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A new tube chamber system for evaluation of anterior chamber pressure during phacoemulsification tested in porcine eyes
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作者 Fumiaki Higashijima Makoto Hatano +5 位作者 Manami Ohta Tadahiko Ogata Takuya Yoshimoto Atsushige Ashimori Makiko Wakuta Kazuhiro Kimura 《International Journal of Ophthalmology(English edition)》 2025年第1期9-14,共6页
AIM:To measure the optimal anterior chamber pressure(ACP)for safe phacoemulsification using a new tube chamber system with internal pressure measurement function in the porcine eye.METHODS:The 20-gauge and 21-gauge st... AIM:To measure the optimal anterior chamber pressure(ACP)for safe phacoemulsification using a new tube chamber system with internal pressure measurement function in the porcine eye.METHODS:The 20-gauge and 21-gauge straight tips with yellow and orange sleeves,respectively,were covered by a test chamber combined with a pressure sensor for measuring ACP.This was measured for 20s from 10s after starting aspiration in the linear mode using vacuum levels of 200 and 150 mm Hg with a 20-gauge tip,and 300 and 250 mm Hg with a 21-gauge tip.Using a porcine eye,a pressure sensor fixed with a 0.9 mm corneal incision measured ACP.For the posterior capsule contact assay,porcine eyes were treated as described above,and the ultrasonic needle tip was held at the height of the iris and aspirated for 30s in linear mode at a vacuum of 200 and 150 mm Hg for the 20-gauge tip,and 300 and 250 mm Hg for the 21-gauge tip.The bottle height at which the posterior capsule accidentally contacted the ultrasonic tip was recorded,and the estimated ACP was calculated.RESULTS:The internal pressure of the new tube chamber system and ACP from the porcine eye closely matched proportional changes at vacuum levels of 200 and 150 mm Hg with 20-gauge tips.Similarly,proportional changes at vacuum levels of 300 and 250 mm Hg with the 21-gauge tip were nearly equal.The bottle height at which the posterior capsule contacted with the tip and estimated ACP were 57.5±12.6 cm(20.2±7.9 mm Hg)at 200 mm Hg with a 20-gauge tip,35.0±10.0 cm(16.6±6.3 mm Hg)at 150 mm Hg with a 20-gauge tip,47.5±12.6 cm(18.7±8.7 mm Hg)at 300 mm Hg with a 21-gauge tip,and 32.5±5.0 cm(15.7±3.5 mm Hg)at 250 mm Hg with a 21-gauge tip.CONCLUSION:A comprehensive understanding of this chamber system’s characteristics and usage can resolve anterior chamber instability caused by changing preoperative settings on the phaco machine. 展开更多
关键词 test chamber cataract surgery SETTINGS anterior chamber stability
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Tried and Tested Online
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作者 Hou Weili 《ChinAfrica》 2017年第10期22-23,共2页
THE name Zhen Huan has once again become a household name across China, On August 18, 2017, the author of the popular novel featuring Zhen's life in the imperial court in the Qing Dynasty (1644-1911), now also a hi... THE name Zhen Huan has once again become a household name across China, On August 18, 2017, the author of the popular novel featuring Zhen's life in the imperial court in the Qing Dynasty (1644-1911), now also a hit TV series, filed the first case tried by the first online court, Hangzhou Court of the Internet, in China - and the world, 展开更多
关键词 Tried and tested Online
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Variation of the mechanical properties of tungsten heavy alloys tested at different temperatures 被引量:4
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作者 S.H.Islam 《Rare Metals》 SCIE EI CAS CSCD 2011年第4期392-395,共4页
The high-temperature mechanical properties of 95W-3.5Ni-1.5Fe and 95W-4.5Ni-0.5Co alloys were investigated in the temperature range of room temperature to1100℃. The yield strength and tensile strengths declined gradu... The high-temperature mechanical properties of 95W-3.5Ni-1.5Fe and 95W-4.5Ni-0.5Co alloys were investigated in the temperature range of room temperature to1100℃. The yield strength and tensile strengths declined gradually, and the ductility of both alloys increased as the testing temperature was increased to 300℃. All the three properties reached a plateau at temperatures between 300 and 500℃ in the case of 95W-3.5Ni-l.5Fe and at temperatures between 350 and 700℃ in the case of 95W-4.5Ni-0.5Co. Thereafter, the ductility as well as yield and tensile strengths decreased considerably. 展开更多
关键词 liquid phase sintering tungsten alloys tensile testing mechanical properties
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Factors Affected HIV Testing and HIV Infection among Internet-based Self-testing MSM Who Never Tested for HIV in Beijing,China 被引量:2
