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HTHA-induced degradation in boilers: A life assessment approach using advanced NDT, metallography, and strategic maintenance 锅炉中htha引起的退化:使用先进无损检测、金相学和战略维护的寿命评估方法
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-23 DOI: 10.1016/j.ijpvp.2025.105666
Nugroho Karya Yudha , Nosal Nugroho Pratama , Dwipa Fattamonas , Wahyuda Prakasa , Eka Wijayanto , Saiful Bahri , Akmal Irfan Majid , Deendarlianto , Muhammad Akhsin Muflikhun
This study presents a comprehensive life assessment of a Process Water Boiler affected by High-Temperature Hydrogen Attack (HTHA) after over 27 years of continuous operation. Constructed primarily from C-0.5Mo steel and subjected to elevated hydrogen partial pressures and temperatures up to 346.5 °C, the boiler was evaluated using a combination of advanced Non-Destructive Testing (NDT) techniques—Phased Array Ultrasonic Testing with Total Focusing Method (PAUT-TFM) and Magnetic Particle Inspection (MPI)—alongside hardness measurements and metallographic analysis. The PAUT-TFM revealed progressive HTHA damage in critical regions, with estimated damage progression rates ranging from 0.1 to 7.6 mm/year over a 10-month monitoring period. MPI confirmed the presence of a surface-breaking crack in the longitudinal weld near the inlet, accompanied by subsurface blistering and microcracking. Hardness testing identified significant softening, particularly at the inlet, with values falling below the typical hardness threshold for C-0.5Mo steel (157 HV), indicative of decarburization. Metallographic analysis corroborated these findings, revealing increased ferrite content and carbide depletion in HTHA-prone zones. The integration of destructive and non-destructive assessments confirms that the material has entered an advanced and irreversible degradation phase. Given the high structural risk and limited feasibility of repairs, the study recommends targeted component replacement using hydrogen-resistant alloys such as 1.25Cr-0.5Mo, guided by thermal exposure assessments and Nelson Curves. These findings emphasize the critical importance of early detection, informed material selection, strategic maintenance, and replacement planning to ensure long-term operational safety and reliability in hydrogen-intensive environments.
本文对一台连续运行27年以上的过程水锅炉进行了高温氢侵蚀的综合寿命评估。锅炉主要由C-0.5 mo钢建造,并承受高氢分压和高达346.5°C的温度,使用先进的无损检测(NDT)技术-相控阵超声检测与全聚焦法(pat - tfm)和磁粉检测(MPI) -以及硬度测量和金相分析相结合进行评估。在10个月的监测期间,pat - tfm显示关键区域的HTHA损伤进展,估计损伤进展率为0.1至7.6 mm/年。MPI证实在入口附近的纵向焊缝存在表面断裂裂纹,并伴有地下起泡和微裂纹。硬度测试发现明显的软化,特别是在进口处,其值低于C-0.5Mo钢的典型硬度阈值(157 HV),表明脱碳。金相分析证实了这些发现,揭示了htha易发区铁素体含量增加和碳化物耗尽。破坏性和非破坏性综合评估证实,该材料已进入高级和不可逆转的降解阶段。考虑到高结构风险和有限的维修可行性,该研究建议在热暴露评估和Nelson曲线的指导下,使用1.25Cr-0.5Mo等抗氢合金进行有针对性的部件更换。这些发现强调了早期检测、明智的材料选择、战略维护和更换计划的重要性,以确保在氢密集型环境中长期运行的安全性和可靠性。
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引用次数: 0
Automation in digital analysis solutions for nuclear design-construction integration using BIM-FEM interoperability 使用BIM-FEM互操作性的核设计-建造集成数字分析解决方案中的自动化
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-23 DOI: 10.1016/j.ijpvp.2025.105661
Harleen Kaur Sandhu , William Ashe , Nicholas Crowder , Abhinav Gupta , Kevin Han , Saran Srikanth Bodda
Design changes during the construction phase of nuclear power plants can lead to significant financial expenses and delays in the project schedule, largely due to the complex regulatory and safety requirements specific to nuclear facilities. Effective communication and management of these changes with all involved parties to assess the associated risks effectively can potentially prevent cost overruns and delays. Enhancing the interoperability between building information modeling (BIM) and finite element (FE) analysis software can mitigate the impacts of redesign through efficient communication between design and construction teams. This improvement involves creating an FE model for structural elements or mechanical piping systems based on BIM’s building data. Accurate identification of the geometric location and section properties of BIM elements is essential for precise FE model development. Hence, this study provides an overview of an interoperability interface program between BIM and FEM, facilitating the seamless integration of efforts by design and construction engineers to ensure alignment across different project components. The extracted structural properties are utilized to generate accurate geometric and structural FE models in ANSYS Mechanical APDL. Prior to approving design changes due to construction constraints, a thorough structural analysis must be conducted. This research explores automated structural analysis of nuclear systems using an updated FEM model, emphasizing standardized interfaces for software communication. Improved interoperability and automated FE analysis not only enhance the flow of critical information between design and construction engineers but also provide a basis for risk-informed construction management, enhancing both safety and efficiency in nuclear power plant construction.
