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Identification of coating layer pipeline defects based on the GA-SENet-ResNet18 model 基于 GA-SENet-ResNet18 模型的涂层管道缺陷识别
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-18 DOI: 10.1016/j.ijpvp.2024.105327
Shuaishuai Wang , Wei Liang , Fang Shi

Detecting damage in coated pipelines is a challenging and costly task. This study proposes a method for pipeline defect identification based on VMD-DWT noise reduction and GA-SENet-ResNet18. Combining wavelet transform to convert denoised defect signals into time-frequency representations enhances the model's ability to capture both time-domain and frequency-domain features of defect signals, thereby improving its recognition capability for different types of defects. The study analyzed the feature extraction capabilities of ALexNet, GooleNet, VGG16, ResNet18, SENet-ResNet18, and GA-SENet-ResNet18 models in pipeline defect recognition. Experimental results show that SENet-ResNet18 achieved an accuracy of 0.9591 on the training set in 9m38s, significantly outperforming the first four models. GA-SENet-ResNet18 achieved 96.83 % accuracy, 96.67 % precision, 96.73 % recall, and 96.68 % F1 score in pipeline defect signal recognition. Compared to ResNet18, it improved accuracy by 2.06 %, precision by 1.94 %, recall by 2.09 %, F1 score by 2.37 %, with a reduction in time by 1m1s. The study demonstrates that the combined improvement of GA and SENet enhances ResNet18 not only in feature selection and response enhancement but also significantly improves its performance compared to traditional ResNet18 networks, making it more effective in pipeline defect recognition tasks. This research is crucial for ensuring pipeline system integrity and preventing pipeline accidents.

检测涂层管道中的损坏是一项具有挑战性且成本高昂的任务。本研究提出了一种基于 VMD-DWT 降噪和 GA-SENet-ResNet18 的管道缺陷识别方法。结合小波变换将去噪后的缺陷信号转换为时频表示,增强了模型捕捉缺陷信号时域和频域特征的能力,从而提高了对不同类型缺陷的识别能力。研究分析了 ALexNet、GooleNet、VGG16、ResNet18、SENet-ResNet18 和 GA-SENet-ResNet18 模型在管道缺陷识别中的特征提取能力。实验结果表明,SENet-ResNet18 在 9m38s 的训练集上达到了 0.9591 的准确率,明显优于前四个模型。GA-SENet-ResNet18 在管道缺陷信号识别中取得了 96.83 % 的准确率、96.67 % 的精确率、96.73 % 的召回率和 96.68 % 的 F1 分数。与 ResNet18 相比,准确率提高了 2.06%,精确度提高了 1.94%,召回率提高了 2.09%,F1 分数提高了 2.37%,时间缩短了 1m1s。研究表明,GA 和 SENet 的联合改进不仅增强了 ResNet18 在特征选择和响应增强方面的能力,而且与传统的 ResNet18 网络相比,还显著提高了其性能,使其在管道缺陷识别任务中更加有效。这项研究对于确保管道系统的完整性和预防管道事故至关重要。
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引用次数: 0
Sulfide stress corrosion cracking in L360QS pipelines: A comprehensive failure analysis and implications for natural gas transportation safety L360QS 管道中的硫化物应力腐蚀开裂:全面故障分析及对天然气运输安全的影响
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-18 DOI: 10.1016/j.ijpvp.2024.105324
Xuanpeng Li , Wei Lv , Mingxing Li , Kun Zhang , Zhengyi Xu , Juntao Yuan , Tianle Liu , Sui Wang , Anqing Fu , Yaorong Feng

This research investigates the severe weld failures in L360QS pipelines, which are integral to the infrastructure of high-pressure natural gas transportation systems. Even with strict compliance to engineering standards, two pivotal welds experienced sulfide stress corrosion cracking (SSCC) due to continuous exposure to hydrogen sulfide and stresses from construction activities. A comprehensive material analysis and stress simulation has been utilized, revealing a maximum stress concentration of 544.9 MPa that surpasses the yield strength of the pipeline material. This discovery prompts a reevaluation of current safety margins and underscores the urgent need for enhanced pipeline integrity management. Our findings, corroborated by stress distribution simulations, not only illuminate the complex interplay of material properties and environmental factors in SSCC but also provide a new perspective for the safe service of pipeline.

