效提供技术参考。 展开更多
关键词 深井超深井 大尺寸井眼 钻柱动力学 横向振动 高频弯曲应力 疲劳失效 防控措施
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推进轴系弯-纵耦合非线性效应对推力测量精度影响研究
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作者 邹冬林 马相龙 +4 位作者 吴昊 薛林 杨宇泽 塔娜 饶柱石 《船舶力学》 EI CSCD 北大核心 2024年第7期1063-1072,共10页
高精度监测推进轴系推力对船舶快速性预报、船-机-桨优化匹配及轴系健康管理等具有重要意义。然而,对于超长推进轴系,由于其跨距大、细长比(轴系半径与长度之比)小、且承受推力大,此时轴系将产生严重弯-纵耦合非线性变形。这将对基于应... 高精度监测推进轴系推力对船舶快速性预报、船-机-桨优化匹配及轴系健康管理等具有重要意义。然而,对于超长推进轴系,由于其跨距大、细长比(轴系半径与长度之比)小、且承受推力大,此时轴系将产生严重弯-纵耦合非线性变形。这将对基于应变或变形位移等形变信息来测量推力的方法产生重要影响。因此,本文研究推进轴系弯-纵耦合非线性效应对推力测量精度的影响。考虑Von Karman非线性位移-应变关系,利用Hamilton变分原理结合有限元方法建立推进轴系非线性力学模型,研究弯-纵耦合效应对轴系变形位移和应变的影响规律,以及由此引起的推力测量误差。研究结果表明:在低转速时,轴系弯-纵耦合效应较弱,对推力测量影响很小;高转速时,忽略轴系弯-纵耦合效应将引起较大测量误差(240 r/min时,误差可达13.95%);测点越靠近螺旋桨,弯-纵耦合效应越强,推力测量误差越大,因此将测点布置在轴系前端推力轴承附近可有效减少轴系弯-纵耦合效应引起的测量误差。研究结果对跨度大、细长比小的超长轴系推力测量有指导意义。 展开更多
关键词 推进轴系 推力测量 非线性 弯-纵耦合 有限元法
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面向通感一体系统的耐弯三芯光纤
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作者 张泽霖 秦钰 +5 位作者 周慧 许维维 蒋新力 马麟 沈一春 肖力敏 《光通信技术》 北大核心 2024年第1期80-84,共5页
为了同时兼顾狭小空间下的光纤数据通信与环境感知,设计并制备了一种面向通感一体系统的耐弯三芯光纤。该光纤采用三角形纤芯排布和深掺氟折射率沟道结构,标准外径为125μm,优化了O波段(1260~1360 nm)的传输特性,具有与G.657.A1光纤相... 为了同时兼顾狭小空间下的光纤数据通信与环境感知,设计并制备了一种面向通感一体系统的耐弯三芯光纤。该光纤采用三角形纤芯排布和深掺氟折射率沟道结构,标准外径为125μm,优化了O波段(1260~1360 nm)的传输特性,具有与G.657.A1光纤相似的布里渊增益谱(BGS)分布。测试结果表明:在1310 nm波长处,芯层的平均损耗为0.58 dB/km,平均芯间串扰低于-50 dB/km;当最小弯曲半径R=10 mm且缠绕50圈时,光纤的弯曲损耗低于0.1 dB。 展开更多
关键词 三芯光纤 弯曲损耗 受激布里渊散射 快速测量 数据通信
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陡倾反向岩质边坡变形破坏机理及处治措施
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作者 廖廷周 刘黔 《科学技术创新》 2024年第14期191-194,共4页
随着公路建设规模增大,陡倾反向岩质边坡变形破坏在建设中逐渐增多,勘察设计人员往往忽略该类边坡的工程地质分析及综合处治措施,本文以贵州某道路陡倾反向岩质边坡变形破坏及处治措施为例,对边坡岩体结构、环境地质条件、变形破坏特征... 随着公路建设规模增大,陡倾反向岩质边坡变形破坏在建设中逐渐增多,勘察设计人员往往忽略该类边坡的工程地质分析及综合处治措施,本文以贵州某道路陡倾反向岩质边坡变形破坏及处治措施为例,对边坡岩体结构、环境地质条件、变形破坏特征等进行综合分析,重点讨论了边坡变形产生的主要影响因素及重点加固处治措施,为同类项目提供工程经验。 展开更多
关键词 陡倾反向岩质边坡 弯曲破坏 破坏机理 加固处治措施
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宽厚板生产中镰刀弯的成因分析及控制措施
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作者 张胜宏 《山西冶金》 CAS 2024年第5期232-233,236,共3页
在宽厚板热轧生产过程中,板材比较容易出现镰刀弯现象,影响产品质量和市场需求。减少板材生产出现镰刀弯现象,有效提高宽厚板成材率,是宽厚板生产发展的关键。鉴于此,分析了宽厚板生产过程中产生镰刀弯现象的原因,并提出了相应控制措施... 在宽厚板热轧生产过程中,板材比较容易出现镰刀弯现象,影响产品质量和市场需求。减少板材生产出现镰刀弯现象,有效提高宽厚板成材率,是宽厚板生产发展的关键。鉴于此,分析了宽厚板生产过程中产生镰刀弯现象的原因,并提出了相应控制措施,使得宽厚板生产中镰刀弯现象得到有效控制,提高了宽厚板生产合格率。 展开更多
关键词 宽厚板 镰刀弯 成因 控制措施
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大跨度铁路斜拉桥索力快速识别方法研究
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作者 曹阳梅 《铁道标准设计》 北大核心 2024年第4期116-122,共7页
大跨度铁路桥梁天窗时间有限且上道条件苛刻,如何基于常规监测设备利用简易方式实现大跨度铁路斜拉桥索力高精度识别十分重要。研究提出一种考虑斜拉索抗弯刚度的索力快速识别方法,既可提高索力识别精度又可大量简化运营期索力识别步骤... 大跨度铁路桥梁天窗时间有限且上道条件苛刻,如何基于常规监测设备利用简易方式实现大跨度铁路斜拉桥索力高精度识别十分重要。研究提出一种考虑斜拉索抗弯刚度的索力快速识别方法,既可提高索力识别精度又可大量简化运营期索力识别步骤,且不受拉索边界条件和铁路桥梁实际运营状态的限制。研究表明,抗弯刚度是对索力识别精度影响较大的因素之一,通过考虑拉索实际抗弯刚度可以提高索力识别的准确性,基于拉索加速度振动实测数据在拉索简支梁模型基础上建立索频、索力以及抗弯刚度的函数关系,通过数值方法计算实测多阶模态下抗弯刚度—索力连续变化图,再通过多阶模态的交线则可进一步确定拉索的唯一抗弯刚度和索力值,并以某大跨度铁路斜拉桥为依托工程,对方法的有效性进行了验证。结果表明:(1)该方法识别的索力结果相对误差可降低5.22%,换算成绝对索力值可达254.45 kN;(2)在实际应用中识别结果易受到低阶频率干扰,宜采用拉索高阶频率进行识别,建议采用5阶及以上实测频率。 展开更多
关键词 大跨度铁路桥梁 斜拉桥 索力识别 抗弯刚度 简支梁模型 实测频率 多阶模态交线
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U型弯道内L型丁坝群对不同水位水流水力特性影响试验研究
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作者 杨亚杰 杨海鹏 +3 位作者 景何仿 何斌 李昕 张茹凤 《水力发电》 CAS 2024年第5期117-121,共5页