核电站建设阶段的设计变更可能导致重大的财务支出和项目进度的延迟,这主要是由于核设施特有的复杂的监管和安全要求。与所有相关方有效沟通和管理这些变更,以有效评估相关风险,可以潜在地防止成本超支和延迟。加强建筑信息模型(BIM)和有限元(FE)分析软件之间的互操作性,可以通过设计和施工团队之间的有效沟通减轻重新设计的影响。这种改进包括基于BIM的建筑数据创建结构元素或机械管道系统的有限元模型。准确识别BIM元素的几何位置和截面属性对于精确的有限元模型开发至关重要。因此,本研究概述了BIM和FEM之间的互操作性接口程序,促进了设计和施工工程师的工作无缝集成,以确保跨不同项目组件的一致性。利用提取的结构特性在ANSYS Mechanical APDL中生成精确的几何和结构有限元模型。由于施工限制,在批准设计变更之前,必须进行彻底的结构分析。本研究利用更新的有限元模型探索核系统的自动化结构分析,强调软件通信的标准化接口。改进的互操作性和自动化有限元分析不仅增强了设计和施工工程师之间的关键信息流动,而且为风险知情的施工管理提供了基础,提高了核电站建设的安全性和效率。
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引用次数: 0
False sensor-data detection strategy for post-hazard condition monitoring of nuclear systems using statistical approaches and long short-term memory 利用统计方法和长短期记忆进行核系统灾后状态监测的假传感器数据检测策略
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-22 DOI: 10.1016/j.ijpvp.2025.105662
Harleen Kaur Sandhu , Joomyung Lee , Saran Srikanth Bodda , Abhinav Gupta , Nam Dinh
Next-generation nuclear power plants are advancing toward autonomous Online Monitoring (OLM) systems to ensure operational safety and efficiency. A critical factor in the reliability of OLM systems is the integrity of sensor data collected from the facility. Erroneous sensor data can compromise the OLM’s ability to accurately assess the plant’s condition, potentially leading to severe safety risks. For instance, in post-hazard scenarios like earthquakes, undetected faulty data may obscure degraded conditions in piping and equipment systems. Such degradation, if unchecked, can escalate into catastrophic events, including loss of coolant accidents (LOCAs). This study introduces an innovative False Signal Detection and Correction Model (FSDCM) designed to safeguard OLM data integrity. The FSDCM operates through a two-step mechanism: first, it employs statistical correlation analysis to detect false sensor data; second, it uses deep learning algorithms to correct these inaccuracies. By analyzing historical data and learning patterns, the deep learning component can overwrite erroneous sensor readings with validated data, enhancing reliability. A case study on a nuclear piping system demonstrates FSDCM’s effectiveness. Using finite element simulations, acceleration-time series signals are generated as sensor data, and random noise is introduced to simulate false signals. The FSDCM accurately identifies and corrects these anomalies across various test scenarios, showing robust detection and correction capabilities. This novel framework not only enhances operational accuracy but also plays a vital role in risk mitigation for nuclear facilities, paving the way for safer, more autonomous power plant management.
