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High-temperature mechanical properties evaluation of 310S stainless steel 310S不锈钢高温力学性能评价
4区 材料科学 Q2 Materials Science Pub Date : 2023-11-10 DOI: 10.1080/09603409.2023.2281111
Jingwei Zhang, Zhicheng Li, Li Lin, Kanglin Liu
ABSTRACTThe high-temperature mechanical properties of 310S stainless steel were investigated by uniaxial tensile tests and small punch tests at the temperature from 20℃ to 600℃, and the relationship between the mechanical properties (σYS ,σUTS) and the characteristic loads (Fy, Fm) was established. The results revealed that with increasing temperature, the mechanical properties of 310S decrease, and the characteristic loads obtained by Fy_Mao, Fy_EN and Fy_E3205 are more appropriate for determining the yield strength of materials at high temperatures particularly for Fy_E3205. The fracture pattern observed in the SPT specimens indicated a mixed tough-brittle fracture accompanied by the characteristics of cleavage fracture. Additionally, the ultimate tensile strength of the material and the maximum load Fm increased slightly at 400 ℃ compared to 300 ℃ due to the precipitation of a large number of granular carbides and the increase in the grain size.KEYWORDS: 310s steelSmall punch testHigh temperatureMechanical propertiesFracture Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThe work was supported by the National Natural Science Foundation of China (No.51705079), Natural Science Foundation of Fujian Province (No.2018J01767), Open Fund of Fujian Key Laboratory of Energy Measurement(Fujian Metrology Institute) (NYJL-KFKT-2022-02).
摘要通过单轴拉伸试验和小冲孔试验,研究了310S不锈钢在20 ~ 600℃范围内的高温力学性能,建立了其力学性能(σYS、σUTS)与特征载荷(Fy、Fm)的关系。SPT试样的断裂模式为韧脆混合断裂,并伴有解理断裂特征。在400℃时,由于大量碳化物的析出和晶粒尺寸的增大,材料的极限抗拉强度和最大载荷Fm比300℃时略有提高。关键词:310s钢小冲床试验温度力学性能断裂披露声明作者未报告潜在的利益冲突。国家自然科学基金项目(No.51705079)、福建省自然科学基金项目(No.2018J01767)、福建省能源计量重点实验室开放基金项目(NYJL-KFKT-2022-02)资助。
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引用次数: 0
Experimental investigations on a model of a power plant flange under steady state and transient load 电厂法兰稳态与瞬态负荷模型试验研究
4区 材料科学 Q2 Materials Science Pub Date : 2023-11-09 DOI: 10.1080/09603409.2023.2278833
K. Kettler, A. Klenk, S. Weihe
ABSTRACTThe design and operation of conventional power plant components is affected by load changes, with the balancing of renewable energy generation leading to an increase in warm and hot starts. Essential parts of these power plant components are flanges e.g. connecting pipes and turbine housings. While being structural rather simple, many influences affect the functionality of these flanges, like the high-temperature behaviour of the bolt material or the temperature distribution in the components. This paper presents parts of a recently finished research project on different influences on the relaxation behaviour of flanges. To investigate the influence of the bolt material, tests were carried out on a model of an IP turbine flange using martensitic X12CrMoWVNbN10-1-1 and nickel-based Ni80A bolts. Each tests included 2000 h of steady state and 3000 h of transient load with a retightening of the bolts after 1500 h. Exemplary relaxation tests on the X12 material provide additional information towards the observed behaviour in the flange tests.KEYWORDS: Stress relaxationcreepturbine flangetransient loadsretightening of boltscomponent testhigh temperature testing AcknowledgmentsThe presented results were obtained at MPA Stuttgart within a research project carried out in the industrial collective research programme (IGF No. 20088 N). It was supported by the Federal Ministry for Economic Affairs and Climate Action (BMWK) through the AiF (German Federation of Industrial Research Associations eV) based on a decision taken by the German Bundestag. The authors would also like to thank the research partners from the IfW Technical University of Darmstadt and the experts from member companies especially from GE Power GmbH, Siemens Energy Global GmbH & Co. KG und MAN Energy Solutions SE for their contributions in the project working group and the provision of various benefits in kind.Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported by the AiF Projekt [20088 N].
