Flue gas turbines (FGTs), which are crucial for energy recovery during catalytic cracking, operate under extreme conditions of high temperature, corrosion, erosion, and fatigue. This review summarizes recent advances in key FGT alloy materials, focusing on alloy design, processing, and performance. Nickel-based superalloys such as GH864/GH4738, used for turbine discs and blades, are enhanced by optimizing chemical composition, γ′ precipitates, and grain-boundary carbides to achieve superior microstructural stability and creep resistance. Manufacturing processes leverage large-scale die forging and thermo-mechanical microstructure simulations to produce uniform, large-diameter, nickel-based turbine discs. Cost-effective Fe–Ni–Cr-based alloys (e.g., K213) are used in stator vanes, whereas alloy steel (AISI 4340) shafts are toughened to resist hydrogen embrittlement. Additive manufacturing enables crack-free fabrication and repair of complex blades. Significant progress has been achieved in material systems and component manufacturing. Future efforts require an integrated material–process–property approach and the development of next-generation materials for more demanding service environments to further advance the efficiency and reliability of FGT.
| [1] |
H.Y. Xiong, Y.H. Peng, Y.Y. Hu, L. Zhang, and Y. Li, Vibration fault signal analysis and diagnosis of flue gas turbine, Eng. Fail. Anal., 134(2022), art. No. 105981.
|
| [2] |
Xu WW, Zhu KH, Wang JJ, Lin YJ, Li Q. Modeling and numerical analysis of the effect of blade roughness on particle deposition in a flue gas turbine. Powder Technol., 2019, 347: 59.
|
| [3] |
M. Alnaeli, M. Alnajideen, R. Navaratne, et al., High-temperature materials for complex components in ammonia/hydrogen gas turbines: A critical review, Energies, 16(2023), No. 19, art. No. 6973.
|
| [4] |
Biswas S, Ramachandra S, Hans P, Suresh Kumar SP. Materials for gas turbine engines: Present status, future trends and indigenous efforts. J. Indian Inst. Sci., 2022, 102: 297.
|
| [5] |
Chang KM, Liu XB. Effect of γ′ content on the mechanical behavior of the Waspaloy alloy system. Mater. Sci. Eng. A, 2001, 3081–21
|
| [6] |
H.P. Wang, D. Liu, J.G. Wang, et al., Role of size and amount of γ′ phase on creep properties of Waspaloy, Mater. Charact., 181(2021), art. No. 111498.
|
| [7] |
Yao ZH, Dong JX, Zhang MC. Microstructure control and prediction of GH738 superalloy during hot deformation I. Construction of microstructure evolution model. Acta Metall. Sin., 2011, 47121581
|
| [8] |
Cui TL, Hou WX, Yang CB, et al. Progress in GH4738 alloy development. China Metall., 2025, 35316
|
| [9] |
Zhang LN, Wang P, Dong JX, Zhang MC. Microstructures’ effects on high temperature fatigue failure behavior of typical superalloys. Mater. Sci. Eng. A, 2013, 587: 168.
|
| [10] |
Zhong MJ, Yu H, Wang ZR, et al. Effect of heat treatment on microstructural evolution and tensile properties of GH4738 Ni-based superalloy. Metall. Mater. Trans. A, 2026, 57: 89.
|
| [11] |
S.C.H. Llewelyn, L.R. Owen, H.Y. Playford, et al., Influence of Ni:Co ratio and temperature on the lattice misfit of γ–γ′ Ni–Co–Al–Ti–Cr alloys, J. Alloy. Compd., 937(2023), art. No. 168253.
|
| [12] |
Z.H. Yao, B. Zhou, K.J. Yao, H.Y. Wang, J.X. Dong, and T. Davey, Influence and sensitivity of temperature and microstructure on the fluctuation of creep properties in Ni-base superalloy, Materials, 13(2020), No. 21, art. No. 4758.
|
| [13] |
Y. Shi, Q. Wang, J.C. Hu, et al., Effect of primary/secondary γ′ precipitates on creep behavior and strengthening mechanism of GH4738 alloy, Mater. Sci. Eng. A, 944(2025), art. No. 148980.
