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Detection of internal crack growth in polyethylene pipe using guided wave ultrasonic testing
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作者 Jay Kumar Shah Hao Wang Said El-Hawwat 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2024年第2期319-329,共11页
Despite the success of guided wave ultrasonic inspection for internal defect detection in steel pipes,its application on polyethylene(PE)pipe remains relatively unexplored.The growth of internal cracks in PE pipe seve... Despite the success of guided wave ultrasonic inspection for internal defect detection in steel pipes,its application on polyethylene(PE)pipe remains relatively unexplored.The growth of internal cracks in PE pipe severely affects its pressure-holding capacity,hence the early detection of internal cracks is crucial for effective pipeline maintenance strategies.This study extends the scope of guided wave-based ultrasonic testing to detect the growth of internal cracks in a natural gas distribution PE pipe.Laboratory experiments and a finite element model were planned to study the wave-crack interaction at different stages of axially oriented internal crack growth with a piezoceramic transducer-based setup arranged in a pitch-catch configuration.Mode dispersion analysis supplemented with preliminary experiments was performed to isolate the optimal inspection frequency,leading to the selection of the T(0,1)mode at 50-kHz for the investigation.A transmission index based on the energy of the T(0,1)mode was developed to trace the extent of simulated crack growth.The findings revealed an inverse linear correlation between the transmission index and the crack depth for crack growth beyond 20%crack depth. 展开更多
关键词 polyethylene pipes internal cracks guided wave ultrasonic testing torsional modes finite element modeling
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Study and Evaluation of Advanced TOFD Method for Inspection of Polyethylene Pipes but Welding
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作者 Mohammad H. TAGHIPOUR 《Journal of Physical Science and Application》 2015年第5期349-355,共7页
Polyethylene material has some specification that makes very difficult any kind of inspection based on ultrasonic. The acoustic impedance and sound velocity in this kind of material are near to the materials commonly ... Polyethylene material has some specification that makes very difficult any kind of inspection based on ultrasonic. The acoustic impedance and sound velocity in this kind of material are near to the materials commonly used in ultrasonic wedges. Also this kind of materials are highly attenuative materials for ultrasound. To inspection of polyethylene circumferential but welds and overcome to all the problems mentioned, the especial technique of TOFD (Time of Flight Diffraction) method which employs low frequency probe and concentrate on the inspection area that longitudinal waves turn into transverse waves has been