【摘要】常规电厂组件的设计和运行受到负荷变化的影响,可再生能源发电的平衡导致暖启动和热启动的增加。这些电厂部件的基本部分是法兰,例如连接管道和涡轮外壳。虽然结构相当简单,但许多因素会影响这些法兰的功能,例如螺栓材料的高温性能或部件中的温度分布。本文介绍了最近完成的一项关于不同因素对法兰松弛行为影响的研究项目的部分内容。为了研究螺栓材料的影响,采用马氏体X12CrMoWVNbN10-1-1和镍基Ni80A螺栓在某涡轮翼缘模型上进行了试验。每次试验包括2000小时的稳态和3000小时的瞬态载荷,1500小时后重新拧紧螺栓。X12材料的示范松弛试验为法兰试验中观察到的行为提供了额外的信息。关键词:应力放松、蠕变汽轮机法兰瞬态载荷、螺栓紧固、部件试验、温度试验确认本研究结果由斯图加特MPA在工业集体研究计划(IGF No. 20088 N)中开展的一个研究项目中获得。该研究由联邦经济事务和气候行动部(BMWK)通过德国工业研究协会联合会(AiF)根据德国联邦议院的决定提供支持。作者还要感谢达姆施塔特IfW工业大学的研究合作伙伴以及成员公司的专家,特别是来自GE电力有限公司、西门子能源全球有限公司和MAN能源解决方案公司的专家,他们在项目工作组中做出了贡献,并提供了各种实物效益。披露声明作者未报告潜在的利益冲突。本研究得到了AiF项目[20088 N]的支持。
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引用次数: 0
Creep rupture data assessment – new uncertain challenges require new uncertain answers 蠕变断裂数据评估——新的不确定挑战需要新的不确定答案
4区 材料科学 Q2 Materials Science Pub Date : 2023-11-09 DOI: 10.1080/09603409.2023.2268334
M. Schwienheer, F. Kolzow
ABSTRACTFor the service life calculation of high-temperature components the knowledge of the creep behaviour of the materials used remain essential. Over decades, many methods have been developed for extrapolating creep rupture strengths. The challenge with these Creep Rupture Data Assessments (CRDAs), however, always remains evaluating the predictive accuracy of creep life. New computer-aided calculation methods allow the use of extensive data on the casts and other experimental data, as well as the application of probabilistic methods. Within the ECCC, software tools are being developed that both leverage the capabilities of new powerful computer-aided computational methods and allow for simultaneous assessment with post-assessment testing in accordance with ECCC recommendations. The authors would like to point out that despite all available tools and guidelines, the expertise and experience of the assessor is an indispensable guarantor for a reliable evaluation.KEYWORDS: Creepcreep rupture dataassessmentpost assessment testsmaximum likelihoodprobabilistic lifetime model AcknowledgmentsThe authors would like to thank the ECCC for its technical and financial support. “So long, and thanks for all the fish” [39].Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported by the ECCC European Creep Collaborative Committee.
摘要对于高温部件的使用寿命计算,所使用材料的蠕变行为的知识仍然是必不可少的。几十年来,已经开发了许多方法来推断蠕变断裂强度。然而,这些蠕变断裂数据评估(crda)的挑战始终是评估蠕变寿命的预测准确性。新的计算机辅助计算方法允许使用大量的铸件数据和其他实验数据,以及应用概率方法。在ECCC内部,正在开发软件工具,既可以利用新的强大的计算机辅助计算方法的能力,又可以根据ECCC的建议同时进行评估和评估后测试。作者想指出,尽管有所有可用的工具和指导方针,评估员的专业知识和经验是可靠评估的不可或缺的保证。关键词:蠕变破裂数据评估评估后试验最大似然概率寿命模型致谢作者感谢ECCC的技术和资金支持。"再见,谢谢你的鱼"之类的。披露声明作者未报告潜在的利益冲突。本研究得到ECCC欧洲蠕变合作委员会的支持。
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引用次数: 1
Practical application of an ultra-miniature creep test to the remaining creep-rupture life prediction using an iso–stress approach for in-service boiler piping of modified 9Cr-1Mo steel 超小型蠕变试验在等应力法预测9Cr-1Mo改性钢在役锅炉管道剩余蠕变断裂寿命中的实际应用
4区 材料科学 Q2 Materials Science Pub Date : 2023-11-08 DOI: 10.1080/09603409.2023.2278361
Hirohide Nakatsuka, Chiaki Hisaka, Kazukiyo Takahashi, Akito Nitta, Masatsugu Yaguchi
ABSTRACTA practical procedure for predicting the remaining creep-rupture life of in-service boiler pipes under their operating conditions is proposed and discussed in this study. Tests were conducted on a coupon obtained using electric discharge sampling equipment from the outer surface of an in-service boiler pipe of modified 9Cr-1Mo steel. An ultra-miniature creep (UMC) specimen machined from the coupon was employed for the tensile creep test. Focusing on an iso–stress approach that has potential for the remaining life prediction using a limited test data, its suitability has been discussed. Test results indicate that the iso–stress approach can be applied to predict the remaining creep-rupture life using the UMC testing method with high accuracy. Furthermore, an examination of the high-temperature oxidation resistance of the UMC specimen indicated that oxidation had little influence on the rupture time.KEYWORDS: In-service pipingmodified 9Cr-1Mo steelremaining creep life predictionultra-miniature specimeniso–stress approachLarson–Miller parameterMonkman–Grant relationshiphigh-temperature oxidation Disclosure statementNo potential conflict of interest was reported by the author(s).