|
| [14] |
Hong CM, Yao ZH, Zhang MC, Dong JX, Zhang YF. Thermodynamic calculation of precipitated phases in Waspaloy superalloy. Chin. J. Eng., 2008, 3091018
|
| [15] |
G. Liu, L.B. Kong, X.S. Xiao, and S. Birosca, Microstructure evolution and phase transformation in a nickel-based superalloy with varying Ti/Al ratios: Part 1—Microstructure evolution, Mater. Sci. Eng. A, 831(2022), art. No. 142228.
|
| [16] |
G. Liu, L.B. Kong, X.S. Xiao, and S. Birosca, Microstructure evolution and phase transformation in a nickel-based superalloy with varying Ti/Al ratios: Part 2—Phase transformation, Mater. Sci. Eng. A, 831(2022), art. No. 142229.
|
| [17] |
Li XX, Ou MQ, Yu X, Hao XC, Ma YC. Effect of C content on the microstructure and stress rupture properties of nickel-based superalloy K4750. J. Mater. Eng. Perform., 2023, 32: 7322.
|
| [18] |
Wang L, Yang G, Lei T, Yin SB, Wang L. Mechanical properties and microstructure of Waspaloy superalloy with W additions. Chin. J. Rare Met., 2016, 402117
|
| [19] |
H.X. Yao, J.X. Dong, Z.H. Gong, J.Q. Zhao, and G. Yang, Influence of replacing molybdenum with tungsten on the creep fracture property of Waspaloy nickel-based alloy, Metals, 12(2022), No. 11, art. No. 1842.
|
| [20] |
Kontis P, Yusof HAM, Pedrazzini S, et al. On the effect of boron on grain boundary character in a new polycrystalline superalloy. Acta Mater., 2016, 103: 688.
|
| [21] |
Rong Y, Hou WX, Du JH, Qu JL. Influence of B contents on mechanical properties of GH4738 alloy. Rare Met. Mater. Eng., 2025, 5492336
|
| [22] |
Rong Y, Hou WX, Qu JH, Du JL. Effect of P content on creep rupture property of GH4738 alloy. Rare Met. Mater. Eng., 2025, 5482094
|
| [23] |
F. Theska, W.F. Tse, B. Schulz, et al., Review of microstructure–mechanical property relationships in cast and wrought Ni-based superalloys with boron, carbon, and zirconium microalloying additions, Adv. Eng. Mater., 25(2023), No. 8, art. No. 2201514.
|
| [24] |
S.P. Murugan, C. Trainel, A. Oudriss, et al., Some advances on precipitation hardening in Waspaloy: Critical review on the contribution of shear, Orowan and coherency mechanisms, Mater. Charact., 216(2024), art. No. 114301.
|
| [25] |
M.J. Zhong, H. Yu, Z.R. Wang, et al., Effect of solution temperature on short-term creep behavior and microstructural evolution of GH4738 Ni-based superalloy, Mater. Today Commun., 49(2025), art. No. 114207.
|
| [26] |
Raynor D, Silcock JM. Strengthening mechanisms in γ′ precipitating alloys. Met. Sci. J., 1970, 41121.
|
| [27] |
Pu PP, Chen TJ. Achieving significant strength–ductility synergy in a multicomponent alloy via L12 precipitates and twins dispersed in fine grains. Rare Met., 2025, 44: 2748.
|
| [28] |
Hou KL, Wang M, Ou MQ, et al. Effects of microstructure evolution on the deformation mechanisms and tensile properties of a new Ni-base superalloy during aging at 800°C. J. Mater. Sci. Technol., 2021, 68: 40.
|
| [29] |
L.X. Zhong, Y.Z. Liu, X.L. Wang, et al., Improving the mechanical properties of a novel nickel-based superalloy via the cubic secondary γ′ and the regulation of tertiary γ′, J. Alloy. Compd., 1017(2025), art. No. 179120.