used. The purpose of inspection is determining the exact location of surface and internal welding defects. For this purpose, two separate polyethylene pipes with 10 inch in diameter, 15 mm thickness and also 25 inch diameter, 28 mm thickness, were selected. In total 40 artificial defects which involve 28 side drill holes in deferent depths and 12 surface and sub-surface notches were created. All artificially created defects were detected with very good accuracy. Unlike the conventional TOFD method which have 2 to 3 mm dead zone, by using the above method even surface notch with 0.5 mm has been detected. 展开更多
关键词 pe polyethylene pipe ULTRASONIC transverse wave TOFD (Time of flight diffraction)
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The Interlayer Stress Analysis of Polyethylene-steel Composite Pipes
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作者 WEI Xu-guang 《新型工业化》 2016年第7期28-33,共6页
Polyethylene-steel Composite Pipes is widely used in conveying corrosive media occasions,but the pipe may lose effectiveness in the process of transporting hot and cold media,so the research of stress distribution and... Polyethylene-steel Composite Pipes is widely used in conveying corrosive media occasions,but the pipe may lose effectiveness in the process of transporting hot and cold media,so the research of stress distribution and variation in polyethylene-steel composite pipes is very necessary.This article first assume that a thin adhesive layer is in between the polyethylene and steel,the adhesive layer along the axial shear stress is the major cause of the polyethylene layer and the steel pipe off sticky.Secondly,we use a method of finite element to computer simulation by ANSYS,and verify initial assumptions.Finally,based on simulation data,we analyse the adhesive layer stress distribution and the variation with different parameters to change.Through the above research,preliminarily summarize the variation and distribution of interlaminar stress,and provide technical support for future design and process improvement of polyethylenesteel pipe. 展开更多
关键词 LAMINATED polyethylene-steel Composite pipes INTERLAMINAR Stress Finite elements ANSYS
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Lateral compression and energy absorption of foamed concrete-filled polyethylene circular pipe as yielding layer for high geo-stress soft rock tunnels 被引量:4
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作者 Chaoxuan Zhang Xianjun Tan +1 位作者 Hongming Tian Weizhong Chen 《International Journal of Mining Science and Technology》 SCIE EI CAS CSCD 2022年第5期1087-1096,共10页