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作者 JIN Xia XIAO Dong +5 位作者 XU Jun Jie SMITH M Kumi XIU Xiang Fei DING Zheng Wei CAO Ning Xiao BAO Yu Gang 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2020年第10期775-779,共5页
Around half of the men who have sex with men(MSM)have never been tested for human immunodeficiency virus(HIV),even though the health authorities promoted a massive scale-up of HIV testing and counseling in health faci... Around half of the men who have sex with men(MSM)have never been tested for human immunodeficiency virus(HIV),even though the health authorities promoted a massive scale-up of HIV testing and counseling in health facilities[1].HIV self-testing has been recommended by the World Health Organization as a user-friendly,convenient,rapid,and accurate approach to access HIV testing[2].An internet-based provision of self-testing services may be critical to the rollout of HIV self-testing,but more research is needed. 展开更多
关键词 testing massive CONVENIENT
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Performance of identical rockbolts tested on four dynamic testing rigs employing the direct impact method 被引量:1
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作者 Charlie C.Li John Hadjigeorgiou +5 位作者 Peter Mikula Greig Knox Bradley Darlington Renee Royer Andrzej Pytlik Michael Hosp 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2021年第4期745-754,共10页
Impact drop tests are routinely used to examine the dynamic performance of rockbolts.Numerous impact tests have been carried out in the past decades on independently designed,constructed and operated testing rigs.Each... Impact drop tests are routinely used to examine the dynamic performance of rockbolts.Numerous impact tests have been carried out in the past decades on independently designed,constructed and operated testing rigs.Each laboratory has developed testing procedures;thus,the results are often reported in different ways by various laboratories.The inconsistency in testing procedures and reporting formats presents a challenge when comparing results from different laboratories.A series of impact tests of identical rockbolts was carried out using the direct impact method(i.e.the mass free-fall method)on the rigs in four laboratories in different countries.The purpose of these tests was to investigate the level of consistency in the results from the four rigs.Each rig demonstrated a high level of repeatability,but differences existed between the various rigs.The differences would suggest that there is noticeable equipment-dependent bias when test results obtained from different laboratories are compared.It was also observed that the energy dissipated for the plastic displacement of the bolt was smaller than the impact energy in the tests.The average impact load(AIL)and the ultimate plastic displacement(D)of the bolt describe the ultimate dynamic performance of the bolt.In the case where the bolt does not rupture,the specific plastic energy(SPE)is an appropriate parameter in describing the impact performance of the bolt.Two other relevant parameters are the first peak load(FPL)and the initial stiffness(K)of the bolt sample.The information from this test series will guide the formulation of standardised testing procedures for dynamic impact tests of rockbolts. 展开更多
关键词 Dynamic test Drop test Impact test Rockbolt Rock reinforcement Ground support
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Women's willingness to be tested for human immunodeficiency virus during pregnancy: A review 被引量:4
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作者 Merav Ben-Natan Yelena Hazanov 《World Journal of Virology》 2015年第3期245-254,共10页
Mother-to-child-transmission of human immunodeficiency virus(HIV) is a primary cause of pediatric infections with HIV. Many of these infections involve women who were not tested early enough in pregnancy, or who didno... Mother-to-child-transmission of human immunodeficiency virus(HIV) is a primary cause of pediatric infections with HIV. Many of these infections involve women who were not tested early enough in pregnancy, or who didnot receive prevention services. HIV testing of pregnant women is considered to be one of the key strategies for preventing mother-to-child-transmission of HIV, but HIV testing rates among pregnant women in various countries remain suboptimal. Understanding the factors relating to women's willingness to be tested for HIV during pregnancy is critical for developing strategies to increase HIV testing rates among pregnant women. Extensive research points to various factors relating to women's willingness to be tested for HIV during pregnancy, and various recommendations aimed at improving testing rates among pregnant women have been suggested based on the research. In light of the goals set by the United Nations to reduce the rate of infants infected with HIV, it is necessary to summarize what is currently known regarding factors related to women's willingness to be tested for HIV during pregnancy. The purpose of this review is therefore to examine factors related to women's willingness to be tested for HIV during pregnancy, and to summarize recommendations for practice and further research. 展开更多