|
| [30] |
Zhong LX, Fan XY, Wang XL, et al. Precisely regulating the size and morphology of γ′ strengthened a novel nickelbased superalloy via varied cooling rates. J. Mater. Res. Technol., 2025, 36: 2403.
|
| [31] |
Long HB, Mao SC, Liu YN, Zhang Z, Han XD. Microstructural and compositional design of Ni-based single crystallinesuperalloys—A review. J. Alloy. Compd., 2018, 743: 203.
|
| [32] |
Nathal MV, Mackay RA, Garlick RG. Temperature dependence of γ–γ′ lattice mismatch in nickel-base superalloys. Mater. Sci. Eng., 1985, 751–2195.
|
| [33] |
Denton AR, Ashcroft NW. Vegard’s law. Phys. Rev. A, 1991, 4363161.
|
| [34] |
Jacob KT, Raj S, Rannesh L. Vegard’s law: A fundamental relation or an approximation?. Int. J. Mater. Res., 2007, 989776.
|
| [35] |
K. Ma, S.B. Cheng, X.F. Ma, et al., Lattice misfit design and characterisation in BCC superalloys, Scr. Mater., 267(2025), art. No. 116802.
|
| [36] |
P.V.S. Chaithanya, P.S.M. Jena, S.K. Pradhan, R. Singh, and J.K. Sahu, Influence of γ′-Ni3(Al,Ti) precipitate morphology and lattice misfit on the oxidation behavior of Ni-based superalloy IN740H, Corros. Sci., 257(2025), art. No. 113268.
|
| [37] |
J.C. Zhang, F. Lu, W.J. Lu, Q.Z. Na, R. Li, and G.J. Zhang, Effect of Mo on the coherent interface features of γ′-phase strengthened Co-based superalloys, Scr. Mater., 252(2024), art. No. 116238.
|
| [38] |
Meher S, Carroll MC, Pollock TM, Carroll LJ. Designing nickel base alloys for microstructural stability through low γ–γ′ interfacial energy and lattice misfit. Mater. Des., 2018, 140: 249.
|
| [39] |
A.B. Parsa, D. Bürger, T.M. Pollock, and G. Eggeler, Misfit and the mechanism of high temperature and low stress creep of Ni-base single crystal superalloys, Acta Mater., 264(2024), art. No. 119576.
|
| [40] |
Zhang JX, Wang JC, Harada H, Koizumi Y. The effect of lattice misfit on the dislocation motion in superalloys during high-temperature low-stress creep. Acta Mater., 2005, 53174623.
|
| [41] |
Ma Z, Pei YL, Luo L, Qin L, Li SS, Gong SK. Partitioning behavior and lattice misfit of γ/γ′ phases in Ni-based superalloys with different Mo additions. Rare Met., 2021, 40: 920.
|
| [42] |
X.P. Tao, X.G. Wang, J.G. Li, X.F. Sun, and Y.Z. Zhou, Abnormal densification of dislocation networks during creep deformation in a single crystal superalloy with a small γ/γ′ lattice misfit, Scr. Mater., 255(2025), art. No. 116399.
|
| [43] |
Kelekanjeri VSKG, Gerhardt RA. Etch pit and γ′ precipitate evolution in controlled Waspaloy microstructures aged at 725, 800 and 875°C. Acta Mater., 2009, 572616.
|
| [44] |
Ma YC, Li Y, Ou MQ, Hou KL, Hao XC, Wang M. A review on microstructural stability regulation in nickel-based superalloys: Synergistic effects of alloying elements and phase stability optimization. J. Mater. Sci., 2025, 60: 9024.
|
| [45] |
X.Q. Song, Y.X. Wang, X.X. Zhao, et al., Analysis of carbide transformation in MC-M23C6 and its effect on mechanical properties of Ni-based superalloy, J. Alloy. Compd., 911(2022), art. No. 164959.
|
| [46] |
L. Xing, S.Z. Hao, H. Huang, et al., Ni-base superalloys enhanced by in-situ MC carbides precipitant on TiC nanoparticles, Mater. Today Commun., 38(2024), art. No. 108262.