下一代核电站正在向自主在线监测(OLM)系统发展,以确保运行的安全性和效率。OLM系统可靠性的一个关键因素是从设施收集的传感器数据的完整性。错误的传感器数据可能会损害OLM准确评估核电站状况的能力,从而可能导致严重的安全风险。例如,在地震等灾后情况下,未被发现的错误数据可能会掩盖管道和设备系统的退化状况。如果不加以控制,这种退化可能升级为灾难性事件,包括冷却剂损失事故(loca)。本研究介绍了一种创新的假信号检测和校正模型(FSDCM),旨在保护OLM数据的完整性。FSDCM通过两步机制运行:首先,它采用统计相关分析来检测虚假传感器数据;其次,它使用深度学习算法来纠正这些不准确的地方。通过分析历史数据和学习模式,深度学习组件可以用经过验证的数据覆盖错误的传感器读数,从而提高可靠性。核管道系统的实例研究表明了FSDCM的有效性。采用有限元仿真方法,生成加速度-时间序列信号作为传感器数据,并引入随机噪声来模拟假信号。FSDCM在各种测试场景中准确识别和纠正这些异常,显示出强大的检测和纠正能力。这种新颖的框架不仅提高了操作准确性,而且在降低核设施风险方面发挥了至关重要的作用,为更安全、更自主的电厂管理铺平了道路。
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引用次数: 0
Low-cycle fatigue behaviour of Hastelloy C-276: Cyclic hardening, life prediction, and fracture mechanisms 哈氏合金C-276的低周疲劳行为:循环硬化、寿命预测和断裂机制
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-19 DOI: 10.1016/j.ijpvp.2025.105663
Banoth Shivakumar, Ajoy Kumar Pandey
Hastelloy C-276, a high-performance nickel-molybdenum-chromium superalloy, is widely employed in pressure vessels, heat exchangers, and piping systems operating under aggressive thermal and chemical environments. Components made from this alloy frequently experience intense thermal cycles and mechanical loading during service, making a robust understanding of low-cycle fatigue (LCF) essential for safe and optimised design. In this study, the LCF behaviour of Hastelloy C-276 was systematically investigated at 550 °C, 650 °C, and 700 °C, under total strain amplitudes of ±0.25 %, ±0.4 %, and ±0.6 %. Findings reveal a substantial decline in fatigue life with both rising temperature and strain amplitude; the number of cycles to failure (Nf) decreased from 324,660 cycles at 550 °C (±0.25 %) to 282 cycles at 700 °C (±0.6 %). Dynamic strain ageing (DSA) phenomena, most prominent at 550 °C, manifested as stress–strain curve serrations and cyclic hardening, impacting fatigue performance. Fatigue life predictions using Coffin–Manson–Basquin and Ostergren energy models closely matched experimental results, with all predictions falling within a factor of 1.5 of the measured data. Fractographic analysis unveiled transgranular fracture modes with secondary cracks as temperature increased and quantified striation spacing with respect to loading conditions. These insights clarify the interplay between operational parameters and fatigue mechanisms in C-276, providing actionable guidance for the life assessment and reliable, high-temperature design of critical pressure-retaining components.
