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Zhu, Z., Chen, M., He, M., Zhang, J., Huang, Y., Chen, S., . . . Wang, Q. (2024). Coupling life prediction of bending very high cycle fatigue of completion strings made of different materials using deep wise separable convolution. Fatigue & Fracture of Engineering Materials & Structures, 47(7), 2381-2395
Open this publication in new window or tab >>Coupling life prediction of bending very high cycle fatigue of completion strings made of different materials using deep wise separable convolution
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2024 (English)In: Fatigue & Fracture of Engineering Materials & Structures, ISSN 8756-758X, E-ISSN 1460-2695, Vol. 47, no 7, p. 2381-2395Article in journal (Refereed) Published
Abstract [en]

This article predicts bending very high cycle fatigue (VHCF) life of three typical nickel-based alloys SM2550, BG2532, and G3 used for completion strings. Fatigue tests were conducted on the three alloys using an ultrasonic fatigue system at a frequency of 20 kHz. The results showed that the fatigue strength ranges of the three alloys were markedly different, reflecting their different sensitivities to fatigue loading. Scanning electron microscope observations revealed numerous fatigue crack origins with internal decohesion in the fatigue source region. To achieve unified prediction of the fatigue life for the three alloys, a prediction model based on deep learning was built with inputs including fatigue initiation quantity, cleavage facet size, and other fatigue fracture characteristics. It was found that single source feature was insufficient to obtain satisfactory prediction accuracy for all alloys, while multifeature coupling integration could significantly improve the prediction precision, enabling reliable prediction of alloy fatigue life. This study provides new insights into bending VHCF life prediction. This article predicts bending VHCF life for three completion strings. Bending VHCF life model utilizing deep wise separable convolution was established. Deep learning can effectively integrate with bending VHCF analyses.

Place, publisher, year, edition, pages
WILEY, 2024
Keywords
bending very high cycle fatigue; completion strings; convolutional neural networks; fatigue life prediction
National Category
Applied Mechanics
Identifiers
urn:nbn:se:liu:diva-202914 (URN)10.1111/ffe.14299 (DOI)001202141400001 ()2-s2.0-85190256569 (Scopus ID)
Note

Funding Agencies|The 111 Center; Technology Development Project Foundation of PetroChina Southwest Oil and Gas Field CDB Operating Company; The 2023 Open Project of Failure Mechanics and Engineering Disaster Prevention, Key Lab of Sichuan Province [52205182]; National Natural Science Foundation of China [2023NSFSC0916]; Natural Science Foundation of Sichuan Province [20220303-16]; [FMEDP202303]

Available from: 2024-04-22 Created: 2024-04-22 Last updated: 2025-03-28Bibliographically approved
Chalapathi, D., Nordström, J., Siriki, R., Lautrup, L., Chai, G. & Kanjarla, A. K. (2024). Deformation twinning and the role of stacking fault energy during cryogenic testing of Ni-based superalloy 625. Materials Science & Engineering: A, 898, Article ID 146404.
Open this publication in new window or tab >>Deformation twinning and the role of stacking fault energy during cryogenic testing of Ni-based superalloy 625
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2024 (English)In: Materials Science & Engineering: A, ISSN 0921-5093, E-ISSN 1873-4936, Vol. 898, article id 146404Article in journal (Refereed) Published
Abstract [en]

Ni-based superalloys play a crucial role in various high-temperature applications, where their exceptional mechanical properties and resistance to corrosion are highly desirable. However, their response to low temperatures, especially concerning strain hardening, microstructural evolution, and deformation mechanisms, requires further scrutiny. In this study, we investigate the influence of temperature on the stacking fault energy (SFE) and its implications on deformation twinning in Alloy 625. Uniaxial tensile tests are performed at 298 K, 173 K and 77 K. The study reveals a notable increase in strain hardening at intermediate strain levels, suggesting the activation of a secondary deformation mechanism. To gain deeper insights, crystal plasticity-based simulations using the DAMASK framework are employed, complementing the experimental outcomes. Deformation twins are consistently observed at all temperatures, albeit with a small volume fraction and thickness. The critical strain for twinning decreased with decreasing temperature. Based on the numerous literature studies, experimental and computational observations, the SFE of the material is estimated to be constant over the studied temperature range.