|
| [47] |
Sun W, Qin XZ, Guo JT, Lou LH, Zhou LZ. Thermal stability of primary MC carbide and its influence on the performance of cast Ni-base superalloys. Mater. Des., 2015, 69: 81.
|
| [48] |
Y.P. Yang, Y.T. Gao, C. Liu, J.S. Dong, and L.H. Lou, Synergistic evolution of MC/M23C6 carbides in a polycrystalline Ni-based superalloy during long-term aging: Elemental diffusion and interaction mechanisms, Mater. Charact., 229(2025), art. No. 115462.
|
| [49] |
X.Q. Song, Y.X. Wang, J.J. Gong, Y. Li, and Z. Chen, Experimental and DFT studies on the initial precipitation behavior of M6C in Ni-based superalloy on atomic scale, Mater. Charact., 196(2023), art. No. 112640.
|
| [50] |
Wang HP, Liu D, Shi YZ, et al. Matrix-diffusion-controlled coarsening of the γ′ phase in Waspaloy. Met. Mater. Int., 2019, 25: 1410.
|
| [51] |
Kelekanjeri VSKG, Gerhardt RA. Characterization of microstructural fluctuations in Waspaloy exposed to 760°C for times up to 2500 h. Electrochim. Acta, 2006, 518–91873.
|
| [52] |
H.L. Ge, G.S. Liu, S.J. Zheng, Y.Q. Yang, K. Liu, and X.L. Ma, Dislocation climbing dominated decomposition and fracture of carbides in a Ni-based superalloy, Acta Mater., 246(2023), art. No. 118669.
|
| [53] |
L.L. Zhang, Q. Yang, J.Y. Chen, M.J. Zhang, and C.B. Xiao, Phase evolution in Ni-based superalloy K439B during thermal process, Mater. Charact., 216(2024), art. No. 114243.
|
| [54] |
Ou MQ, Ma YC, Hou KL, Wang M, Ma GC, Liu K. Effect of grain boundary precipitates on the stress rupture properties of K4750 alloy after long-term aging at 750°C for 8000 h. J. Mater. Sci. Technol., 2021, 92: 11.
|
| [55] |
Liu HL, Zhao X, Dong J, Zheng L. Inhomogeneous planar distribution of γ′ precipitates in Waspaloy caused by local spatial consumption of MC carbides. J. Mater. Eng. Perform., 2022, 31: 1397.
|
| [56] |
Xu YL, Zhang L, Li J, et al. Relationship between Ti/Al ratio and stress-rupture properties in nickel-based superalloy. Mater. Sci. Eng. A, 2012, 544: 48.
|
| [57] |
Liu G, Xiao XS, Véron M, Birosca S. The nucleation and growth of η phase in nickel-based superalloy during longterm thermal exposure. Acta Mater., 2020, 185: 493.
|
| [58] |
Bao HS, Gong ZH, Chen ZZ, Yang G. Evolution of precipitates in Ni–Co–Cr–W–Mo superalloys with different tungsten contents. Rare Met., 2020, 396716.
|
| [59] |
Yao ZH, Li LH, Zhang MC, Dong JX, Xie XS, et al. Ott E, Banik A, Andersson J, et al. Research on large-scale turbine disk of wrought GH4738 superalloy using microstructure evolution precision control models combined with integrated simulation methods. Proceedings of the 8th International Symposium on Superalloy 718 and Derivatives, 2014129.
|
| [60] |
H.N. Zhang, C. Wang, X. Li, et al., Forging technology and process control of 1500 mm large turbine disk of GH4738 alloy, Heavy Cast. Forging, 2025, No. 4, p. 1.
|
| [61] |
Han YZ, Zhu HC, Qu JL, et al. Flow stress and dynamic recrystallization behavior and modeling of GH4738 superalloy during hot compression. J. Mater. Res. Technol., 2023, 26: 4957.
|
| [62] |
Guo M, Zhao J, Zhang MC, Ullah A, Wang H. Hot deformation behavior and microstructure evolution in premium GH4738 alloy. J. Iron Steel Res. Int., 2025, 32: 2947.