哈氏C-276是一种高性能镍钼铬高温合金,广泛应用于压力容器、热交换器和管道系统中,这些系统在热和化学环境下运行。由这种合金制成的部件在使用过程中经常经历强烈的热循环和机械载荷,因此对低周疲劳(LCF)有了深入的了解,这对安全和优化设计至关重要。在这项研究中,系统地研究了哈氏合金C-276在550°C、650°C和700°C下的LCF行为,总应变幅为±0.25%、±0.4%和±0.6%。结果表明,随着温度和应变幅值的升高,疲劳寿命显著下降;失效循环次数(Nf)从550℃下的324660次(±0.25%)下降到700℃下的282次(±0.6%)。动态应变时效(DSA)现象在550℃时最为突出,表现为应力-应变曲线锯齿化和循环硬化,影响疲劳性能。使用Coffin-Manson-Basquin和Ostergren能量模型的疲劳寿命预测与实验结果非常吻合,所有预测都在测量数据的1.5倍之内。断口分析揭示了随温度升高而产生次生裂纹的穿晶断裂模式,并量化了加载条件下的条纹间距。这些见解阐明了C-276的工作参数和疲劳机制之间的相互作用,为关键保压部件的寿命评估和可靠的高温设计提供了可行的指导。
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引用次数: 0
Effect of postweld heat treatment on microstructure and mechanical properties of simulated coarse grain heat-affected zone in P92 heat-resistant steel 焊后热处理对P92耐热钢模拟粗晶热影响区的组织和力学性能的影响
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-18 DOI: 10.1016/j.ijpvp.2025.105656
Lei Hu , Kaizhe Zhang , Lin Yuan
Owing to its outstanding creep strength and corrosion durability, P92 steel has become an indispensable material for high temperature components of ultra-supercritical power units. Postweld heat treatment (PWHT) is required to stabilize the microstructure and improve the toughness of weld joints. The coarse-grained heat-affected zone (CGHAZ) is the most brittle fracture-prone region in welded joints due to its low fracture toughness. In this study, the welding thermal simulation method was used to prepare the microstructure of CGHAZ in P92 steel welded joints, and the effect of tempering parameters on the microstructure and mechanical properties were systematically investigated. The results indicated that PWHT promoted the precipitation of secondary phases, and the precipitates progressively coarsen with increasing tempering parameters. Meanwhile, the hardness was significantly decreased and the impact toughness was concurrently improved. The prediction model based on the P-parameter and λ-parameter methods were employed to quantify the relationship among tempering temperature, time, and mechanical properties. Based on prediction model and comprehensive assessment of the synergistic variations in impact toughness, hardness, and tensile strength, the optimal tempering P-parameter of P92 steel is determined to be 20.97–21.47 and the corresponding tempering parameters are 760 °C × (2–6) h. The corresponding hardness was 199–211 HV, the impact absorption energy was 103–113 J, and the tensile strength was 576–610 MPa.
P92钢因其优异的蠕变强度和耐腐蚀性能,已成为超超临界机组高温部件不可缺少的材料。为了稳定焊缝组织,提高焊缝的韧性,需要进行焊后热处理。粗晶热影响区由于其较低的断裂韧性,是焊接接头脆性断裂的易发区域。本研究采用焊接热模拟方法制备了P92钢焊接接头中chaz的微观组织,并系统研究了回火参数对组织和力学性能的影响。结果表明:PWHT促进了二次相的析出,随着回火参数的增加,析出相逐渐变粗;硬度明显降低,冲击韧性同时提高。采用基于p参数法和λ参数法的预测模型,量化了回火温度、时间和力学性能之间的关系。基于预测模型,综合评价冲击韧性、硬度和抗拉强度的协同变化,确定P92钢的最佳回火p参数为20.97 ~ 21.47,回火参数为760℃× (2-6) h,硬度为199 ~ 211 HV,冲击吸收能为103 ~ 113 J,抗拉强度为576 ~ 610 MPa。
{"title":"Effect of postweld heat treatment on microstructure and mechanical properties of simulated coarse grain heat-affected zone in P92 heat-resistant steel","authors":"Lei Hu ,&nbsp;Kaizhe Zhang ,&nbsp;Lin Yuan","doi":"10.1016/j.ijpvp.2025.105656","DOIUrl":"10.1016/j.ijpvp.2025.105656","url":null,"abstract":"<div><div>Owing to its outstanding creep strength and corrosion durability, P92 steel has become an indispensable material for high temperature components of ultra-supercritical power units. Postweld heat treatment (PWHT) is required to stabilize the microstructure and improve the toughness of weld joints. The coarse-grained heat-affected zone (CGHAZ) is the most brittle fracture-prone region in welded joints due to its low fracture toughness. In this study, the welding thermal simulation method was used to prepare the microstructure of CGHAZ in P92 steel welded joints, and the effect of tempering parameters on the microstructure and mechanical properties were systematically investigated. The results indicated that PWHT promoted the precipitation of secondary phases, and the precipitates progressively coarsen with increasing tempering parameters. Meanwhile, the hardness was significantly decreased and the impact toughness was concurrently improved. The prediction model based on the <em>P</em>-parameter and <em>λ</em>-parameter methods were employed to quantify the relationship among tempering temperature, time, and mechanical properties. Based on prediction model and comprehensive assessment of the synergistic variations in impact toughness, hardness, and tensile strength, the optimal tempering <em>P</em>-parameter of P92 steel is determined to be 20.97–21.47 and the corresponding tempering parameters are 760 °C × (2–6) h. The corresponding hardness was 199–211 HV, the impact absorption energy was 103–113 J, and the tensile strength was 576–610 MPa.