Keywords
Stacking fault energy, Deformation twinning, Cryogenic testing, Crystal plasticity
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:liu:diva-203479 (URN)10.1016/j.msea.2024.146404 (DOI)001219293800001 ()
Available from: 2024-05-15 Created: 2024-05-15 Last updated: 2024-08-20Bibliographically approved
Chai, G., Lautrup, L. & Gustavsson, F. (2024). Extra-long creep rupture life of Alleima 3R60™ (316/316L) stainless steel. Materials at High Temperature, 41(1), 169-176
Open this publication in new window or tab >>Extra-long creep rupture life of Alleima 3R60™ (316/316L) stainless steel
2024 (English)In: Materials at High Temperature, ISSN 0960-3409, E-ISSN 1878-6413, Vol. 41, no 1, p. 169-176Article in journal (Refereed) Published
Abstract [en]

Alleima 3R60 (TM) is an AISI 316/316 L type of stainless steel. This alloy shows extra-long creep lives. At 700 degrees C with an applied stress of 45 MPa, the specimen broke first after 240 131 hours, a 140% longer creep life than the predicted. The reasons have been studied using SEM/EDS, EBSD, ECCI and TEM. Two unexpected phenomena have been observed. One is the presence of homogeneously dispersed small Mo2Fe4CrSi(Ni-0.5)f063type of precipitates in the matrix. According to the thermodynamic calculation, this phase should not form in this alloy at 700 degrees C. The other is the fine grains formed in the matrix during the creep-testing at 700 degrees C for such an extra-long time. It is believed that both small precipitates and fine grain size contribute to this extra-long creep life of the steel. With the microstructural study and thermodynamic simulation, the mechanisms to form precipitates and fine grains have been discussed.

Place, publisher, year, edition, pages
TAYLOR & FRANCIS LTD, 2024
Keywords
Creep; 316/316L austenitic stainless steel; fine grain size; microstructures; precipitates
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:liu:diva-199546 (URN)10.1080/09603409.2023.2283989 (DOI)001108024000001 ()2-s2.0-85177448831 (Scopus ID)
Available from: 2023-12-11 Created: 2023-12-11 Last updated: 2024-06-11Bibliographically approved
Ohlin, O., Siriki, R. & Chai, G. (2024). Long-term creep behaviours and structural stabilities of austenitic heat-resistant stainless steels. Materials at High Temperature, 41(1), 61-72
Open this publication in new window or tab >>Long-term creep behaviours and structural stabilities of austenitic heat-resistant stainless steels
2024 (English)In: Materials at High Temperature, ISSN 0960-3409, E-ISSN 1878-6413, Vol. 41, no 1, p. 61-72Article in journal (Refereed) Published
Abstract [en]

For heat resistant alloys, long-term structural stability at high temperatures is a critical issue for alloy design and applications. In this paper, the long-term creep behaviours and structural stabilities of six heat resistant high Ni alloys and austenitic stainless steels have been studied. The longest creep rupture life is up to 359 283 hours. High Ni and Cr alloys show a good combination of high creep and oxidation resistances. Precipitation of nano MX particles with a very low growth rate improves long-term creep resistance at high temperatures. Long-term stable multiple nanoprecipitates of MX, Cu-rich, Laves and M23C6 phases can greatly contribute to the creep strength. Low Ni austenitic stainless steels show comparatively low oxidation and creep resistances. It was first found that at 800 & DEG;C, Cr2N could form in the low Ni steel with a long-term crept by the absorption of nitrogen from the air into the matrix.

Place, publisher, year, edition, pages
TAYLOR & FRANCIS LTD, 2024
Keywords
Creep; austenitic stainless steel; Ni based alloy; structural stability; microstructure
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:liu:diva-198492 (URN)10.1080/09603409.2023.2263719 (DOI)001073873500001 ()
Available from: 2023-10-16 Created: 2023-10-16 Last updated: 2024-04-11Bibliographically approved
Chai, G., Siriki, R. & Wang, Q. (2024). On fatigue crack origin with a fine granular area in matrix without defect. Materialia, 33, Article ID 102004.
Open this publication in new window or tab >>On fatigue crack origin with a fine granular area in matrix without defect
2024 (English)In: Materialia, E-ISSN 2589-1529, Vol. 33, article id 102004Article in journal (Refereed) Published
Abstract [en]