本研究调查了 L360QS 管道的严重焊缝故障,该管道是高压天然气运输系统中不可或缺的基础设施。即使严格遵守工程标准,由于持续暴露于硫化氢和施工活动产生的应力,两个关键焊缝还是出现了硫化物应力腐蚀开裂(SSCC)。通过全面的材料分析和应力模拟,发现最大应力集中在 544.9 兆帕,超过了管道材料的屈服强度。这一发现促使我们重新评估当前的安全系数,并强调了加强管道完整性管理的迫切需要。我们的研究结果得到了应力分布模拟的证实,不仅揭示了 SSCC 中材料特性和环境因素之间复杂的相互作用,还为管道的安全服务提供了新的视角。
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引用次数: 0
Failure analyses for plate monotonic/cyclic and elbow out-of-plane cyclic loading tests using the Gurson–Tvergaard–Needleman model 使用 Gurson-Tvergaard-Needleman 模型对平板单调/循环和肘部平面外循环加载试验进行破坏分析
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-17 DOI: 10.1016/j.ijpvp.2024.105326
Makoto Udagawa , Kodai Hirata , Yuhei Kondo , Tadahiro Shibutani , Izumi Nakamura
In this study, an analytical approach is proposed to simulate the failure behavior of a thinned-wall pipe elbow subjected to internal pressure and out-of-plane cyclic bending loads. This approach incorporates the Gurson–Tvergaard–Needleman model, whose parameters were determined by the plate monotonic tensile test and finite element analyses. The applicability of this analytical approach for low-cycle fatigue failure was confirmed through experiments and simulations. The analytical results captured the failure behavior of the pipe elbow during the out-of-plane cyclic bending test. This finding suggests that the analytical approach can be used for nonlinear deformation evaluation and multiaxial low-cycle fatigue assessment of piping systems.
本研究提出了一种分析方法,用于模拟薄壁弯管在内部压力和平面外循环弯曲载荷作用下的失效行为。该方法采用了 Gurson-Tvergaard-Needleman 模型,其参数通过板单调拉伸试验和有限元分析确定。通过实验和模拟,证实了这种分析方法对低周期疲劳失效的适用性。分析结果捕捉到了管道弯头在平面外循环弯曲试验中的失效行为。这一发现表明,该分析方法可用于管道系统的非线性变形评估和多轴低周期疲劳评估。
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引用次数: 0
Microstructure and mechanical properties of 9 % nickel steel welded joints using a CoCrNi filler wire for cryogenic storage tanks 使用钴铬镍填充焊丝的 9%镍钢低温储罐焊接接头的微观结构和机械性能
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-16 DOI: 10.1016/j.ijpvp.2024.105325
Dejia Liu , Wenjun Ao , Nianlong Xue , Yanchuan Tang , Haitao Jiao , Junru Ma

A medium-entropy alloy of CoCrNi exhibits excellent cryogenic mechanical properties. It is possible to enhance the ductility of weld metal for cryogenic storage tank materials at cryogenic temperatures by employing CoCrNi alloys as filler metal. In this study, a CoCrNi multi-principal filler wire and a 308L stainless steel wire were used for welding 9 % Ni steel. The effects of the CoCrNi filler wire on the microstructure, hardness, mechanical properties, and deformation mechanisms of the weld metals were evaluated and discussed. A remarkable finding was that as the tensile temperature decreased from 298 K to 77 K, the fracture elongation of the CoCrNi joint increased by approximately 34.7 %, rather than decreasing. In contrast, a significant reduction in fracture elongation was observed in the 308L joint. The CoCrNi filler wire could promote the activation of twinning deformation in the weld metal at 77 K, thereby enhancing the ductility of the welded joints at cryogenic temperatures.