关键词 FEMALE Human IMMUNODEFICIENCY virus infection PREGNANCY Testing/screening Patient ACCEPTANCE of health CARE Research
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Study on Temperature Distribution of Specimens Tested on the Gleeble 3800 at Hot Forming Conditions
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作者 Tao Gao Long Ma Xiao-Guo Peng 《Journal of Electronic Science and Technology》 CAS 2014年第4期419-423,共5页
Taking Ti-6Al-4V specimens into consideration, the coupled thermal-electrical finite element model has been developed in Abaqus/Explicit to simulate the heating process in Gleeble 3800 and to study the temperature his... Taking Ti-6Al-4V specimens into consideration, the coupled thermal-electrical finite element model has been developed in Abaqus/Explicit to simulate the heating process in Gleeble 3800 and to study the temperature history and distribution in the specimen. In order to verify the finite element (FE) results, thermal tests are carried out on Gleeble 3800 for a Ti-6Al-4V specimen with a slot to in the centre of the specimen. The effects of the specimen size, heating rate, and air convection on the temperature distribution over the specimen have been investigated. The conclusions can be drawn as: the temperature gradient of the specimen decreases as the specimen size, heating rate, and vacuuming decrease. 展开更多
关键词 Coupled thermal-electrical simulation hot forming thermo-mechanical testing temperaturedistribution.
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Growth and feed efficiency of range performance tested beef bulls in the arid sweet bushveld of South Africa
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作者 Lesley Mashiloane Andre Bothma +2 位作者 Kabelo Madia Julius Sebei Khathutshelo Nephawe 《Open Journal of Animal Sciences》 2012年第4期258-264,共7页
Data consisting of test performance records of 725 bulls was analysed to evaluate trends for growth and feed efficiency, and to determine environmental factors that influence growth of range performance tested bulls i... Data consisting of test performance records of 725 bulls was analysed to evaluate trends for growth and feed efficiency, and to determine environmental factors that influence growth of range performance tested bulls in the arid sweet bushveld of South Africa. Performance data were subjected to regression procedures to estimate parameters of the slope (β) and intercept (α) for average daily gain (ADG) and Kleiber ratio (KR). Mixed procedures were applied to test for sources of variation in ADG and KR. There was an increase of 3.481 g/day/year and 0.528 g/day/ year in ADG for Nguni and Bonsmara bulls, respectively. The ADG trends’ respective feed efficiency as reflected by KR was 0.093 and 0.059. Herd of origin and test-year were the sources of variation for ADG while the variation in KR was due to the herd of origin, test-year, start-age and start-weight. Results indicated a steady increase in ADG and KR for range performance tested bulls in the arid sweet bushveld. 展开更多
关键词 BULL Performance Testing AVERAGE DAILY GAIN Kleiber Ratio
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Being Tested With Inequity A theoretical analysis of legitimate English in IETLS and TOEFL
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作者 王琳 《海外英语》 2012年第5X期118-120,共3页
With the ever increasing popularity of international standardized English proficiency tests,the test takers' craze for them has nev er been greater.However,the issue of the inequity which comes from the legitimate... With the ever increasing popularity of international standardized English proficiency tests,the test takers' craze for them has nev er been greater.However,the issue of the inequity which comes from the legitimate knowledge which decides a test-taker's score hasn't been fully exposed.The theoretical study of this issue in this paper helps explore the legitimate knowledge tested in international English proficiency tests.By examining the legitimate knowledge in the sample tests of IELTS and TOEFL,the study reveals the underlying bias which constitutes a decent score for the test takers.In the end,the study proposes a more balanced assessment model for discussion. 展开更多
关键词 ENGLISH PROFICIENCY Tests legitimate knowledge NEG
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隧道变形缝高聚物弹韧体性能对比研究
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作者 崔佳 方若全 +2 位作者 张辉 赵梦龙 仲建军 《交通节能与环保》 2025年第5期266-269,共4页