弯道影响通航的同时,易造成水土流失、河床淤积等现象。L型丁坝群是一种常用的水利工程结构,能调整水流速度、改善水流动力学特性,用于保护河岸线、防止淤积。我国多数河流常年无固定水位,布置丁坝群后,不同水位下,丁坝群对水流特性的... 弯道影响通航的同时,易造成水土流失、河床淤积等现象。L型丁坝群是一种常用的水利工程结构,能调整水流速度、改善水流动力学特性,用于保护河岸线、防止淤积。我国多数河流常年无固定水位,布置丁坝群后,不同水位下,丁坝群对水流特性的影响情况值得研究。为此,通过试验,使用粒子图像测速系统和无线水位测量系统,分别对水流流速和水位等物理量进行测量、记录,并通过Matlab软件分析了不同水位下丁坝群对水流的影响情况,得出如下结论:随着水位的增加,水流速度逐渐减小,丁坝群下游部分是防冲刷和淤积的最佳位置,且坝高水深比影响丁坝作用的发挥,当比值为2.5左右时,可使丁坝群的作用得到良好发挥,在工程设计中可予以考虑。 展开更多
关键词 U型弯道 L型丁坝群 坝高水深比 粒子图像测速系统 水力特性
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The real-time measurement of welding temperature field and closed-loop control of isotherm width 被引量:2
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作者 张华 潘际銮 廖宝剑 《Science China(Technological Sciences)》 SCIE EI CAS 1999年第2期129-135,共7页
The real-time measurement of welding temperature field by colorimetric method is described, and with the data acquired from it closed-loop control system of the parameters of temperature field is developed and tested.... The real-time measurement of welding temperature field by colorimetric method is described, and with the data acquired from it closed-loop control system of the parameters of temperature field is developed and tested. Experimental results prove that it has high measurement speed (time of a field within 0.5s) and good dynamic response quality. Weld penetration can be controlled satisfactorily under unstable welding condition. 展开更多
关键词 welding temperature field thermal CYCLE real-time measurement CLOSED-LOOP control of penetration.
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Real-time adaptive particle image velocimetry for accurate unsteady flow field measurements 被引量:1
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作者 OUYANG ZhenXing YANG Hua +2 位作者 LU Jin HUANG YongAn YIN ZhouPing 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2022年第9期2143-2155,共13页
Almost all conventional open-loop particle image velocimetry(PIV) methods employ fixed-interval-time optical imaging technology and the time-consuming cross-correlation-based PIV measurement algorithm to calculate the... Almost all conventional open-loop particle image velocimetry(PIV) methods employ fixed-interval-time optical imaging technology and the time-consuming cross-correlation-based PIV measurement algorithm to calculate the velocity field.In this study,a novel real-time adaptive particle image velocity(RTA-PIV) method is proposed to accurately measure the instantaneous velocity field of an unsteady flow field.In the proposed closed-loop RTA-PIV method,a new correlation-filter-based PIV measurement algorithm is introduced to calculate the velocity field in real time.Then,a Kalman predictor model is established to predict the velocity of the next time instant and a suitable interval time can be determined.To adaptively adjust the interval time for capturing two particle images,a new high-speed frame-straddling vision system is developed for the proposed RTA-PIV method.To fully analyze the performance of the RTA-PIV method,we conducted a series of numerical experiments on ground-truth image pairs and on real-world image sequences. 展开更多
关键词 real-time adaptive particle image velocimetry flow field measurement high-speed vision correlation filter
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