摘要本文提出并讨论了在役锅炉管道在运行工况下的剩余蠕变破裂寿命预测的实用方法。利用电火花取样装置对在役9Cr-1Mo改性钢锅炉管道外表面试样进行了试验。采用超小型蠕变(UMC)试样进行拉伸蠕变试验。重点讨论了利用有限的测试数据进行剩余寿命预测的等应力方法的适用性。试验结果表明,等应力法可以较准确地预测UMC试验方法的剩余蠕变断裂寿命。此外,对UMC试样的高温抗氧化性能进行了测试,结果表明氧化对断裂时间的影响很小。关键词:在役管道改性9Cr-1Mo钢剩余蠕变寿命预测超微型试样应力法larson - miller参数monkman - grant关系高温氧化披露声明作者未报告潜在利益冲突。
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引用次数: 0
Study on creep characteristics and the isochronous stress–strain curve of Ni-Cr-Mo superalloy Ni-Cr-Mo高温合金蠕变特性及等时应力-应变曲线研究
4区 材料科学 Q2 Materials Science Pub Date : 2023-11-08 DOI: 10.1080/09603409.2023.2277565
Guangcheng Fan, Guangzhou Yuan, Wanxia Wang, Songlin Wang, Jianxiong Zhang, Yanyan Jia, Jiamin Wang, Yanling Lu
ABSTRACTC276 superalloy is considered as a potential structural material for advanced nuclear reactor with good mechanical properties and corrosion resistance. High-temperature creep behaviour of C276 alloy was investigated in the temperature range of 650°C–700°C and at stresses of 140–430 MPa. A linear relationship was fitted between stress and minimum creep rate in the logarithmic coordinate system. The rupture time is analysed for life prediction in terms of isotherm extrapolation method, Monkman–Grant relation, and Larson–Miller parameter method, respectively. The isochronous stress–strain curves as a means of representing stress–strain–time relations under creep conditions were established by the parameter method. The fracture surface morphology of ruptured specimens was characterised by a scanning electron microscope to elucidate the failure mechanism.KEYWORDS: Ni-Mo-Cr superalloycreep rupturelife predictionisochronous stress–strain curve AcknowledgmentsThis work was supported by the National Natural Science Foundation of China (Grant nos. 52071330, 51901241), the Research Project of Shanghai Science and Technology Commission (19DZ2200300), the National Key Research and Development Program (Grant no. 2021YFB3700605), the Young Potential Program of Shanghai Institute of Applied Physics, Chinese Academy of Sciences and the Strategic Priority Research Program of the Chinese Academy of Sciences (XDA02004210).Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThe work was supported by the National Natural Science Foundation of China [52071330]; National Natural Science Foundation of China [51901241]; the Strategic Priority Research Program of the Chinese Academy of Sciences [XDA02004210]; Research Project of Shanghai Science and Technology Commission [19DZ2200300]; the National Key Research and Development Program [2021YFB3700605].