Foamed concrete as energy absorption material for high geo-stress soft rock tunnels has been proven to be feasible due to its high compressibility and lightweight.However,the lengthy curing and defoaming problems caus... Foamed concrete as energy absorption material for high geo-stress soft rock tunnels has been proven to be feasible due to its high compressibility and lightweight.However,the lengthy curing and defoaming problems caused by the cast-in-place method of large-volume foamed concrete remain unsolved.In this study,we propose a novel energy absorber composed of foamed concrete-filled polyethylene(FC-PE)pipe and analyze its deformation and energy absorption capacity via quasi-static lateral compression experiments.Results show that FC-PE pipes exhibit typical three-stage deformation characteristics,comprising the elastic stage,the plastic plateau,and the densification stage.Furthermore,the plateau stress,energy absorption,and specific energy absorption of the specimens are 0.81–1.91 MPa,164–533 J,and 1.4–3.6 J/g,respectively.As the density of the foamed concrete increases,the plateau stress and energy absorption increase significantly.Conversely,the length of the plastic plateau and energy absorption efficiency decrease.Moreover,based on the vertical slice method,progressive compression of core material,and the 6 plastic hinges deformation mechanism of the pipe wall,a theoretical calculation method for effective energy absorption is established and achieves good agreement with experimental results,which is beneficial to the optimization of the composite structure. 展开更多
关键词 Soft rock Yielding layer Foamed concrete polyethylene pipe Lateral compression Energy absorption
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Study on fracture characteristic of welded high-density polyethylene pipe
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作者 齐芳娟 霍立兴 +2 位作者 张玉凤 荆洪阳 杨新岐 《China Welding》 EI CAS 2002年第1期59-63,共5页
Crack opening displacement(COD) was applied to characterize the fracture initiation of the tough high density polyethylene. Normal single side notched three point bend specimens and silica rubber replica techniques ... Crack opening displacement(COD) was applied to characterize the fracture initiation of the tough high density polyethylene. Normal single side notched three point bend specimens and silica rubber replica techniques were used to study the characteristic COD of high density polyethylene pipe and its butt fusion joints including the weld fusion zone and heat affected zone at different temperature from -78 ℃ to 20 ℃ . Testing results show that the characteristic COD appears to depend on the structural features that are determined by welding process and the testing temperature. As the temperature is lowered, the characteristic COD of all zones studied decreases. Because the welding process significantly changes some structural feature of the material, characteristic COD of the weld fusion zone is the smallest one among those of the three zones. The results can be used for the engineering design and failure analysis of HDPE pipe. 展开更多
关键词 crack opening displacement high density polyethylene pipe butt fusion joint
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横向滑坡载荷作用下埋地PE管道的损伤数值模拟
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作者 燕集中 沈利民 +1 位作者 杨洪 汤文亮 《科学技术与工程》 北大核心 2024年第17期7114-7121,共8页