|
| [63] |
Guo M, Ni ZY, Fang EH, et al. Microstructural evolution of premium GH4738 alloy during double-pass hot compression: A comparison with single-pass deformation. J. Mater. Res. Technol., 2025, 38: 367.
|
| [64] |
Zhou CL, Yuan RH, Liao WJ, et al. Creep rupture life predictions for Ni-based single crystal superalloys with automated machine learning. Rare Met., 2024, 43: 2884.
|
| [65] |
Wang P, Dong J. Effect of the solution treatment on the crack propagation rates of GH864 alloy. Rare Met. Mater. Eng., 2014, 43102502
|
| [66] |
Davidson DL, Tryon RG, Oja M, Matthews R, Ravi Chandran KS. Fatigue crack initiation in Waspaloy at 20°C. Metall. Mater. Trans. A, 2007, 38: 2214.
|
| [67] |
R. Jiang, Y.D. Song, and P.A. Reed, Fatigue crack growth mechanisms in powder metallurgy Ni-based superalloys—A review, Int. J. Fatigue, 141(2020), art. No. 105887.
|
| [68] |
Wang L, Wang S, Song X, Liu Y, Xu GH. Effects of precipitated phases on the crack propagation behaviour of a Ni-based superalloy. Int. J. Fatigue, 2014, 62: 210.
|
| [69] |
D. Kim, R. Jiang, A. Evangelou, I. Sinclair, and P.A.S. Reed, Effects of γ′ size and carbide distribution on fatigue crack growth mechanisms at 650°C in an advanced Ni-based superalloy, Int. J. Fatigue, 145(2021), art. No. 106086.
|
| [70] |
SAE International, Aerospace Material Specification AMS5704LSpecification of Nickel Alloy, Corrosion and Heat Resistant, Forgings 57Ni–19.5Cr–13.5Co–4.6Mo–3.0Ti–1.4Al–0.05Zr–0.006B Consumable Electrode or Vacuum Induction Melted 1825 to 1900°F (996 to 1038°C) Solution, Stabilization, and Precipitation Heat Treated, 2020
|
| [71] |
Xu H, Yang SF, Wang EH, et al. Competitive oxidation behavior of Ni-based superalloy GH4738 at extreme temperature. Int. J. Miner. Metall. Mater., 2024, 311138.
|
| [72] |
Huang HL, Xin D, Hu JC, et al. Investigation on oxidation and nitriding behavior and mechanisms of GH4738 alloy during high-temperature thermal exposure in air atmospheres. J. Mater. Res. Technol., 2025, 37: 4867.
|
| [73] |
Saber D, Emam IS, Abdel-Karim R. High temperature cyclic oxidation of Ni based superalloys at different temperatures in air. J. Alloy. Compd., 2017, 719: 133.
|
| [74] |
Hu JC, Huang HL, Wu CC, et al. Oxidation behavior of Ni-based superalloy GH4738 under tensile stress. Rare Met., 2024, 43: 3913.
|
| [75] |
Xin D, Huang HL, Yang YH, et al. Cyclic hot corrosion behavior and mechanism of GH4738 superalloy in mixed molten salt. J. Mater. Res. Technol., 2024, 32: 3456.
|
| [76] |
Mishra SB, Chandra K, Prakash S. Erosion-corrosion behaviour of nickel and iron based superalloys in boiler environment. Oxid. Met., 2015, 83: 101.
|
| [77] |
Zhang XR, Zou M, Lu S, Li LF, Zhuang XL, Feng Q. A novel high-Cr CoNi-based superalloy with superior high-temperature microstructural stability, oxidation resistance and mechanical properties. Int. J. Miner. Metall. Mater., 2024, 3161373.
|
| [78] |
Yu X, Chen YC, Lu Y, et al. Development and characterization of a high-Cr-content Co–Ni–Al–V–Ta–Cr superalloy: Microstructure, mechanical properties and oxidation resistance. Int. J. Miner. Metall. Mater., 2026, 333908.