Fatigue crack initiation in metallic materials during very high cycle fatigue has been characterized by a subsurface crack origin with defect such as an inclusion. In this paper, fatigue damage behavior in an austenitic stainless steel has been studied using a novel progressive stepwise load increasing test method with each cycle step higher than 108 cycles. Subsurface crack origin with a fine granular area has formed in the matrix without defect. This is a new phenomenon. The mechanism has been investigated using Focused Ion Beam crosssectioning and electron channeling contrast imaging techniques. Strain localization, grain fragmentation and local plasticity exhaustion are the main factors that cause fatigue damage and crack initiation in the matrix. This study provides a fundamental understanding how material damage and crack initiation occur in material matrix during very high cycle fatigue.

Place, publisher, year, edition, pages
ELSEVIER SCI LTD, 2024
Keywords
Very high cycle fatigue; Fatigue crack origin; Dislocation; Austenitic steels; Grain boundary
National Category
Other Materials Engineering
Identifiers
urn:nbn:se:liu:diva-201330 (URN)10.1016/j.mtla.2024.102004 (DOI)001164305900001 ()
Available from: 2024-03-05 Created: 2024-03-05 Last updated: 2025-01-31
Zhu, Z., Chai, G., Zhang, J., Li, X., Huang, Y., Zhang, J., . . . Wang, Q. (2024). Origin of prestrain-induced cyclic-strain hardening: Multi-scale experimental characterizations and simulations of 7075 aluminum alloy. Materials & design, 238, Article ID 112711.
Open this publication in new window or tab >>Origin of prestrain-induced cyclic-strain hardening: Multi-scale experimental characterizations and simulations of 7075 aluminum alloy
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2024 (English)In: Materials & design, ISSN 0264-1275, E-ISSN 1873-4197, Vol. 238, article id 112711Article in journal (Refereed) Published
Abstract [en]

The influence of prefabricated dislocation features induced by rate dependent prestrain on the post-cyclic process in 7075 aluminum alloy exhibits significant variations, which are of great importance in terms of concerns, designs, and discoveries. Considering strain rate dependent prestrain provides diversified hardening stimuli for the subsequent cyclic process. The maximum cyclic stress in the post-cyclic stage was maintained at the same level as the prestress with strain rates ranging from 10-4s-1 to 10-1s-1. Subsequently, by adjusting post-cycling stress amplitude, research was conducted on quasi-plastic amplitude cycle (QPC) and low plasticity amplitude cycle (LPC) loading conditions. Through experimental mechanism analysis, as well as verification through molecular dynamics and crystal plasticity simulations, prestrain induced by rapid strain rates enhanced the hardening during QPC, stemming from the effects of matrix reconstruction strengthening and wavy structured grain boundaries. However, prestrain induced by slow strain rates promoted the hardening during LPC, primarily arising from the non-uniform crystal structures within individual grains, which was achieved through the complex sub-crystal clusters at grain boundaries, along with intracrystal orderly slipping lattice. These findings offer new insights for the optimization of microstructural design through dislocation engineering.

Place, publisher, year, edition, pages
ELSEVIER SCI LTD, 2024
Keywords
7075 aluminum alloy; Cyclic stability; Rate dependent prestrain; Crystal plasticity; Molecular dynamics
National Category
Other Materials Engineering
Identifiers
urn:nbn:se:liu:diva-201850 (URN)10.1016/j.matdes.2024.112711 (DOI)001180858900001 ()
Note

Funding Agencies|The 2023 Open Project of Failure Mechanics and Engineering Disaster Prevention, Key Lab of Sichuan Province [FMEDP202303]; Technology Development Project Foundation of Petro-China Southwest Oil and Gas Field CDB Operating Company; National Natural Science Foundation of China [2023NSFSC0916]; Sichuan Science and Technology Program [20220303-16]; [52205182]