</div></div>","PeriodicalId":54946,"journal":{"name":"International Journal of Pressure Vessels and Piping","volume":"219 ","pages":"Article 105656"},"PeriodicalIF":3.5,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145120865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel framework for simulating fatigue crack propagation in X70 pipelines with girth welds: Full-scale testing and phase field method 模拟X70环焊缝管道疲劳裂纹扩展的新框架:全尺寸试验和相场法
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-17 DOI: 10.1016/j.ijpvp.2025.105658
Jianxing Yu , Yefan Su , Yang Yu , Zihang Jin , Zhongzhen Sun , Ruoke Sun
Fatigue damage caused by crack propagation poses a significant threat to pipeline integrity. In this study, a novel computational framework was proposed to simulate fatigue crack propagation in X70 pipelines with girth welds. The proposed framework is based on the phase field method and incorporates the interface phase field, sequentially coupled thermal-stress analysis, and acceleration strategies. The framework introduces the interface phase field to tackle the material discontinuity between the weld and the base metal. A full-scale pipeline fatigue test was conducted using the resonance bending fatigue method to validate the accuracy of the proposed framework. The comparison between the simulation and experimental results confirmed the accuracy of the proposed framework. The results show that the proposed framework can accurately predict the fatigue crack propagation in pipelines with girth welds under high-cycle fatigue conditions.
裂纹扩展引起的疲劳损伤对管道的完整性构成严重威胁。本文提出了一种新的计算框架来模拟X70环焊缝管道的疲劳裂纹扩展。该框架以相场法为基础,结合了界面相场、顺序耦合热应力分析和加速策略。该框架引入了界面相场来解决焊缝与母材之间的材料不连续问题。采用共振弯曲疲劳法进行了全尺寸管道疲劳试验,以验证所提出框架的准确性。仿真结果与实验结果的对比验证了所提框架的准确性。结果表明,该框架能准确预测环焊缝管道在高周疲劳条件下的疲劳裂纹扩展。
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引用次数: 0
Study on the fracture failure mechanism of full-scale pipeline girth welds with central/interfacial crack 含中心/界面裂纹的全尺寸管道环焊缝断裂失效机理研究
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-17 DOI: 10.1016/j.ijpvp.2025.105655
Yinhui Zhang , Fuxiang Wang , Zhiyang Lv , Tieyao Zhang , Jian Shuai
The fracture failure of oil and gas pipelines is an important form, especially the fracture problem of girth welds has become the current research focus. This paper employs a material damage model and finite element analysis to study the fracture failure mechanism of the full-scale pipeline welded joints with central/interfacial crack. According to the findings, the fracture mechanism of the interfacial crack is more complicated than previously thought. Under conditions of a large weld matching coefficient, the interfacial crack in the full-scale overmatched girth welds deflects into the heat-affected zone (HAZ) after reaching a specific length. Significant plastic strain zones develop from the crack front to the right-side pipeline's inner side after the crack has grown, but high stress triaxiality zones primarily disperse in the HAZ before the crack tip. In the case of undermatched full-scale pipeline girth welds, the growth of the interfacial crack does not deflect. A large plastic strain region is formed from the crack front to the inner side of the left-side HAZ, and high stress triaxiality zones distribute along the interface within the weld metal (WM). Under varying weld strength matching conditions, elevating the matching coefficient consistently enhances crack growth resistance while correspondingly diminishing the driving force. Decreasing the weld matching coefficient, enhancing the base metal (BM) strain hardening exponent, intensifying HAZ softening, or applying internal pressure all collectively reduce the strain-bearing capacity of pipeline girth welds. Under identical conditions, the deformation resistance of pipelines with the interfacial crack is significantly lower than that of pipelines containing the central crack in girth welds. The interfacial crack shall be analyzed separately from the non-interfacial weld crack to avoid pipeline failure caused by insufficient understanding of its danger level.