中熵钴铬镍合金具有优异的低温机械性能。使用 CoCrNi 合金作为填充金属可以提高低温储罐材料焊接金属的延展性。本研究使用钴铬镍多主填料焊丝和 308L 不锈钢焊丝焊接 9% 镍钢。评估并讨论了钴铬镍填丝对焊接金属的微观结构、硬度、机械性能和变形机制的影响。一个显著的发现是,当拉伸温度从 298 K 下降到 77 K 时,CoCrNi 接头的断裂伸长率非但没有下降,反而增加了约 34.7%。相比之下,308L 接头的断裂伸长率明显下降。钴铬镍填充焊丝可促进焊接金属在 77 K 时发生孪生变形,从而提高焊接接头在低温下的延展性。
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引用次数: 0
Effect of post weld heat treatment on microstructural and mechanical properties of martensitic heat-resistant steel weldments 焊后热处理对马氏体耐热钢焊件微观结构和机械性能的影响
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-12 DOI: 10.1016/j.ijpvp.2024.105323
Yanyan Huang , Tao Huang , Siyuan Zhang , Zizhen Yang , Qinpei Liu , Yucun Zhan , Kunyang Fan , Jiankun Xiong , Jianping Yang , Yang Guo , Xiaowu Luo , Qinghua Zhou

Martensitic heat-resistant steel (MHRS) serves as an important structural material for manufacturing ultra-supercritical unit due to its excellent fatigue resistance and corrosion resistance. Post weld heat treatment (PWHT) is a common method for regulating the microstructure and properties of MHRS welded parts. In this work, we investigated the influence of different PWHT methods on the microstructure, mechanical properties, and room temperature creep properties of Co3W2 welded joints. The results showed that post-weld direct tempering (PWDT) or post-weld re-automatizing and tempering (PWNT) treatment significantly reduces the differences in microstructure and local mechanical properties of as-welded joints. Compared to the as-welded specimens, the PWDT and PWNT welds show lower strength and hardness, but better impact resistance. The PWNT treated welds show more homogeneous microstructure and local mechanical performance, and better tensile property and impact resistance than PWDT welds. Furthermore, the fine grain heat affected zone in PWNT welds shows the smallest strain rate sensitivity value, which implies the PWNT method may alleviate type IV brittle fracture in martensitic heat-resistant steel weldments.

马氏体耐热钢(MHRS)具有优异的抗疲劳性和耐腐蚀性,是制造超超临界机组的重要结构材料。焊后热处理(PWHT)是调节 MHRS 焊接件微观结构和性能的常用方法。在这项工作中,我们研究了不同 PWHT 方法对 Co3W2 焊点的微观结构、机械性能和室温蠕变性能的影响。结果表明,焊后直接回火(PWDT)或焊后再热处理和回火(PWNT)能显著减少焊点的微观结构和局部力学性能差异。与焊接试样相比,PWDT 和 PWNT 焊缝的强度和硬度较低,但耐冲击性较好。与 PWDT 焊缝相比,经过 PWNT 处理的焊缝显示出更均匀的微观结构和局部机械性能,以及更好的拉伸性能和抗冲击性能。此外,PWNT 焊缝中的细晶粒热影响区显示出最小的应变速率敏感性值,这意味着 PWNT 方法可减轻马氏体耐热钢焊缝的 IV 型脆性断裂。
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引用次数: 0
Very high cycle fatigue of austenitc stainless steels and their welds for reactor internals at ambient trmperature and 300 °C 用于反应堆内部的奥氏体不锈钢及其焊缝在环境温度和 300 °C 下的极高循环疲劳试验
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-12 DOI: 10.1016/j.ijpvp.2024.105319
Marek Smaga , Tobias Daniel , Elen Regitz , Tilmann Beck , Tim Schopf , Georg Veile , Stefan Weihe , Jürgen Rudolph , Udo Fischer

The fatigue assessment of safety relevant components is of importance for ageing management with regard to safety and reliability of nuclear power plants. Austenitic stainless steels are often used for reactor internals due to their excellent mechanical and technological properties as well as their corrosion resistance. During operation reactor internals are subject to mechanical and thermo-mechanical loading which induce low cycle (LCF), high cycle (HCF) and even very high cycle (VHCF) fatigue. While the LCF behavior of austenitic steels is already well investigated the fatigue behavior in the VHCF regime has not been characterized in detail so far. Accordingly, the fatigue curves in the applicable international design codes have been extended from originally 106 to the range of highest load cycles up to 1011 load cycles by extrapolation. Nevertheless, the existing data base for load cycles above 107 is still highly insufficient. The aim of the cooperative project of the Institute of Materials Science and Engineering (WKK) at RPTU Kaiserslautern-Landau, Materials Testing Institute (MPA) Stuttgart and Framatome GmbH, Germany is to create a comprehensive database up to the highest load cycles N = 2·109 for austenitic stainless steels and their welds at ambient and elevated temperature.