摘要c276高温合金具有良好的力学性能和耐腐蚀性,被认为是一种有潜力的先进核反应堆结构材料。研究了C276合金在650℃~ 700℃温度范围和140 ~ 430 MPa应力范围内的高温蠕变行为。在对数坐标系下,应力与最小蠕变速率拟合成线性关系。分别采用等温线外推法、Monkman-Grant关系法和Larson-Miller参数法对断裂时间进行寿命预测分析。采用参数法建立了蠕变条件下的等时应力-应变曲线,作为表征应力-应变-时间关系的手段。利用扫描电镜对断裂试样的断口形貌进行了表征,以阐明断裂机理。项目资助:国家自然科学基金(no. 52071330,51901241),上海市科学技术委员会研究项目(no. 19DZ2200300),国家重点研发计划项目(no. 2200300);2021YFB3700605),中国科学院上海应用物理研究所青年潜力计划和中国科学院战略重点研究项目(XDA02004210)。披露声明作者未报告潜在的利益冲突。本研究得到国家自然科学基金资助[52071330];国家自然科学基金[51901241];中国科学院战略重点研究项目[XDA02004210];上海市科委科研项目[19DZ2200300];国家重点研发计划[2021YFB3700605]。
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引用次数: 0
Development of a P91 uniaxial creep model for a wide stress range with an artificial neural network 基于人工神经网络的P91大应力范围单轴蠕变模型的建立
4区 材料科学 Q2 Materials Science Pub Date : 2023-11-08 DOI: 10.1080/09603409.2023.2276996
D. Baraldi, K.-F Nilsson, S. Holmström, I. Simonovski
A uniaxial creep model that describes creep over a wide stress range was developed for P91 steel using an artificial neural network (ANN). The training dataset was based on measurements from uniaxial creep tests and information derived from a combination of the logistic creep strain prediction and the Wilshire models. The ANN model reproduces the training dataset with high accuracy (R2 = 0.975; RMSE (Root Mean Square Error) = 0.19). The model can be easily implemented in finite element analysis (FEA) codes since it provides an analytical expression of the true creep rate as a function of temperature, true stress and true creep strain. In FEA simulations under the same conditions as the training dataset, the model provides times to rupture and minimum creep rates very close to those in the training dataset. The model can be adapted for heats with different properties from the average behaviour of the training dataset by means of a stress-scaling factor.
利用人工神经网络(ANN)建立了P91钢的单轴蠕变模型,该模型描述了P91钢在大应力范围内的蠕变。训练数据集基于单轴蠕变试验的测量结果,以及logistic蠕变应变预测和Wilshire模型相结合的信息。人工神经网络模型对训练数据集的再现精度较高(R2 = 0.975;均方根误差(RMSE) = 0.19)。该模型可以很容易地在有限元分析(FEA)代码中实现,因为它提供了真实蠕变速率作为温度、真应力和真蠕变应变的函数的解析表达式。在与训练数据集相同条件下的有限元模拟中,该模型提供的断裂时间和最小蠕变速率非常接近训练数据集。该模型可以适应与训练数据集的平均行为不同性质的热,通过应力缩放因子。
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引用次数: 0
Crystal plasticity model for creep and relaxation deformation of OFP copper OFP铜蠕变松弛变形的晶体塑性模型
4区 材料科学 Q2 Materials Science Pub Date : 2023-11-06 DOI: 10.1080/09603409.2023.2278232
Tom. Andersson, Matti. Lindroos, Rami. Pohja, Abhishek. Biswas, Supriya. Nandy, Janne. Pakarinen, Juhani. Rantala
We demonstrate a dislocation density-based crystal plasticity (CP) model approach for simulating mesoscale deformation and damage. The existing CP framework is extended to be compatible with the oxygen-free phosphorous copper microstructure that is the focus of this study. The key aim is to introduce relevant plastic deformation mechanisms and to develop a failure model capable of depicting creep damage in the material. The effect of local variations in material is evaluated, and the model response is compared with experiments and characterisation. The basis of this work is CP material modelling, including grain orientation and size, obtained using electron backscatter diffraction and experimental test data of real relaxation test specimens. This will yield a realistic description of texture and grain shape and, ultimately, accurate stress–strain response at the microstructural level for further evaluation of performance with respect to material creep(−fatigue) damage.