油气管道断裂失效是一种重要形式,尤其是环焊缝断裂问题已成为当前研究的热点。本文采用材料损伤模型和有限元分析方法,研究了含中心/界面裂纹的全尺寸管道焊接接头断裂失效机理。根据研究结果,界面裂纹的断裂机制比以前认为的要复杂得多。在焊缝匹配系数较大的情况下,全尺寸过匹配环焊缝的界面裂纹在达到一定长度后会向热影响区偏转。裂纹扩展后,从裂纹前缘到右侧管道内侧出现了显著的塑性应变区,但高应力三轴性区主要分散在裂纹尖端之前的热影响区。在不匹配全尺寸管道环焊缝的情况下,界面裂纹的扩展不会偏转。从裂纹前缘到左侧热影响区内侧形成了较大的塑性应变区,焊缝金属内部沿界面分布着高应力三轴性区。在不同的焊缝强度匹配条件下,匹配系数的增大均能提高抗裂纹扩展能力,但相应的减小了抗裂纹扩展的驱动力。降低焊缝匹配系数、提高母材(BM)应变硬化指数、强化热影响区软化或施加内压均可降低管道环焊缝的应变承载能力。在相同条件下,含界面裂纹管道的变形抗力明显低于环焊缝含中心裂纹管道的变形抗力。界面裂纹应与非界面焊缝裂纹分开分析,避免因对其危险程度认识不足而造成管道失效。
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引用次数: 0
Comparison of Stresses in the Junctions of Shell Structures with Bolted Flange Rings 螺栓连接法兰环壳结构连接处应力比较
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-17 DOI: 10.1016/j.ijpvp.2025.105660
Abdel-Hakim Bouzid, Mohammad Choulaei
Bolted flange joints are favored across a spectrum of pressure vessel applications within diverse industries, owing to their simplicity in installation and operation. However, ensuring their structural integrity and leak-proof performance necessitates careful consideration of both operational conditions and the nature of the connected shell. Yet, the existing ASME BPV Code for flange design lacks inclusion of a leakage criterion or flexibility analysis, hindering accurate assessment of these critical characteristics.
This research aims to comprehensively evaluate the integrity and leakage resilience of various shell configurations attached to flange rings. The investigation will scrutinize pivotal factors such as flange rotation and stress distribution at the flange-shell interface, leveraging diverse shell theories across three distinct flange sizes: NPS 26, 48, and 60. Additionally, four prevalent types of shell connections—cylindrical, spherical, dish, and conical—will be juxtaposed. Notably, all shell connections are directly affixed to the raised-face flange ring. To facilitate comparison and validation, these shell connections will be simulated using a versatile finite element program, augmenting the analytical approach. Noteworthy is the incorporation of the gasket's nonlinear behavior in the finite element analysis, a crucial aspect overlooked in the analytical modeling process.