针对柔性拼接材料在隧道变形缝中的应用需求,本研究自主开发了TJ-300高聚物弹韧体材料,并与同类进口材料和国产材料,通过车辙试验、低温弯曲试验与Overlay Test试验进行了路用性能对比研究。结果表明,TJ-300高聚物弹韧体60℃动稳定度达... 针对柔性拼接材料在隧道变形缝中的应用需求,本研究自主开发了TJ-300高聚物弹韧体材料,并与同类进口材料和国产材料,通过车辙试验、低温弯曲试验与Overlay Test试验进行了路用性能对比研究。结果表明,TJ-300高聚物弹韧体60℃动稳定度达到1898次/mm,较同类国产材料及两种进口材料分别提高了7.6%、610%和30.4%;-10℃极限抗弯拉应变大于60 000με,较同类国产材料提高了50.7%;1 000次OT循环荷载损失仅为36%,同类国内外产品分别为78.2%、53.7%和67%,较同类产品具有一定优势。 展开更多
关键词 隧道变形缝 高聚物弹韧体 路用性能 Overlay Test试验
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Corrigendum to"Inhibiting interfacial transport loss for efficient organic nonfullerene solar cells and photodetectors"[J.Energy Chem.99(2024)165-171]
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作者 Jijiao Huang Bin Li +1 位作者 Yuxin Kong Jianyu Yuan 《Journal of Energy Chemistry》 2025年第5期146-146,共1页
It is regretful that the data error due to the large number of samples tested.The correct data and figure should be as follows:This correction have no impact on the remainder of the manuscript,the interpretation of th... It is regretful that the data error due to the large number of samples tested.The correct data and figure should be as follows:This correction have no impact on the remainder of the manuscript,the interpretation of the data,or the conclusions reached.The authors would like to apologize for any inconvenience caused. 展开更多
关键词 organic nonfullerene solar cells interfacial transport loss data error PHOTODETECTORS interpretation dataor correct data figure samples tested
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Prevalence of Helicobacter pylori infection in Chinese military personnel:A cross-sectional,multicenter-based study 被引量:1
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作者 Han-Chen Min Chun-Yan Zhang +9 位作者 Fang-Yu Wang Xiao-Hui Yu Shan-Hong Tang Hong-Wu Zhu Ya-Gang Zhao Ji-Luo Liu Jian Wang Jing-Han Guo Xiao-Mei Zhang Yun-Sheng Yang 《World Journal of Gastroenterology》 SCIE CAS 2025年第3期42-49,共8页
BACKGROUND Helicobacter pylori(H.pylori)infection is a prevalent disease encountered in military internal medicine and recognized as the main cause of dyspepsia,gastritis,and peptic ulcer,which are common diseases in ... BACKGROUND Helicobacter pylori(H.pylori)infection is a prevalent disease encountered in military internal medicine and recognized as the main cause of dyspepsia,gastritis,and peptic ulcer,which are common diseases in military personnel.Current guidelines in China state all patients with evidence of active infection with H.pylori are offered treatment.However,the prevalence of H.pylori infection and its regional distribution in the military population remain unclear,which hinders effective prevention and treatment strategies.Understanding the prevalence of H.pylori infection in the military population will aid in the development of customized strategies to better manage this infectious disease.AIM To investigate the prevalence of H.pylori infection in the Chinese military population in different geographic areas.METHODS This multicenter,retrospective study included 22421 individuals from five tertiary hospitals located in north,east,southwest,and northwest cities of China.H.pylori infection was identified using the urea breath test,which had been performed between January 2020 and December 2021.RESULTS Of the 22421 military service members,7416(33.1%)were urea breath test-positive.The highest prevalence of H.pylori was in the 30-39 years age group for military personnel,with an infection rate of 34.9%.The majority of infected subjects were younger than 40-years-old,accounting for 70.4%of the infected population.The individuals serviced in Lanzhou and Chengdu showed a higher infection prevalence than those in Beijing,Nanjing,and Guangzhou,with prevalence rates of 44.3%,37.9%,29.0%,31.1%,and 32.3%,respectively.CONCLUSION H.pylori infection remains a common infectious disease among military personnel in China and has a relatively high prevalence rate in northwest China. 展开更多
关键词 Helicobacter pylori PREVALENCE Military personnel Urea breath test Multicenter study
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Risk factors, prevention and screening of colorectal cancer: A rising problem 被引量:1
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作者 Vladislav V Tsukanov Alexander V Vasyutin Julia L Tonkikh 《World Journal of Gastroenterology》 2025年第5期117-123,共7页