Available from: 2024-03-26 Created: 2024-03-26 Last updated: 2025-02-04
Nordström, J., Dong, Z., Lautrup, L., Siriki, R., Vitos, L., Moverare, J., . . . Chai, G. (2024). Temperature study of deformation twinning behaviour in Nickel-base Superalloy 625. Materials Science & Engineering: A, 907, Article ID 146628.
Open this publication in new window or tab >>Temperature study of deformation twinning behaviour in Nickel-base Superalloy 625
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2024 (English)In: Materials Science & Engineering: A, ISSN 0921-5093, E-ISSN 1873-4936, Vol. 907, article id 146628Article in journal (Refereed) Published
Abstract [en]

Deformation behaviour in the Nickel-base superalloy 625 has been studied by tensile testing at four temperatures: 295, 223, 173 and 77 K. The microstructure has been investigated using TEM, FIB-SEM, EBSD and ECCI techniques. Deformation in the alloy turns out to be a competitive course of events between at least two deformation mechanisms, namely dislocation slip and deformation twinning. Slip is the predominant deformation mechanism at higher temperatures. While at 77 K, deformation induced twinning gives an extra degree of freedom as one of the main deformation mechanisms, i.e., the material shows a twin induced plasticity, TWIP, behaviour. Ab initio calculations indicate that the influence of cryogenic/sub-zero temperatures on the stacking fault energy of this alloy can be limited and that the formation of deformation twins cannot be determined solely by the stacking fault energy. The results implies that it is the critical strain and strain hardening rate that influences the deformation twinning onset and twinning rate.

Keywords
Ni-base alloy, Superalloy, Deformation induced twinning, Density function theory, Stacking fault energy
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:liu:diva-203601 (URN)10.1016/j.msea.2024.146628 (DOI)001249470600001 ()2-s2.0-85189025767 (Scopus ID)
Available from: 2024-05-20 Created: 2024-05-20 Last updated: 2025-05-23Bibliographically approved
Chai, G., Bergström, J. & Burman, C. (2023). Crack Initiation in Bulk Matrix of Austenitic Stainless Steel during Very High Cycle Fatigue. Materials Performance and Characterization, 12(2), Article ID MPC20220094.
Open this publication in new window or tab >>Crack Initiation in Bulk Matrix of Austenitic Stainless Steel during Very High Cycle Fatigue
2023 (English)In: Materials Performance and Characterization, ISSN 2379-1365, E-ISSN 2165-3992, Vol. 12, no 2, article id MPC20220094Article in journal (Refereed) Published
Abstract [en]

In the very high cycle fatigue regime, fatigue crack initiation in high-strength steels is usually correlated to a subsurface inclusion with a fine granular area (FGA). Localized stress-strain concentration at the subsurface inclusion is a critical factor. Fatigue crack initiation with an FGA in the bulk matrix without any defect has rarely been reported. In this paper, a fundamental study on the formation of FGAs in the bulk matrix of an austenitic stainless steel has been carried out using a progressive stepwise load-increasing test with a cycle step of about 108 cycles. FGA formation in the subsurface bulk matrix has been observed. The micro structural damage in the fatigue-tested specimens has been studied using the electron channeling contrast imaging electron microscopy technique. Strain localization and grain fragmentation are the main processes for the formation of FGAs. Local plasticity exhaustion leads to crack initiation due to local stress concentrations. This method can also be used to predict the fatigue damage process, especially the damage rate in individual specimens.

Place, publisher, year, edition, pages
AMER SOC TESTING MATERIALS, 2023
Keywords
very high cycle fatigue; fine granular area; austenitic stainless steel; grain boundary; dislocation
National Category
Other Materials Engineering
Identifiers
urn:nbn:se:liu:diva-196680 (URN)10.1520/MPC20220094 (DOI)001023843700001 ()
Available from: 2023-08-18 Created: 2023-08-18 Last updated: 2024-04-02Bibliographically approved
Chai, G., Siriki, R., Nordström, J., Dong, Z. & Vitos, L. (2023). Roles of Nitrogen on TWIP in Advanced Austenitic Stainless Steels. Steel Research International, 94(10), Article ID 2200359.
Open this publication in new window or tab >>Roles of Nitrogen on TWIP in Advanced Austenitic Stainless Steels
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2023 (English)In: Steel Research International, ISSN 1611-3683, E-ISSN 1869-344X, Vol. 94, no 10, article id 2200359Article in journal (Refereed) Published
Abstract [en]