安全相关部件的疲劳评估对于核电站安全和可靠性方面的老化管理非常重要。由于奥氏体不锈钢具有出色的机械和技术特性以及耐腐蚀性,因此经常用于反应堆内部构件。反应堆内部构件在运行过程中会受到机械和热机械载荷的影响,从而引起低循环(LCF)、高循环(HCF)甚至超高循环(VHCF)疲劳。虽然奥氏体钢的低循环疲劳行为已经得到了很好的研究,但到目前为止,VHCF 状态下的疲劳行为还没有得到详细的描述。因此,通过外推法,适用的国际设计规范中的疲劳曲线已从最初的 106 个载荷循环扩展到最高 1011 个载荷循环的范围。然而,现有的针对 107 以上载荷循环的数据库仍然非常不足。德国凯泽斯劳滕-兰道理工大学材料科学与工程研究所 (WKK)、斯图加特材料测试研究所 (MPA) 和德国 Framatome 有限公司的合作项目旨在为奥氏体不锈钢及其焊接件在常温和高温下的最高载荷循环 N = 2-109 建立一个全面的数据库。
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引用次数: 0
Earthquake damage mitigation methods for buried pipelines under compressive loads: A case study of the Thames water pipeline 抗压荷载下埋地管道的地震破坏减缓方法:泰晤士河输水管道案例研究
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-12 DOI: 10.1016/j.ijpvp.2024.105322
Ercan Serif Kaya

Promoting tensile failure by providing a proper orientation angle between the pipe axis and the fault line is the main seismic design philosophy for buried steel pipelines. However, most of the severe damage and failures experienced by pipelines are mainly due to negative crossing angle and thus compressive loads acting along the pipeline. This paper investigates different earthquake damage mitigation methods such as Carbon Fiber Reinforced Polymer (CFRP) wrapped pipes, Steel Pipes for Fault Crossing (SPF), and corrugated pipes for buried steel pipelines which are mainly subjected to compressive loads. Therefore, the Thames water transmission pipeline, which is a well-known case study, that suffered major and minor damage due to compressive forces in the 1999 Kocaeli earthquake, is considered to simulate and compare the earthquake damage mitigation capabilities of these countermeasures. The numerical studies are performed by using a three-dimensional nonlinear finite element model. The results show that the use of CFRP composites in buried pipelines, regardless of their thickness, wrapping length, or layer orientation, does not have the expected damage reduction effect, but does increase the effective length between major wrinkles or change the type of pipe failure. On the other hand, SPFs and corrugated pipes are more effective in earthquake damage reduction due to their high axial and rotational capabilities.

通过在管道轴线和断层线之间提供适当的定向角来促进拉伸破坏,是埋地钢质管道的主要抗震设计理念。然而,管道所经历的大多数严重破坏和故障主要是由于负交叉角造成的,因此沿管道作用的压缩载荷也是主要原因。本文针对主要承受压缩载荷的埋地钢质管道,研究了碳纤维增强聚合物(CFRP)缠绕管、断层穿越钢管(SPF)和波纹管等不同的地震破坏减缓方法。因此,我们以在 1999 年科贾埃利(Kocaeli)地震中因压缩力而遭受重大和轻微破坏的泰晤士河输水管道为案例,模拟和比较了这些应对措施的地震破坏缓解能力。数值研究采用了三维非线性有限元模型。结果表明,在埋地管道中使用 CFRP 复合材料,无论其厚度、缠绕长度或层方向如何,都不会产生预期的减损效果,但会增加主要皱纹之间的有效长度或改变管道破坏类型。另一方面,由于 SPF 和波纹管具有较高的轴向和旋转能力,因此在减少地震破坏方面更为有效。
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引用次数: 0
Experimental research on the fracture and arrest process of supercritical CO2 pipelines 超临界二氧化碳管道断裂和阻塞过程的实验研究
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-11 DOI: 10.1016/j.ijpvp.2024.105314
Lei Chen , Yanwei Hu , Zhenxi Liu , Xingqing Yan , Shuai Yu , Jianfei Ding , Peiqi Liu , Jianliang Yu , Shaoyun Chen