Colorectal cancer(CRC)is the third most commonly diagnosed cancer and the second leading cause of cancer death worldwide.The leading risk factors for CRC include male gender,age over 50,family history,obesity,tobacco ... Colorectal cancer(CRC)is the third most commonly diagnosed cancer and the second leading cause of cancer death worldwide.The leading risk factors for CRC include male gender,age over 50,family history,obesity,tobacco smoking,alco-hol consumption,and unhealthy diet.CRC screening methods vary considerably between countries and depend on incidence,economic resources and healthcare structure.Important aspects of screening include adherence,which can vary signi-ficantly across ethnic and socioeconomic groups.Basic concepts of CRC screening include pre-stratification of patients by identifying risk factors and then using fecal immunochemical test or guaiac-based fecal occult blood test and/or colono-scopy or radiologic imaging techniques.Technological capabilities for CRC scree-ning are rapidly evolving and include stool DNA test,liquid biopsy,virtual colo-nography,and the use of artificial intelligence.A CRC prevention strategy should be comprehensive and include active patient education along with targeted imple-mentation of screening. 展开更多
关键词 Colorectal cancer SCREENING PREVENTION Risk factors Colonoscopy Fecal immunochemical test Fecal occult blood test Stool DNA test Diet Lynch syndrome
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Development and application of rock rheological constitutive model considering dynamic stress field and seepage field 被引量:2
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作者 Yian Chen Guangming Zhao +2 位作者 Wensong Xu Shoujian Peng Jiang Xu 《International Journal of Mining Science and Technology》 2025年第3期467-482,共16页
The generalized rheological tests on sandstone were conducted under both dynamic stress and seepage fields.The results demonstrate that the rheological strain of the specimen under increased stress conditions is great... The generalized rheological tests on sandstone were conducted under both dynamic stress and seepage fields.The results demonstrate that the rheological strain of the specimen under increased stress conditions is greater than that under creep conditions,indicating that the dynamic stress field significantly influences the rheological behaviours of sandstone.Following the rheological tests,the number of small pores in the sandstone decreased,while the number of medium-sized pores increased,forming new seepage channels.The high initial rheological stress accelerated fracture compression and the closure of seepage channels,resulting in reduction in the permeability of sandstone.Based on the principles of generalized rheology and the experimental findings,a novel rock rheological constitutive model incorporating both the dynamic stress field and seepage properties has been developed.Numerical simulations of surrounding rock deformation in geotechnical engineering were carried out using a secondary development version of this model,which confirmed the applicability of the generalized rheological numerical simulation method.These results provide theoretical support for the long-term stability evaluation of engineering rock masses and for predicting the deformation of surrounding rock. 展开更多
关键词 Generalized rheological test Seepage-stress coupling Seepage properties Dynamic stress field Rheological constitutive model
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基于荧光PCR技术的POCT在呼吸道传染病检测中的应用研究 被引量:2
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作者 尤瑞娈 陈珍 +3 位作者 林文华 陈斌 张志约 杨坤宇 《口岸非传统安全学刊》 2025年第2期12-15,共4页
研究基于荧光聚合酶链反应(Fluorescence polymerase chain reaction,PCR)技术的即时检验(Point-ofcare testing,POCT)在甲型流感病毒、乙型流感病毒、新冠病毒检测中的效果。以在厦门口岸采集的咽拭子为检测对象,采用平行验证的方式对... 研究基于荧光聚合酶链反应(Fluorescence polymerase chain reaction,PCR)技术的即时检验(Point-ofcare testing,POCT)在甲型流感病毒、乙型流感病毒、新冠病毒检测中的效果。以在厦门口岸采集的咽拭子为检测对象,采用平行验证的方式对基于荧光PCR技术的POCT与传统荧光PCR法的检测结果进行比对分析。基于荧光PCR技术的POCT对甲型流感病毒、乙型流感病毒、新冠病毒检测的灵敏度分别为85%、87.1%、97.27%,特异性分别为94.85%、95.28%和97.27%,与传统荧光PCR法比较检测结果的总符合率均达到90%以上。基于荧光PCR技术的POCT适用于海关口岸业务现场传染病快速检测工作。 展开更多
关键词 甲型流感病毒 乙型流感病毒 新冠病毒 荧光PCR POCT(Point-of-care testing)
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Analysis of wind-induced vibration response characteristics of multispan double-layer cable photovoltaic support structure 被引量:2
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作者 ZOU Lianghao WANG Jian +2 位作者 SONG Jie ZHOU Rui WANG Hao 《Journal of Southeast University(English Edition)》 2025年第1期37-43,共7页