埋地燃气输送管道服役环境复杂,其中滑坡地质灾害严重威胁管道的服役安全。以埋地聚乙烯(polyethylene,PE)管道为研究对象,利用ABAQUS有限元软件模拟了横向滑坡载荷作用下的管道损伤行为,探讨了滑坡参数(滑坡体位移量)、管道埋深以及内... 埋地燃气输送管道服役环境复杂,其中滑坡地质灾害严重威胁管道的服役安全。以埋地聚乙烯(polyethylene,PE)管道为研究对象,利用ABAQUS有限元软件模拟了横向滑坡载荷作用下的管道损伤行为,探讨了滑坡参数(滑坡体位移量)、管道埋深以及内压对PE管力学性能的影响。研究结果表明:滑坡作用下埋地PE管最大偏移、最大Mises应力和最大主应变均位于管轴向横截对称面上。管道最大Mises应力随滑坡位移的增大而增大,管底为管道最终屈服点,屈服主要原因为管横截面被压扁变形。管道未屈服时,最大Mises应力随内压的增大呈现先减小后增大的现象,最大主应变随内压的增大而增大。最大Mises应力和最大主应变均随埋深的增大而增大。 展开更多
关键词 ABAQUS 有限元模拟 埋地pe 横向滑坡 力学响应
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CFRP-PE-不锈钢筋混凝土短柱的设计方法研究
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作者 王志滨 宋培 +2 位作者 徐辉 邱瑞明 张健斌 《湖南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第5期22-33,共12页
进行了17个CFRP-PE-不锈钢筋混凝土短柱和8个对比试件的轴压试验,探究不锈钢种类、箍筋间距、CFRP厚度、PE厚度对该类组合柱的破坏模态、荷载-应变曲线、极限应变、极限承载力、延性的影响规律.试验结果表明:在CFRP和混凝土间设置PE垫... 进行了17个CFRP-PE-不锈钢筋混凝土短柱和8个对比试件的轴压试验,探究不锈钢种类、箍筋间距、CFRP厚度、PE厚度对该类组合柱的破坏模态、荷载-应变曲线、极限应变、极限承载力、延性的影响规律.试验结果表明:在CFRP和混凝土间设置PE垫层能提高该类组合短柱的延性和变形能力,并降低其承载力;增大CFRP厚度可提高其承载力和极限应变,但试件表现出增大的脆性;减小箍筋间距或增大钢筋强度可显著提高其承载力、峰值应变和延性.建立了有限元模型,有限元分析表明:增大PE厚径比会显著提高该类组合短柱的变形能力和延性,并降低CFRP对其承载力的影响;增大配箍率、不锈钢强度、CFRP抗拉强度、CFRP厚度可提升该类组合短柱的极限应变与承载力;提高混凝土强度会提高该类组合短柱的峰值承载力,但降低其极限应变.最终建议了该类组合短柱的延性设计方法、承载力模型和极限应变模型. 展开更多
关键词 CFRP-pe-不锈钢筋混凝土 pe垫层 延性设计 承载力模型 有限元模型
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利用时域叠加的声学成像法定位埋地PE管道
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作者 葛亮 何建 +3 位作者 高艳 肖小汀 吴佳晔 王甜 《声学学报》 EI CAS CSCD 北大核心 2024年第3期569-576,共8页
针对现有埋地管道探测技术难以确定聚乙烯(PE)管道埋深且通常对管线走向的探测误差较大的问题,提出了优化的时域叠加声学成像法。利用该方法对仿真信号进行直达波与表面波消除、反射波提取和成像定位处理,验证了方法的可行性。最后,对埋... 针对现有埋地管道探测技术难以确定聚乙烯(PE)管道埋深且通常对管线走向的探测误差较大的问题,提出了优化的时域叠加声学成像法。利用该方法对仿真信号进行直达波与表面波消除、反射波提取和成像定位处理,验证了方法的可行性。最后,对埋深0.4 m和1.0 m的PE管进行定位测试实验,最大管线平面定位误差分别为0.179 m和0.240 m,说明该方法基本满足较好埋地条件PE管道探测的需求。 展开更多
关键词 管线定位 聚乙烯管道 声学成像 时域叠加
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埋地燃气PE管道在地面沉降作用下的应力分析 被引量:2
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作者 宋晓娟 彭星煜 +3 位作者 豆旭昭 王金波 梁香娜 邵艳波 《工业安全与环保》 2024年第3期44-49,共6页
为了研究在地面沉降作用下PE燃气管道的受力特性及失效原因,借助ANSYS软件,探究了在地面沉降作用下PE100、管径DN110、e=10的燃气PE管道的应力-应变响应情况,分析了管道失效影响因素以及失效原因,并得出管道的失效危险点、管道极限沉降... 为了研究在地面沉降作用下PE燃气管道的受力特性及失效原因,借助ANSYS软件,探究了在地面沉降作用下PE100、管径DN110、e=10的燃气PE管道的应力-应变响应情况,分析了管道失效影响因素以及失效原因,并得出管道的失效危险点、管道极限沉降位移及极限截面变化率。结果表明:在地面沉降作用下管道的失效危险点出现在沉降区与非沉降区交接处的管道内表面;且在地面沉降作用下,管道产生的压缩变形是导致管道失效的主要原因,管道弯曲变形的存在会使管道的压缩变形更加严重。这为防治埋地燃气聚乙烯管道在地面沉降作用下的管道安全评估提供理论参考。 展开更多
关键词 聚乙烯管道 地面沉降 ANSYS软件 应力分析
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Mechanical Properties Study of Reinforced Thermoplastic Pipes Under A Tensile Load 被引量:2
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作者 WANG Yang-yang LOU Min +1 位作者 TONG Bing WANG Sen 《China Ocean Engineering》 SCIE EI CSCD 2020年第6期806-816,共11页