As global greenhouse gas emissions become increasingly severe, carbon capture, utilization, and storage (CCUS) technology, as a major approach for achieving carbon peak and carbon neutrality, is attracting growing attention. Pipeline networks play a crucial role in implementing CCUS technology, connecting carbon sources from capture points to storage facilities. However, pipelines are inevitably susceptible to leaks or ruptures due to various factors, which can lead to catastrophic accidents. Research on the pressure and temperature inside pipelines after the rupture of defective pipelines, as well as the mechanisms of crack propagation and diffusion behavior, forms an important foundation for risk assessment of CO2 pipelines. This research will provide effective technical support for the implementation of large-scale CCUS projects and contribute to pipeline safety. In this study, an API X52 full-scale CO2 pipeline rupture experiment was conducted, and data from various sensors and instruments were collected to track the pressure evolution, temperature changes in both axial and vertical directions, microscopic morphology of cracks at different locations, and the evolution of gas clouds from leakage to rupture. The developed pressure relief wave prediction model showed high consistency with experimental results, and the safe design of the experimental pipeline was conducted based on the modified Battelle two-curve method (BTCM).

随着全球温室气体排放日益严重,碳捕集、利用和封存(CCUS)技术作为实现碳峰值和碳中和的一种主要方法,正吸引着越来越多的关注。管道网络在实施 CCUS 技术方面发挥着至关重要的作用,它将碳源从捕获点连接到储存设施。然而,由于各种因素,管道不可避免地容易发生泄漏或破裂,从而导致灾难性事故。研究有缺陷管道破裂后管道内的压力和温度,以及裂纹扩展和扩散行为的机理,是二氧化碳管道风险评估的重要基础。这项研究将为大规模 CCUS 项目的实施提供有效的技术支持,并为管道安全做出贡献。本研究进行了 API X52 全尺寸 CO2 管道破裂实验,收集了各种传感器和仪器的数据,以跟踪压力演变、轴向和垂直方向的温度变化、不同位置裂缝的微观形态以及从泄漏到破裂的气体云演变。所开发的泄压波预测模型与实验结果具有很高的一致性,并根据改进的巴特尔双曲线法(BTCM)对实验管道进行了安全设计。
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引用次数: 0
Effect of multi-element synergistic addition on the microstructure evolution and performance enhancement of laser hot-wire cladded Fe-based alloy 多元素协同添加对激光热丝包覆铁基合金微观结构演变和性能提升的影响
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-11 DOI: 10.1016/j.ijpvp.2024.105321
Qiaoling Chu , Dan Yang , Chengming Su , Jie Li , Kai Cao , Weiwei Xie , Fuxue Yan , Cheng Yan , Shaoyong Qin

To satisfy the requirements of hardness and corrosion resistance for laser additive manufacturing of hydraulic supports, this study applied the synergistic addition of C, B, Cr, Ni, Nb and Mo elements in Fe-based alloys. The multi-phases, martensite + austenite + ferrite were designed. The microstructure, hardness and corrosion resistance of the coatings were analyzed. Increasing the C and B contents could significantly increase the hardness of the coatings, while the corrosion resistance was decreased. The corrosion resistance of the coatings was determined by the Cr contents. However, increasing the Cr contents to 20.0 wt % resulted in the ferrite structure with lower hardness (21 HRC). The coatings with 0.25 wt % C, 1.2 wt % B and 19.0 wt % Cr showed the optimal matching of hardness (56 HRC) and corrosion resistance (survived in neutral salt spray test≥300h). The resulted coatings were mainly consisted of dendritic structure. Fine lath martensite phase was dominant in the dendrite regions. The interdendritic regions were consisted of nano-sized intermetallics with a mixture of σ+Nb + FeNb + Cr2Nb+(Fe,Cr)2B + NbC compounds. These interdendritic regions (14.2 GPa) showed higher hardness than that of the dendritic regions (7.1 GPa). The high Cr contents with finer dendritic structures were the major mechanisms for the excellent combination of hardness and corrosion resistance. The precipitation and growth mechanisms of the interdendritic phases were elaborated. This work provides a valuable reference for laser hot-wire cladding to prepare Fe-based alloys with high hardness and excellent corrosion resistance.