由于安装和操作简单,螺栓法兰连接在各种行业的压力容器应用中受到青睐。然而,为了确保其结构完整性和防泄漏性能,需要仔细考虑操作条件和连接外壳的性质。然而,现有的法兰设计ASME BPV规范缺乏泄漏准则或柔性分析,阻碍了对这些关键特性的准确评估。本研究的目的是综合评价不同结构的法兰环壳的完整性和泄漏弹性。该研究将仔细研究法兰旋转和法兰-壳体界面应力分布等关键因素,并利用三种不同法兰尺寸(NPS 26、48和60)的不同壳体理论。此外,四种常见的壳体连接类型-圆柱形,球形,碟形和锥形-将被并列。值得注意的是,所有壳体连接都直接贴在凸面法兰环上。为了便于比较和验证,这些壳体连接将使用通用有限元程序进行模拟,以增强分析方法。值得注意的是,在有限元分析中纳入了垫片的非线性行为,这是在分析建模过程中被忽视的一个关键方面。
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引用次数: 0
Machine learning-based prediction models of single weld bead attributes in wire arc additive manufacturing of Inconel 625 superalloy and process map generation 基于机器学习的Inconel 625高温合金电弧增材制造单焊缝属性预测模型及工艺图生成
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-16 DOI: 10.1016/j.ijpvp.2025.105659
Van Thao Le , Duc Manh Dinh , Van-Chau Tran , Quang Huy Mai , Quoc Hoang Pham
Currently, wire arc additive manufacturing (WAAM) is widely investigated to manufacture large-scale parts in various industry sectors - e.g., shipbuilding, aeronautics, and tooling. In WAAM processes, single weld beads (SWBs) are considered as basic elements in deposition path planning, and their attributes remarkably impact on the stability and quality of as-deposited parts. The SWB size, including bead width (W) and height (H), directly involves the deposition path planning. Meanwhile, the aspect ratio H/W and the penetration depth (D) relate to the process stability and adhesive strengths between layers, respectively. As a result, predicting SWB attributes in function of process parameters - e.g., wire feeding speed (WFS) and traveling speed (TS) is essential. In this research, models for predicting SWB attributes in WAAM of Inconel 625 superalloy are developed, using popular machine learning (ML) models - linear regression (LR), neural network regression (NNR), support vector regression (SVR), and gaussian process regression (GPR). The performance of ML models is assessed and compared to selecting the best one for each attribute (H, W, H/W, and PD). The relations between the SWB attributes and process variables are also discussed. The results indicate that the effects of process variables on the SWBs’ attributes are complex and nonlinear. WFS shows the most contribution to the bead width W and the aspect ratio H/W with a contribution of 74.61 % and 60.55 %, respectively, while the travel speed TS reveals the greatest effect contribution to the bead height H and the penetration depth PD with a contribution of 90.46 % and 58.20 %, respectively. All the SVR, NNR and GPR models reveal greater performance than the LR model in predicting H, W, H/W, and PD. Compared to other ones, the GPR models feature the highest accuracy when predicting H, W, H/W, and PD. Their evaluation metrics {MAE, MSE, R2} in prediction of H, W, H/W, and PD are {0.097, 0.013, 0.95}, {0.125, 0.025, 0.98}, {0.018, 0.00051, 0.90}, and {0.075, 0.007, 0.93}, respectively. Based on the developed GPR models, process maps describing relationships between the process variables and responses are built for operators to select proper process parameters that enable producing the desirable SWBs coherent to specific applications.