|
| [79] |
Liu Y, Liu YF, Zhang S, et al. Structure characterization of the oxide film on FGH96 superalloy powders with various oxidation degrees. Int. J. Miner. Metall. Mater., 2024, 3192037.
|
| [80] |
Q. Liu, Z. Li, S.M. Du, Z.T. He, J.S. Han, and Y.Z. Zhang, Cavitation erosion behavior of GH 4738 nickel-based superalloy, Tribol. Int., 156(2021), art. No. 106833.
|
| [81] |
R.K. Rai, The role of cyclic oxidation on low cycle fatigue crack initiation and growth behaviour of a Ni-based superalloy, Mater. Chem. Phys., 332(2025), art. No. 130311.
|
| [82] |
Sidhu TS, Prakash S, Agrawal RD, Bhagat R. Erosioncorrosion behaviour of Ni-based superalloy Superni-75 in the real service environment of the boiler. Sadhana, 2009, 34: 299.
|
| [83] |
Mahobia GS, Paulose N, Mannan SL, et al. Effect of hot corrosion on low cycle fatigue behavior of superalloy IN718. Int. J. Fatigue, 2014, 59: 272.
|
| [84] |
Zhang L, Li D, Chen XW, et al. Microstructure and mechanical properties of MIM213 superalloy. Mater. Chem. Phys., 2015, 168: 18.
|
| [85] |
Zhang L, Li D, Chen XW, et al. Preparation of MIM213 turbine wheel with hollow internal structure. Mater. Des., 2015, 86: 474.
|
| [86] |
Thompson AW, Brooks JA. The mechanism of precipitation strengthening in an iron-base superalloy. Acta Metall., 1982, 30122197.
|
| [87] |
C.H. Guo, P. Zhang, Y.L. Zhou, et al., Microstructural evolution and yield strength of a novel precipitate-strengthened Fe-based superalloy during thermal aging at 700°C, Intermetallics, 163(2023), art. No. 108077.
|
| [88] |
V.K. Verma, M. Koyama, S. Hamada, and E. Akiyama, Multiple damage mechanisms facilitated by planar dislocation glide in a commercial-grade precipitation-strengthened Fe–Ni–Cr-based steel, Mater. Sci. Eng. A, 782(2020), art. No. 139250.
|
| [89] |
Zhang BB, Yan FK, Zhao MJ, Tao NR, Lu K. Combined strengthening from nanotwins and nanoprecipitates in an iron-based superalloy. Acta Mater., 2018, 151: 310.
|
| [90] |
X. Li, W. Wang, Y.B. Dai, et al., A novel combined gradient structure to achieve superior strength-ductility synergy in precipitation-strengthened A286 alloy, J. Alloy. Compd., 1030(2025), art. No. 180894.
|
| [91] |
Zhang J, Li X, Zhao M, Rong L. Effects of grain-boundary phases on hydrogen embrittlement of Fe–Ni–Cr austenitic alloys. Acta Metall. Sin., 2008, 4491095
|
| [92] |
Takakuwa O, Ogawa Y, Yamabe J, Matsunaga H. Hydrogen-induced ductility loss of precipitation-strengthened Fe–Ni–Cr-based superalloy. Mater. Sci. Eng. A, 2019, 739: 335.
|
| [93] |
Liu Y, Yu QH, Mi J. The effect of hydrogen on changing crack initiation site and slip behavior in Ni-based alloy 725. Rare Met., 2025, 44: 2865.
|
| [94] |
Zhao MJ, Guo ZF, Liang H, Rong LJ. Effect of boron on the microstructure, mechanical properties and hydrogen performance in a modified A286. Mater. Sci. Eng. A, 2010, 52721–225844.
|
| [95] |
Chen SH, Zhao MJ, Rong LJ. Role of γ′ characteristic on the hydrogen embrittlement susceptibility of Fe–Ni–Cr alloys. Corros. Sci., 2015, 101: 75.