The influence of nitrogen on the mechanical properties of two high Ni containing advanced austenitic stainless steels with low stacking fault energies is investigated. The results show that increase of nitrogen content greatly increases both strength and elongation of the steel at the same time. At the cryogenic temperature, the steels show a twin induced plasticity behavior. Ab initio calculations indicate that the increase of nitrogen slightly increases the stacking fault energy and consequently the critical shear stress for twin initiation in the steel. However, addition of nitrogen significantly increases the flow stress. This leads to a smaller critical strain for twin initiation and promotes deformation twinning in the high nitrogen steel. This is confirmed by the microstructure investigation. Deformation in steels is a competitive process between slip and twinning. Dislocation slip is dominant at low strain range, but formation of stacking fault and twinning become important in the later stages of deformation. At cryogenic temperature, it is mainly deformation twinning. The influence of nitrogen addition on magnetic property and its effect on deformation twinning are also discussed. The present study increases the understanding for the development of high-performance and low-cost advanced austenitic stainless steels.

Place, publisher, year, edition, pages
Wiley-V C H Verlag GMBH, 2023
Keywords
austenitic stainless steels; elongation; nitrogen; strengthening; twin induced plasticity
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:liu:diva-188442 (URN)10.1002/srin.202200359 (DOI)000846678800001 ()
Available from: 2022-09-14 Created: 2022-09-14 Last updated: 2024-01-10Bibliographically approved
Calmunger, M., Wärner, H., Chai, G. & Segersäll, M. (2023). Thermomechanical Fatigue of Heat Resistant Austenitic Alloys. Paper presented at 10th International Conference on Materials Structure and Micromechanics of Fracture (MSMF), Brno, CZECH REPUBLIC, sep 12-14, 2022. Procedia Structural Integrity, 43, 130-135
Open this publication in new window or tab >>Thermomechanical Fatigue of Heat Resistant Austenitic Alloys
2023 (English)In: Procedia Structural Integrity, ISSN 2452-3216, Vol. 43, p. 130-135Article in journal (Refereed) Published
Abstract [en]

Rising global energy consumption and the increase in emissions of greenhouse gases (e.g. CO2) causing global warming, make need for more sustainable power generation. This could be accomplished by increasing the efficiency of the biomass-fired power plants, which is achieved by increasing the temperature and pressure. In addition, flexible generation of power is critical if only renewable power generation is to be achieved and this will increase the number of start-and stop cycles. Cyclic condition in a long-term high temperature environment is an operation process that such materials must withstand, in order to satisfy the needs for future power generation.

Commonly austenitic stainless steel are used for critical components of power plants. Because of future change in operating conditions, further investigations are needed to verify that the demands on safety for cyclic long-term usage is fulfilled. This work includes investigation of two commercial austenitic steels: Esshete 1250 and Sanicro 25. The materials were exposed to thermomechanical fatigue (TMF) in strain control under In-Phase and Out-of-Phase conditions and main testing temperature ranges of 100-650°C and 100-800°C respectively. Some of the specimens were pre-aged to simulate prolonged service condition. Mechanical test data were obtained and analysed in order to define the TMF performance of the investigated alloys. The differences in performance were discussed in relation to mechanical and microstructural characterization.

Place, publisher, year, edition, pages
Elsevier, 2023
Keywords
Austenitic stainless steel; In-Phase and Out-of-Phase Thermomechanical fatigue; Pre-ageing; Microstructural characterization
National Category
Metallurgy and Metallic Materials
Identifiers
urn:nbn:se:liu:diva-200462 (URN)10.1016/j.prostr.2022.12.247 (DOI)001198152000022 ()2-s2.0-85159831221 (Scopus ID)
Conference
10th International Conference on Materials Structure and Micromechanics of Fracture (MSMF), Brno, CZECH REPUBLIC, sep 12-14, 2022
Note

Funding Agencies|Alleima AB; Swedish Energy Agency through the Research Consortium of Materials Technology for Thermal Energy Processes [39297-1, 39297-2, 39297-3]

Available from: 2024-01-27 Created: 2024-01-27 Last updated: 2024-11-25Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0003-1640-6366

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