我们展示了一种基于位错密度的晶体塑性(CP)模型方法,用于模拟中尺度变形和损伤。现有的CP框架被扩展为与无氧磷铜微观结构兼容,这是本研究的重点。主要目的是介绍相关的塑性变形机制,并开发一种能够描述材料蠕变损伤的失效模型。评估了材料局部变化的影响,并将模型响应与实验和表征进行了比较。本工作的基础是利用电子背散射衍射和真实弛豫试样的实验测试数据获得的CP材料模型,包括晶粒取向和尺寸。这将产生对纹理和晶粒形状的真实描述,并最终在微观结构水平上准确地进行应力应变响应,从而进一步评估材料蠕变(-疲劳)损伤的性能。
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引用次数: 0
The effect of oxide scale and microstructural changes during cyclic hot corrosion on high-temperature tensile properties of Rene-80 superalloy 循环热腐蚀过程中氧化皮和显微组织变化对Rene-80高温合金高温拉伸性能的影响
4区 材料科学 Q2 Materials Science Pub Date : 2023-11-01 DOI: 10.1080/09603409.2023.2276995
ARMAN Rabieifar, M. REZA Afshar, HAMIDREZA Najafi
ABSTRACTThe effect of oxide scale and microstructural changes during 10, 20, and 40 hot corrosion cycles on the high-temperature tensile properties of Rene-80 superalloy at 950 °C was investigated. Due to the formation of micro-cracks and micro-voids, compressive stresses produced from Cr2O3 and NiO growth, and tensile stresses stemming from NiMoO4 transformation and Al internal oxidation, the oxide scale spalled. By increasing the hot corrosion cycles, UTS (Ultimate Tensile Strength) and El.% (Elongation) first decreased and then increased due to the propagation of intergranular vertical cracks from the oxide scale to the Rene-80 after 20 cycles. During hot corrosion cycles, YS increased due to a rise in the density of near-surface intergranular cracks close to the Rene-80/oxide scale interface resulting from micro-void linkage and γ′-depleted zone. Due to the high area fraction and the small average size of secondary γ′, UTS and YS were the highest and lowest after ten cycles, respectively.KEYWORDS: Rene-80 superalloyhot corrosionoxide scaletensile propertiesfracture surfaceγ' precipitate Disclosure statementNo potential conflict of interest was reported by the author(s).
摘要研究了热腐蚀循环10、20、40次时氧化皮和显微组织变化对Rene-80高温合金950℃高温拉伸性能的影响。由于微裂纹和微孔洞的形成、Cr2O3和NiO生长产生的压应力以及NiMoO4相变和Al内部氧化产生的拉应力,导致氧化皮剥落。通过增加热腐蚀循环,UTS(极限拉伸强度)和El。经过20次循环后,由于晶间垂直裂纹从氧化层向Rene-80扩展,伸长率先减小后增大。在热腐蚀循环中,由于微孔洞连接和γ′枯竭区导致靠近Rene-80/氧化物界面的近表面晶间裂纹密度增加,YS增加。由于二次γ′的面积分数高,平均尺寸小,10次循环后的UTS和YS分别最高和最低。关键词:稀土-80高温合金,热腐蚀,氧化垢,拉伸性能,断口γ′沉淀披露声明作者未报告潜在的利益冲突。
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引用次数: 0
Creep, fatigue and creep-fatigue behaviour of martensitic/bainitic steels and nickel-based alloys and their welded joints at the temperature range 500°C–750°C 马氏体/贝氏体钢和镍基合金及其焊接接头在500℃- 750℃温度范围内的蠕变、疲劳和蠕变疲劳行为
4区 材料科学 Q2 Materials Science Pub Date : 2023-10-19 DOI: 10.1080/09603409.2023.2261780
Daniel Osorio, Arianna Gotti, Florian Kauffmann, Andreas Klenk, Stefan Weihe
ABSTRACTThe aim of the paper is to investigate experimentally the fatigue and creep-fatigue material behaviour of improved materials and welded joints for the application in flexible future power plants. These materials promise a reduction in manufacturing costs as well as an increase in flexibility by providing enhanced creep strength thorugh a wall thickness reduction. At the temperature range between 500°C −550°C, the investigation focusses on the creep and low-cycle fatigue behaviour of dissimilar welded joints from conventional materials (bainitic and martensitic materials T24 and T92) to nickel-based alloys (A617B and HR6W) fabricated as tubes. At the temperature range between 700°C and 750°C, it focusses on the creep, low-cycle fatigue and creep-fatigue behaviour of similar and dissimilar welded joints from nickel-based alloys (A740H, A617B and A263) fabricated as tubes and as pipes. Metallographic investigations after testing provide support for understanding the influence of temperature, strain amplitude and dwell time on the microstructure change and the fatigue strength.KEYWORDS: Creepfatiguecreep-fatiguemartensitic/bainitic steelsnickel-based-alloyweld jointstubepipe Additional Notes to AuthorsDo you wish your paper to be submitted to Materials at High Temperatures … … … … … … Yes/NoThose papers accepted for inclusion in the MHT Journal will only appear in the conference proceedings as an abstract with reference to the full paper in the relevant edition of the Journal.An abstract book will be included within the delegate pack as below. You are invited to include a photo of the main author/presenter, to aid networking at the conference. If you prefer not to supply a photo we will happily include the abstract without a photo.Any questions relating to paper/presentation and submission to paper please contact the Chair of the Scientific Committee Dr Augusto Di Gianfrancesco, a.digianfrancesco@libero.it.Any questions relating to the organisation of the conference, registration or administration please contact the Chair of the Organising Committee Dr Peter Barnard, peter.barnard@mpiuk.comAcknowledgmentsThe results presented in this paper were generated within the European Research Project “Ni-based alloys for Operation of 725°C Power Plants, acronym NIBALO725“. This project has received funding from the Research Fund for Coal and Steel under grant agreement No. 709976. The authors thank the project consortium for the fruitful discussion during the project meetings, especially Special Metals for providing the A740H material (tube and pipe) and GE Power GmbH (former GE Boiler Deutschland GmbH) for the fabrication of the pipe and tube weldments.Disclosure statementNo potential conflict of interest was reported by the authors.Additional informationFundingThis work was supported by the Research Fund for Coal and Steel [709976].