目前,电弧增材制造(WAAM)被广泛研究用于制造各种工业部门的大型零件-例如造船,航空和模具。在WAAM工艺中,单焊珠(swb)是沉积路径规划的基本要素,其属性对沉积件的稳定性和质量有显著影响。SWB的尺寸,包括晶圆宽度(W)和高度(H),直接关系到沉积路径的规划。同时,长径比H/W和渗透深度D分别与工艺稳定性和层间粘接强度有关。因此,根据工艺参数(例如送丝速度(WFS)和行进速度(TS))来预测SWB属性至关重要。本研究采用流行的机器学习(ML)模型——线性回归(LR)、神经网络回归(NNR)、支持向量回归(SVR)和高斯过程回归(GPR),建立了预测Inconel 625高温合金WAAM中SWB属性的模型。评估和比较ML模型的性能,为每个属性(H, W, H/W和PD)选择最佳模型。讨论了SWB属性与工艺变量之间的关系。结果表明,工艺变量对swb性能的影响是复杂的、非线性的。WFS对弹珠宽度W和长径比H/W的影响最大,分别为74.61%和60.55%,而行进速度对弹珠高度H和穿透深度PD的影响最大,分别为90.46%和58.20%。SVR、NNR和GPR模型在预测H、W、H/W和PD方面均优于LR模型。与其他模型相比,GPR模型在预测H、W、H/W和PD方面具有最高的精度。预测H、W、H/W和PD的评价指标{MAE、MSE、R2}分别为{0.097、0.013、0.95}、{0.125、0.025、0.98}、{0.018、0.00051、0.90}和{0.075、0.007、0.93}。基于已开发的GPR模型,构建了描述过程变量和响应之间关系的过程图,供操作人员选择适当的过程参数,从而生产符合特定应用的理想swb。
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引用次数: 0
Erosive wear behavior of FRP composite pipes under varying impingement angles, impact velocities and flow directions 不同冲击角、冲击速度和流动方向下FRP复合管材的冲蚀磨损行为
IF 3.5 2区 工程技术 Q2 ENGINEERING, MECHANICAL Pub Date : 2025-09-16 DOI: 10.1016/j.ijpvp.2025.105657
Seyit Mehmet Demet , Yusuf Kepir , Alper Gunoz , Harun Sepetcioglu , Mehmet Bagci , Memduh Kara
Fiber-reinforced polymer (FRP) composite pipes are emerging as superior alternatives in sectors such as oil and gas, chemical processing, and aerospace, owing to their high strength-to-weight ratio, corrosion resistance, and design flexibility; however, their long-term durability is susceptible to erosion wear when exposed to abrasive particles. This study experimentally investigates the solid particle erosion (SPE) behavior of filament-wound carbon (CFR/EP), glass (GFR/EP), and basalt (BFR/EP) fiber-reinforced epoxy pipes by ASTM G76-18. Tests were conducted under varied impingement angles (30°, 45°, 60°, 90°), flow directions (axial and radial), and particle velocities (28 and 34 m/s), using both erosion rate (ER) and volumetric material loss to assess performance. All composites demonstrated a semi-ductile erosion response, with degradation consistently peaking at a 45° impingement angle across all test conditions. An increase in particle velocity from 28 to 34 m/s induced a near two-fold escalation in ER. Among the materials, BFR/EP exhibited the highest erosion rates, whereas CFR/EP was the most resistant. Notably, ER values were consistently higher in the axial flow direction, exceeding radial values by 20–40 % under the most severe condition (45° at 34 m/s). Paradoxically, despite its lower ER, CFR/EP suffered greater volumetric material loss than GFR/EP, a discrepancy attributed to its significantly lower fiber volume fraction (42.4 %) compared to GFR/EP (68.9 %) and BFR/EP (59.7 %). These findings emphasize that both ER and volumetric loss are critical metrics for designing thin-walled pipes, thereby providing a crucial scientific basis for material selection in environments characterized by erosive, multi-directional flow.
纤维增强聚合物(FRP)复合管道由于其高强度重量比、耐腐蚀性和设计灵活性,正在成为石油和天然气、化学加工和航空航天等行业的优越替代品;然而,当暴露于磨料颗粒时,它们的长期耐久性容易受到侵蚀磨损。根据ASTM G76-18标准,研究了纤维缠绕碳纤维(CFR/EP)、玻璃(GFR/EP)和玄武岩(BFR/EP)纤维增强环氧树脂管道的固相颗粒侵蚀(SPE)行为。在不同的冲击角度(30°、45°、60°、90°)、流动方向(轴向和径向)以及颗粒速度(28和34 m/s)下进行了测试,使用侵蚀速率(ER)和材料体积损失来评估性能。所有复合材料都表现出半延性侵蚀响应,在所有测试条件下,在45°冲击角处,降解始终达到峰值。当粒子速度从28 m/s增加到34 m/s时,内压增加了近两倍。其中,BFR/EP材料的侵蚀速率最高,而CFR/EP材料的抗侵蚀能力最强。值得注意的是,轴向ER值一直较高,在最严重的情况下(45°,34 m/s), ER值超过了径向值20 - 40%。矛盾的是,尽管其ER较低,CFR/EP比GFR/EP遭受更大的体积材料损失,这种差异归因于其纤维体积分数(42.4%)明显低于GFR/EP(68.9%)和BFR/EP(59.7%)。这些发现强调了内耗和体积损失是设计薄壁管道的关键指标,从而为在侵蚀多向流动环境中选择材料提供了重要的科学依据。
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引用次数: 0
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International Journal of Pressure Vessels and Piping
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