This paper presents a study on the tensile properties of reinforced thermoplastic pipes(RTPs). A mechanical model of RTPs with an arbitrary number of reinforced layers under tensile action is constructed by combining ... This paper presents a study on the tensile properties of reinforced thermoplastic pipes(RTPs). A mechanical model of RTPs with an arbitrary number of reinforced layers under tensile action is constructed by combining the constitutive relationship of elastoplastic materials with the continuous displacement condition. On this basis, the effects of various parameters such as the winding angle, the number of structurally reinforced layers, and the inner polyethylene(PE) liner thickness on the tensile properties of the RTPs were analyzed, and a tensile test was carried out for validation. The results showed that the winding angle of the structurally reinforced layers was the main factor affecting an RTP's tensile performance— decreases in the winding angle significantly improved its tensile ability,especially the longitudinal strength. With ±45° as the demarcation point, the winding angle smaller than ±45° will result in higher strength in longitudinal direction, and the lifting effect on RTP's mechanical properties of the increasing number of reinforcement layers was better than that of the increasing thickness of the lining layer;when the winding angle was larger than ±45°, the opposite results were obtained. The fibre load was more sensitive to the winding angle than the PE load. 展开更多
关键词 reinforced thermoplastic pipes tensile properties winding angle polyethylene
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Removal Effect of Coagulating Sedimentation Method on Polyethylene Microplastics in Water
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作者 Shasha LIU Qiongru ZHUANG +3 位作者 Hongji HUANG Xiaodan LIN Yue YANG Jinghua WU 《Asian Agricultural Research》 2023年第9期31-33,43,共4页
Microplastic is a new kind of pollutant.It exists widely in the aquatic environment and seriously endangers the aquatic ecosystem.In this study,the coagulating sedimentation method was used to remove microplastics in ... Microplastic is a new kind of pollutant.It exists widely in the aquatic environment and seriously endangers the aquatic ecosystem.In this study,the coagulating sedimentation method was used to remove microplastics in water.Polyethylene(PE)was selected as the representative of microplastics,polyferric sulfate(PFS),polyaluminum chloride(PAC)and aluminum sulfate(AS)were used as coagulant,and polyacrylamide(PAM)was used as coagulant aid to study the effects of pH,coagulant concentration and sedimentation time on the removal of PE by single and composite coagulant.The results showed that when the dosage of PFS was 0.5 g/L and pH was 5.0,the removal rate could reach 82.14%,which was better than PAC and AS,indicating that PFS had better coagulation and sedimentation performance for PE;the composite coagulant of PFS+PAC+AS(1 g/L+0.2 g/L+0.2 g/L,pH was 5.0)had the highest removal rate of PE,reaching 96.06%;the removal rate of PE increased with the increase in sedimentation time,but considering that the longer sedimentation time has less contribution to the improvement of removal rate,it is recommended that 4 h is appropriate. 展开更多