摘要本文的目的是对未来柔性电站中应用的改进材料和焊接接头的疲劳和蠕变疲劳材料性能进行实验研究。这些材料有望降低制造成本,并通过减少壁厚提供增强的蠕变强度来增加灵活性。在500°C - 550°C的温度范围内,研究了从传统材料(贝氏体和马氏体材料T24和T92)到管状镍基合金(A617B和HR6W)的不同焊接接头的蠕变和低周疲劳行为。在700°C至750°C的温度范围内,重点研究了由镍基合金(A740H、A617B和A263)制成的管和管的相似和不同焊接接头的蠕变、低周疲劳和蠕变疲劳行为。试验后的金相研究为了解温度、应变幅值和停留时间对组织变化和疲劳强度的影响提供了支持。关键词:蠕变疲劳蠕变疲劳马氏体/贝氏体钢-镍基合金焊接接头作者补充说明您是否希望将您的论文提交给高温材料... ... ... ... ... ...是/否那些被纳入MHT期刊的论文将仅作为参考期刊相关版本全文的摘要出现在会议论文集中。一个摘要书将包括在委托包如下。我们邀请您附上主要作者/演讲者的照片,以帮助在会议上建立网络。如果您不愿意提供照片,我们将很高兴地包括没有照片的摘要。任何关于论文/演示和提交论文的问题请联系科学委员会主席auguto Di Gianfrancesco博士,a.digianfrancesco@libero.it.Any关于会议组织,注册或管理的问题请联系组织委员会主席Peter Barnard博士,peter.barnard@mpiuk.comAcknowledgmentsThe本文中提出的结果是在欧洲研究项目“用于725°C发电厂运行的镍基合金,缩写为NIBALO725”中产生的。本项目已获得煤炭和钢铁研究基金资助,资助协议号为709976。作者感谢项目联合体在项目会议期间进行的富有成果的讨论,特别是特种金属公司提供的A740H材料(管和管)和GE Power GmbH(原GE Boiler Deutschland GmbH)制造的管和管焊接件。披露声明作者未报告潜在的利益冲突。本研究得到了煤炭和钢铁研究基金[709976]的支持。
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引用次数: 0
Assessing the predictive performance of creep models using absolute rather than squared prediction errors: an application to 2.25Cr-1Mo steel and 316H stainless steel 使用绝对而非平方预测误差评估蠕变模型的预测性能:2.25Cr-1Mo钢和316H不锈钢的应用
4区 材料科学 Q2 Materials Science Pub Date : 2023-10-16 DOI: 10.1080/09603409.2023.2268332
Mark Evans
A reliable means of assessing the accuracy of a creep model’s predictions is fundamental to safe power plant operation. This paper introduces a method of decomposing the mean absolute prediction error for such a purpose to overcome the limitations that are inherent in the traditional approach of squaring prediction errors to prevent over and underestimates of life offsetting each other. When this method is applied to 2.25Cr-1Mo steel and 316 H stainless steel, it was found that squared errors leads to overestimates of the average prediction error associated with a particular creep model, and it also dramatically underestimates the proportion of this error that is systematic in nature. These differences were more noticeable for 316 H stainless steel.
一种可靠的方法来评估蠕变模型预测的准确性是电厂安全运行的基础。本文介绍了一种分解平均绝对预测误差的方法,以克服传统预测误差平方方法固有的局限性,以防止寿命的高估和低估相互抵消。当将该方法应用于2.25Cr-1Mo钢和316 H不锈钢时,发现平方误差导致与特定蠕变模型相关的平均预测误差过高,并且严重低估了该误差在系统性质上的比例。这些差异在316h不锈钢中更为明显。
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引用次数: 0
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Materials at High Temperatures
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