|
| [96] |
Chen SH, Zhao MJ, Rong LJ. Effect of grain size on the hydrogen embrittlement sensitivity of a precipitation strengthened Fe–Ni based alloy. Mater. Sci. Eng. A, 2014, 594: 98.
|
| [97] |
F. Zhang, B.R. Lu, X.J. Liu, et al., Hydrogen embrittlement resistance of precipitation-hardened FeCoNiCr high entropy alloys, Intermetallics, 153(2023), art. No. 107800.
|
| [98] |
Chen SH, Zhao MJ, Rong LJ. Effect of Ti content on the microstructure and mechanical properties of electron beam welds in Fe–Ni based alloys. Mater. Sci. Eng. A, 2013, 571: 33.
|
| [99] |
J. Wang, Z. Wang, Q.X. Sui, et al., A comparison of the microstructure, mechanical properties, and corrosion resistance of the K213 superalloy after conventional casting and selective laser melting, Materials, 16(2023), No. 4, art. No. 1331.
|
| [100] |
Kotan H, Darling KA, Luckenbaugh T. High temperature mechanical properties and microstructures of thermally stabilized Fe-based alloys synthesized by mechanical alloying followed by hot extrusion. Met. Mater. Int., 2021, 27: 1790.
|
| [101] |
Ritchie RO, Francis B, Server WL. Evaluation of toughness in AISI 4340 alloy steel austenitized at low and high temperatures. Metall. Trans. A, 1976, 7: 831.
|
| [102] |
Clarke AJ, Klemm-Toole J, Clarke KD, et al. Perspectives on quenching and tempering 4340 steel. Metall. Mater. Trans. A, 2020, 51: 4984.
|
| [103] |
de Souza MF, Serrão LF, Pardal JM, Tavares SSM, Fonseca MC. Tempering influence on residual stresses and mechanical properties of AISI 4340 steel. Int. J. Adv. Manuf. Technol., 2022, 120: 1123.
|
| [104] |
Yun H. Heat treatment for 40CrNi2MoA steel main shaft in flue gas expander. Turbine Technol., 2003, 454248
|
| [105] |
Gerberich WW, Livne T, Chen XF, Kaczorowski M. Crack growth from internal hydrogen—Temperature and microstructural effects in 4340 steel. Metall. Trans. A, 1988, 19: 1319.
|
| [106] |
Zhang YC, Ke WP, Liao W, et al. Influence of nanocarbides on stress corrosion cracking of high-strength steels: Hydrogen embrittlement-dominated mechanism. J. Mater. Sci., 2025, 60: 21683.
|
| [107] |
S.C. Marques, D.L. Molter, L.D.S. Almeida, and D.S.D. Santos, The influence of the experimental methodology on evaluating the hydrogen embrittlement susceptibility of AISI 4340 steel manufactured by different routes, Eng. Fail. Anal., 162(2024), art. No. 108361.
|
| [108] |
Yan JS, Zhang CL, Guo J, et al. Investigating the influence mechanisms of cryogenic treatment on mechanical properties and wear resistance of AISI 4340 steel. J. Mater. Res. Technol., 2025, 38: 3264.
|
| [109] |
V.K. Judge, J.G. Speer, K.D. Clarke, K.O. Findley, and A.J. Clarke, Rapid thermal processing to enhance steel toughness, Sci. Rep., 8(2018), art. No. 445.
|
| [110] |
L. Cho, E. Pittman, L. Lamberson, et al., Rapid tempering to enhance dynamic performance of high and ultra-high strength steels, Scr. Mater., 274(2026), art. No. 117116.
|
| [111] |
Speer JG, Assunção FCR, Matlock DK, Edmonds DV. The “quenching and partitioning” process: Background and recent progress. Mat. Res., 2005, 84417.
|
| [112] |
Tikhe O, Doiphode P, Nichul U, Singh R, Hiwarkar V. Development of optimized mechanical properties of AISI 4340 steel: Role of quenching and partitioning process. Met. Mater. Int., 2023, 29: 2216.