关键词 Microplastics Coagulating sedimentation polyethylene(pe) REMOVAL
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PE管道外壁缺陷的微波可视化定量检测
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作者 高乾祥 李勇 +3 位作者 王若男 寇威 方阳 陈振茂 《无损检测》 CAS 2024年第10期42-47,共6页
服役中的聚乙烯(PE)管道外壁可能出现材料减薄、裂纹等缺陷,从而严重影响管道结构完整性及管路安全性,为此重点探究PE管道外壁缺陷的微波检测及可视化定量评估关键技术。通过数值仿真,研究Ka波段微波检测信号对不同尺寸外壁缺陷的响应... 服役中的聚乙烯(PE)管道外壁可能出现材料减薄、裂纹等缺陷,从而严重影响管道结构完整性及管路安全性,为此重点探究PE管道外壁缺陷的微波检测及可视化定量评估关键技术。通过数值仿真,研究Ka波段微波检测信号对不同尺寸外壁缺陷的响应特性。同时,搭建微波检测试验系统,并基于奇异值分解的杂波抑制方法和波谱重构算法实现缺陷高精度成像,对所获图像进行基于像素最大值的图像融合处理,最后基于图像阈值分割和Regionprops统计函数实现缺陷的定量评估。结果表明,所提检测处理方法可实现高精度的缺陷可视化定量评估,外壁缺陷的定位精度在1 mm内,平面尺寸评估精度达90%以上。 展开更多
关键词 电磁无损检测 微波检测 聚乙烯管道 外壁缺陷 可视化定量评估
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SRPE管-混凝土-钢双壁空心短柱轴压性能试验研究
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作者 俞鑫苹 高剑平 +2 位作者 郝提 曹忠民 刘洪 《混凝土》 CAS 北大核心 2024年第1期39-44,共6页
针对西部盐渍土地区钢筋混凝土桥柱的腐蚀问题,提出“SRPE管-混凝土-钢双壁空心柱”。为研究其轴心受压力学性能,设计制作了6根SRPE管-混凝土-钢双壁空心短柱并进行轴压试验,获得了试件的破坏形态和荷载-位移曲线,进而分析了SRPE管压力... 针对西部盐渍土地区钢筋混凝土桥柱的腐蚀问题,提出“SRPE管-混凝土-钢双壁空心柱”。为研究其轴心受压力学性能,设计制作了6根SRPE管-混凝土-钢双壁空心短柱并进行轴压试验,获得了试件的破坏形态和荷载-位移曲线,进而分析了SRPE管压力等级、空心率和钢管径厚比对试件轴心受压力学性能的影响规律。研究结果表明:试件的破坏形态为中下部剪切破坏;试件极限承载力随SRPE管压力等级提高而增大,随空心率和钢管径厚比增大而减小,且空心率影响大于钢管径厚比。最后给出了SRPE管-混凝土-钢双壁空心短柱的轴心受压承载力计算式,计算结果与试验值吻合良好。 展开更多
关键词 钢骨架聚乙烯塑料复合管 约束混凝土 钢管 组合结构 轴压性能
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燃气PE管热氧老化的非线性超声评价方法
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作者 张琦 涂东坤 +6 位作者 汪树民 程炜 陈振华 程林 石坤熊 蔡鹏 熊钦 《无损检测》 CAS 2024年第5期39-44,共6页
聚乙烯(PE)管道广泛用于输送城市高压燃气,服役环境恶化引起的加速老化可导致管道的无预期破坏,严重影响人民的生命财产安全。针对此问题,提出了PE管道老化的非线性超声检测方法,构建PE管非线性水浸超声检测系统,并通过试验方法优化了... 聚乙烯(PE)管道广泛用于输送城市高压燃气,服役环境恶化引起的加速老化可导致管道的无预期破坏,严重影响人民的生命财产安全。针对此问题,提出了PE管道老化的非线性超声检测方法,构建PE管非线性水浸超声检测系统,并通过试验方法优化了检测参数;提取不同老化程度管材的非线性超声检测特征参数,建立了管材老化程度的非线性超声检测特征表征模型。试验结果表明:适当调整水距可接收到稳定的检测信号,非线性超声检测系数随老化程度的加深显著增大;可据此形成管道老化程度的非线性表征模型,以用于PE管热氧老化的无损检测。 展开更多
关键词 聚乙烯管道 热氧老化 非线性超声系数 表征模型
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PE基纳滤膜的制备及性能研究
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作者 汤培 孙蒙蒙 +2 位作者 袁晓东 沈广勇 孟祥钦 《信息记录材料》 2024年第8期9-12,共4页
为控制纳滤膜制备成本,选用成本较低的聚乙烯(PE)膜替代常规的PET聚砜基膜,并开展PE膜改性及界面聚合反应研究,成功制备了PE基纳滤膜。通过PE膜亲水改性,发现适宜的PEI浓度可使亲水改性层均匀地、较好地铺展在PE基材表面,且形成的聚哌... 为控制纳滤膜制备成本,选用成本较低的聚乙烯(PE)膜替代常规的PET聚砜基膜,并开展PE膜改性及界面聚合反应研究,成功制备了PE基纳滤膜。通过PE膜亲水改性,发现适宜的PEI浓度可使亲水改性层均匀地、较好地铺展在PE基材表面,且形成的聚哌嗪酰胺层平整光滑。通过水相接触时间、油相反应时间及表面活性剂用量等工艺条件的研究,得到了较佳的PE基纳滤膜。 展开更多
关键词 聚乙烯膜 亲水改性 pe基纳滤膜
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Photocatalystic Oxidation Degradation of Polyethylene by Nano-TiO_2 Doped Rare Earth Ion
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作者 Li Fengyi Xiong Yuhua 《Journal of Rare Earths》 SCIE EI CAS CSCD 2005年第4期432-432,共1页