To investigate the wind⁃induced vibration re⁃sponse characteristics of multispan double⁃layer cable photo⁃voltaic(PV)support structures,wind tunnel tests using an aeroelastic model were carried out to obtain the wind⁃... To investigate the wind⁃induced vibration re⁃sponse characteristics of multispan double⁃layer cable photo⁃voltaic(PV)support structures,wind tunnel tests using an aeroelastic model were carried out to obtain the wind⁃induced vibration response data of a three⁃span four⁃row double⁃layer cable PV support system.The wind⁃induced vibration characteristics with different PV module tilt angles,wind speeds,and wind direction angles were analyzed.The results showed that the double⁃layer cable large⁃span flexible PV support can effectively control the wind⁃induced vibration response and prevent the occur⁃rence of flutter under strong wind conditions.The maxi⁃mum value of the wind⁃induced vibration displacement of the flexible PV support system occurs in the windward first row.The upstream module has a significant shading effect on the downstream module,with a maximum effect of 23%.The most unfavorable wind direction angles of the structure are 0°and 180°.The change of the wind direction angle in the range of 0°to 30°has little effect on the wind vi⁃bration response.The change in the tilt angle of the PV modules has a greater impact on the wind vibration in the downwind direction and a smaller impact in the upwind di⁃rection.Special attention should be paid to the structural wind⁃resistant design of such systems in the upwind side span. 展开更多
关键词 double⁃layer cable photovoltaic support aero⁃elastic model wind tunnel test wind⁃induced vibration re⁃sponse
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The formation,development and classification of rail corrugation:a survey on Chinese metro 被引量:1
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作者 Yang Wang Hong Xiao +3 位作者 Zhihai Zhang Xuhao Cui Yihao Chi Mahantesh M.Nadakatti 《Railway Engineering Science》 2025年第1期43-61,共19页
Investigations into rail corrugation within metro systems have traditionally focused on specific mechanisms,thereby limiting the generalizability of proposed theories.Understanding the commonalities in rail corrugatio... Investigations into rail corrugation within metro systems have traditionally focused on specific mechanisms,thereby limiting the generalizability of proposed theories.Understanding the commonalities in rail corrugation across diverse metro lines remains pivotal for elucidating its underlying mechanisms.The present study conducted extensive field surveys and tracking tests across 14 Chinese metro lines.By employing t-distributed stochastic neighbor embedding(t-SNE)for dimensional reduction and employing the unsupervised clustering algorithm DBSCAN,the research redefines the classification of metro rail corrugation based on characteristic information.The analysis encompassed spatial distribution and temporal evolution of this phenomenon.Findings revealed that floating slab tracks exhibited the highest proportion of rail corrugation at 47%.Notably,ordinary monolithic bed tracks employing damping fasteners were more prone to inducing rail corrugation.Corrugation primarily manifested in curve sections with radii between 300 and 500 m,featuring ordinary monolithic bed track and steel-spring floating slab track structures,with wavelengths typically between 30 and 120 mm.Stick–slip vibrations of the wheel–rail system maybe led to short-wavelength corrugations(40–60 mm),while longer wavelengths(200–300 mm)exhibited distinct fatigue damage characteristics,mainly observed in steel-spring floating slab tracks and small-radius curve sections of ordinary monolithic bed tracks and ladder sleeper tracks.A classification system comprising 57 correlated features categorized metro rail corrugation into four distinct types.These research outcomes serve as critical benchmarks for validating various theories pertaining to rail corrugation formation. 展开更多
关键词 METRO Rail corrugation Formation mechanism Development law Field test
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A review of intelligent technologies for underground construction and infrastructure maintenance 被引量:1
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作者 Weiqiang Xie Wenzhao Meng Wei Wu 《Intelligent Geoengineering》 2025年第1期22-34,共13页
Scientific and technological advancements are rapidly transforming underground engineering,shifting from labor-intensive,time-consuming methods to automated,real-time systems.This timely and comprehensive review cover... Scientific and technological advancements are rapidly transforming underground engineering,shifting from labor-intensive,time-consuming methods to automated,real-time systems.This timely and comprehensive review covers in-situ testing,intelligent monitoring,and geophysical testing methods,highlighting fundamental principles,testing apparatuses,data processing techniques,and engineering applications.The state-of-the-art summary emphasizes not only cutting-edge innovations for complex and harsh environments but also the transformative role of artificial intelligence and machine learning in data interpretations.The integration of big data and advanced algorithms is particularly impactful,enabling the identification,prediction,and mitigation of potential risks in underground projects.Key aspects of the discussion include detection capabilities,method integration,and data convergence of intelligent technologies to drive enhanced safety,operational efficiency,and predictive reliability.The review also examines future trends in intelligent technologies,emphasizing unified platforms that combine multiple methods,real-time data,and predictive analytics.These advancements are shaping the evolution of underground construction and maintenance,aiming for risk-free,high-efficiency underground engineering. 展开更多