为满足激光增材制造液压支架对硬度和耐腐蚀性的要求,本研究在铁基合金中协同添加了 C、B、Cr、Ni、Nb 和 Mo 元素。设计了马氏体 + 奥氏体 + 铁素体的多相结构。分析了涂层的微观结构、硬度和耐腐蚀性。增加 C 和 B 的含量可显著提高涂层的硬度,但耐腐蚀性能却有所下降。涂层的耐腐蚀性由铬含量决定。然而,将铬含量提高到 20.0 wt % 会导致铁素体结构的硬度降低(21 HRC)。含 0.25 wt % C、1.2 wt % B 和 19.0 wt % Cr 的涂层显示出硬度(56 HRC)和耐腐蚀性(在中性盐雾试验中存活时间≥300 小时)的最佳匹配。所得涂层主要由树枝状结构组成。细板条马氏体相在树枝状区域占主导地位。树枝状晶间区域由纳米尺寸的金属间化合物组成,其中包含 σ+Nb + FeNb + Cr2Nb+(Fe,Cr)2B + NbC 化合物的混合物。这些树枝状区域(14.2 GPa)的硬度高于树枝状区域(7.1 GPa)。高铬含量和更精细的树枝状结构是硬度和耐腐蚀性出色结合的主要机制。研究还阐述了树枝状间相的析出和生长机制。这项研究为激光热丝熔覆制备具有高硬度和优异耐腐蚀性能的铁基合金提供了有价值的参考。
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引用次数: 0
Effect of pre-strain on thermal aging of austenitic stainless steel weld metal 预应变对奥氏体不锈钢焊接金属热老化的影响
IF 3 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2024-09-10 DOI: 10.1016/j.ijpvp.2024.105320
Mingfeng Li , Jinshan He , Chunfeng Hu , Shilei Li , Weiwei Yu , Wenxin Ti , Chunhui Wang , Xitao Wang

Austenitic stainless steel welds (ASSWs) suffer from severe pre-strain during assembly process, which threatens the long-term operation safety of pipelines in nuclear power plant. In this work, the 316L weld metals (WMs) with 0 % and 8 % pre-strain were thermally aged at 400 °C for up to 39000 h to investigate the pre-strain effect on thermal aging of ASSWs. The results showed that the pre-strain caused work hardening and further promoted the hardening of thermally aged ferrite. After thermal aging for 39000 h, the nano-hardness increment of ferrite with 8 % pre-strain was about 1.6 GPa more than that without pre-strain. By microstructure characterization, it is found that the high dislocation density induced by pre-strain promoted spinodal decomposition and G-phase precipitation. The spinodal decomposition morphology and corresponding element concentration fluctuations were more obvious in the WM with 8 % pre-strain. Moreover, the size and density of G-phase along dislocations were larger in the ferrite with 8 % pre-strain than those without pre-strain.

奥氏体不锈钢焊缝(ASSW)在装配过程中会产生严重的预应变,从而威胁核电站管道的长期运行安全。在这项工作中,为了研究预应变对 ASSW 热老化的影响,对预应变为 0% 和 8% 的 316L 焊接金属(WMs)在 400 °C 下进行了长达 39000 小时的热老化。结果表明,预应变会引起加工硬化,并进一步促进热时效铁素体的硬化。经过 39000 小时的热老化后,带有 8% 预应变的铁素体的纳米硬度比不带有预应变的铁素体高出约 1.6 GPa。通过微观结构表征发现,预应变引起的高位错密度促进了尖晶分解和 G 相析出。在预应变为 8% 的 WM 中,尖晶分解形态和相应的元素浓度波动更为明显。此外,与未施加预应变的铁素体相比,施加了 8% 预应变的铁素体中 G 相沿位错的尺寸和密度更大。
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引用次数: 0
期刊
International Journal of Pressure Vessels and Piping
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