Nano-sized TiO2 doped La^3+ , was used as photocatalysis to degrade polyethylene (PE) film in solid-state reaction. It made PE lose its mass fraction of 14.5%, and formed more quantities of CO2 and more wax yields ... Nano-sized TiO2 doped La^3+ , was used as photocatalysis to degrade polyethylene (PE) film in solid-state reaction. It made PE lose its mass fraction of 14.5%, and formed more quantities of CO2 and more wax yields after UV irradiation for 288 h. SEM imagines displayed more and bigger holes and pits in the PE film. FT-IR spectra showed that there is a lower absorbance of groups of - CH2 and - CH3 in PE/ TiO2 and 0. 1% La2O3/TiO2/PE composite materials than that in PE film sample of photodegradation, and more carbonyl groups in PE/0.1% LaEO3/TiO2. La^3+ doping TiO2 improves TiO2 activities of oxidation and erosion of PE film under UV irradiation. 展开更多
关键词 TiO2 La^3 dopant polyethylene (pe DEGRADATION reaction in solid state rare earths
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HDPE管内衬盾构隧道复合式衬砌结构极限承载力试验研究
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作者 张达石 柳献 +1 位作者 张晨光 苏长裕 《特种结构》 2024年第1期41-48,共8页
为研究采用HDPE双壁缠绕管作为内衬的盾构隧道复合衬砌结构的破坏机理,依托桃浦污水处理厂初期雨水调蓄工程涉铁段排水隧道工程,开展整环足尺试验研究,得到如下结论:(1)复合衬砌结构破坏过程经历协调变形阶段和各自承载阶段,弹性极限点... 为研究采用HDPE双壁缠绕管作为内衬的盾构隧道复合衬砌结构的破坏机理,依托桃浦污水处理厂初期雨水调蓄工程涉铁段排水隧道工程,开展整环足尺试验研究,得到如下结论:(1)复合衬砌结构破坏过程经历协调变形阶段和各自承载阶段,弹性极限点为顶底部纵缝处界面的剥离脱开,各纵缝及管片本体相继发生破坏,纵缝处填充层混凝土发生拉剪或压剪破坏;(2)复合衬砌结构的薄弱位置为各纵缝处的界面及填充层混凝土,其中顶部和腰部纵缝处最为薄弱;(3)复合衬砌结构不同位置纵缝处的界面破坏和填充层破坏形态均源自于纵缝转动变形导致刚度差异引起的界面应力和填充层应力突变。 展开更多
关键词 HDpe 内衬 复合式衬砌结构 极限承载力
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加筋聚乙烯(PE)复合管在供排水工程中的应用探讨
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作者 戚伯龙 郭韦利 陈孟 《橡塑技术与装备》 CAS 2024年第8期7-11,共5页
通过对某供、排水改造工程设计中使用的管材的研究,探讨了加筋聚乙烯(PE)复合管的适用性。文中阐述了该管材的材料、结构、性能、生产情况和施工方式,列举了该管材主要性能指标的要求和计算方式,将该管材与其他常用管材进行了经济和技... 通过对某供、排水改造工程设计中使用的管材的研究,探讨了加筋聚乙烯(PE)复合管的适用性。文中阐述了该管材的材料、结构、性能、生产情况和施工方式,列举了该管材主要性能指标的要求和计算方式,将该管材与其他常用管材进行了经济和技术对比,并从设计角度优化了该管材施工的工艺,列举了该管材应用时的注意事项,分析并总结了该管材适用的工程类型,对该管材在工程应用中的前景进行了展望。 展开更多
关键词 加筋聚乙烯(pe)复合管 供排水管道 管材比选 技术要求 施工工艺
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基于改进YoloX算法的HDPE管接头TFM相控阵超声图谱缺陷识别
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作者 陈天亮 王强 +3 位作者 许卫荣 吴琳琳 徐晓萌 周海婷 《声学技术》 CSCD 北大核心 2024年第4期495-502,共8页
针对高密度聚乙烯(High Density Polyethylene,HDPE)管热熔接头相控阵超声检测时存在的图谱判读效率低、人员经验要求高等问题,文章提出一种基于改进YoloX算法的热熔接头全聚焦(Total Focusing Method,TFM)相控阵超声图谱缺陷(以孔洞为... 针对高密度聚乙烯(High Density Polyethylene,HDPE)管热熔接头相控阵超声检测时存在的图谱判读效率低、人员经验要求高等问题,文章提出一种基于改进YoloX算法的热熔接头全聚焦(Total Focusing Method,TFM)相控阵超声图谱缺陷(以孔洞为例)智能识别方法。在YoloX的加强特征提取网络中引入卷积注意力机制模块,提高模型对缺陷信息的关注度,使用CIoU损失函数计算回归损失,以提升模型的定位精度,降低漏检率。通过TFM相控阵超声检测实验,采集原始缺陷图谱,并在完成图像增强后创建数据集。采用迁移学习策略进行训练,加快模型收敛速度。结果表明:该方法对缺陷的识别精度达98.18%,检测平均速度达23.92帧·s^(-1),检测精度相较于原YoloX模型提升了2.57个百分点且对小目标缺陷有更好的检测效果。文中方法可以识别出TFM相控阵超声图谱中的缺陷,为热熔接头的精确检测提供技术支撑。 展开更多
关键词 聚乙烯管热熔接头 全聚焦相控阵 缺陷识别 深度学习
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浅析聚乙烯(PE)软管灰分的要求及建议
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作者 傅雅慧 楚志富 阿其夫 《中国标准化》 2024年第22期191-193,共3页
聚乙烯(PE)软管是建设高标准农田的主要产品之一,应用广泛。其标准《塑料节水灌溉器材第4部分:聚乙烯(PE)软管》(GB/T 19812.4—2018)灰分的技术要求过于严格,在生产过程中很难控制,建议放宽灰分的质量指标。
关键词 聚乙烯(pe)软管 技术要求 质量指标 回收料 灰分 含沙量
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