关键词 Underground construction Infrastructure maintenance In-situ testing Intelligent monitoring Geophysical investigation
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Enhanced hardenability prediction in 20CrMo special steel via XGBoost model 被引量:1
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作者 De-xin Zhu Bin-bin Wang +8 位作者 Hai-tao Zhao Sen Wu Fu-yong Li Sheng-yong Huang Hong-hui Wu Shui-ze Wang Chao-lei Zhang Jun-heng Gao Xin-ping Mao 《Journal of Iron and Steel Research International》 2025年第4期1023-1033,共11页
Machine learning is employed to comprehensively analyze and predict the hardenability of 20CrMo steel.The hardenability dataset includes J9 and J15 hardenability values,chemical composition,and heat treatment paramete... Machine learning is employed to comprehensively analyze and predict the hardenability of 20CrMo steel.The hardenability dataset includes J9 and J15 hardenability values,chemical composition,and heat treatment parameters.Various machine learning models,including linear regression(LR),k-nearest neighbors(KNN),random forest(RF),and extreme Gradient Boosting(XGBoost),are employed to develop predictive models for the hardenability of 20CrMo steel.Among these models,the XGBoost model achieves the best performance,with coefficients of determination(R2)of 0.941 and 0.946 for predicting J9 and J15 values,respectively.The predictions fall with a±2 HRC bandwidth for 98%of J9 cases and 99%of J15 cases.Additionally,SHapley Additive exPlanations(SHAP)analysis is used to identify the key elements that significantly influence the hardenability of the 20CrMo steel.The analysis revealed that alloying elements such as Si,Cr,C,N and Mo play significant roles in hardenability.The strengths and weaknesses of various machine learning models in predicting hardenability are also discussed. 展开更多
关键词 HARDENABILITY Gear steel Jominy test Machine learning SHAP value Feature engineering
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Laboratory-scale insight into ultrasonic and acoustic emission indicators for damage characterization and hazard assessment of deep shale 被引量:1
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作者 Jingjing Dai Jianfeng Liu +5 位作者 Changwu Liu Jianxiong Yang Fujun Xue Yifan Tang Dehang Liu Junjie Liu 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第5期2964-2986,共23页
The loaded rock experiences multiple stages of deformation.It starts with the formation of microcracks at low stresses(crack initiation,CI)and then transitions into unstable crack propagation(crack damage,CD)near the ... The loaded rock experiences multiple stages of deformation.It starts with the formation of microcracks at low stresses(crack initiation,CI)and then transitions into unstable crack propagation(crack damage,CD)near the ultimate strength.In this study,both the acoustic emission method(AEM)and the ultrasonic testing method(UTM)were used to examine the characteristics of AE parameters(b-value,peak frequency,frequency-band energy ratio,and fractal dimension)and ultrasonic(ULT)properties(velocity,amplitude,energy attenuation,and scattering attenuation)of bedded shale at CI,CD,and ultimate strength.The comparison involved analyzing the strain-based method(SBM),AEM,and UTM to determine the thresholds for damage stress.A fuzzy comprehensive evaluation model(FCEM)was created to describe the damage thresholds and hazard assessment.The results indicate that the optimal AE and ULT parameters for identifying CI and CD stress are ringing count,ultrasonic amplitude,energy attenuation,and scattering attenuation of the S-wave.Besides,damage thresholds were detected earlier by AE monitoring,ranging from 3 MPa to 10 MPa.CI and CD identified by UTM occurred later than SBM and AEM,and were in the range of 12 MPa.The b-value,peak frequency,energy ratio in the low-frequency band(0e62.5 kHz),correlation dimension,and sandbox dimension showed low values at the peak stress,while the energy ratio in a moderate-frequency band(187.5e281.25 kHz)and amplitude showed high values.The successful application of FCEM to laboratory testing of shales has demonstrated its ability to quantitatively identify AE/ULT precursors of seismic hazards associated with rock failure. 展开更多
关键词 Crack initiation Crack damage Deep shale Acoustic emission Ultrasonic testing
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