|
| [113] |
X. Cheng, G.H. Gao, R. Liu, X.L. Gui, B.Z. Bai, and C. Feng, Development of air-cooled carbide-free bainite/martensite multiphase steel: Transformation kinetics, microstructure, and mechanical properties, Steel Res. Int., 95(2024), No. 3, art. No. 2300619.
|
| [114] |
Fan YS, Gao GH, Cheng X, Liu M, Zhang FM, Gui XL. Influence of tempering temperature on microstructure, strength and toughness of air-cooled carbide-free bainite/martensite multiphase steel. Metall. Mater. Trans. A, 2025, 56: 600.
|
| [115] |
G. Gudivada and A.K. Pandey, Recent developments in nickelbased superalloys for gas turbine applications: Review, J. Alloy. Compd., 963(2023), art. No. 171128.
|
| [116] |
Wu Y, Chen BQ, Liu W, et al. Progress in research and applications of additively manufactured nickel-based superalloy in aero-engines and gas turbines. J. Aeronaut. Mater., 2024, 44131
|
| [117] |
Gong L, Li YB, Wang XP, Li S, Yang ZG, Chen H. Progress in additive manufacturing of nickel-based superalloys: Materials, processing, microstructures, properties and alloy design. Rare Met., 2025, 44: 7041.
|
| [118] |
M. Shahwaz, P. Nath, and I. Sen, Recent advances in additive manufacturing technologies for Ni-based Inconel superal-loys—A comprehensive review, J. Alloy. Compd., 1010(2025), art. No. 177654.
|
| [119] |
Zong HJ, Kang N, Qin ZH, El Mansori M. A review on the multi-scaled structures and mechanical/thermal properties of tool steels fabricated by laser powder bed fusion additive manufacturing. Int. J. Miner. Metall. Mater., 2024, 3151048.
|
| [120] |
Ramakrishnan A, Dinda GP. Direct laser metal deposition of Inconel 738. Mater. Sci. Eng. A, 2019, 740–741: 1.
|
| [121] |
Yang LW, Ren N, Xia MX, Li J, Li JG. Multiphysics modeling of dendritic thermomechanical deformation during the directional solidification of nickel-based single-crystal superalloys. Int. J. Miner. Metall. Mater., 2025, 32102510.
|
| [122] |
Aydinöz ME, Brenne F, Schaper M, et al. On the microstructural and mechanical properties of post-treated additively manufactured Inconel 718 superalloy under quasi-static and cyclic loading. Mater. Sci. Eng. A, 2016, 669: 246.
|
| [123] |
Chlebus E, Gruber K, Kuźnicka B, Kurzac J, Kurzynowski T. Effect of heat treatment on the microstructure and mechanical properties of Inconel 718 processed by selective laser melting. Mater. Sci. Eng. A, 2015, 639: 647.
|
| [124] |
Zhang DY, Niu W, Cao XY, Liu Z. Effect of standard heat treatment on the microstructure and mechanical properties of selective laser melting manufactured Inconel 718 superalloy. Mater. Sci. Eng. A, 2015, 644: 32.
|
| [125] |
Sadeghi E, Karimi P, Momeni S, Seifi M, Eklund A, Andersson J. Influence of thermal post treatments on microstructure and oxidation behavior of EB-PBF manufactured Alloy 718. Mater. Charact., 2019, 150: 236.
|
| [126] |
Xu JJ, Ding HL, Lin X, Liu F. Effect of hot isostatic pressure on the microstructure and tensile properties of γ′-strengthened superalloy fabricated through induction-assisted directed energy deposition. Int. J. Miner. Metall. Mater., 2024, 3151089.
|
| [127] |
C. Guo, S. Li, S. Shi, et al., Effect of processing parameters on surface roughness, porosity and cracking of as-built IN738LC parts fabricated by laser powder bed fusion, J. Mater. Process. Technol., 285(2020), art. No. 116788.
|
| [128] |
Y. Li, X.Y. Liang, G.C. Peng, and F. Lin, Effect of heat treatments on the microstructure and mechanical properties of IN738LC prepared by electron beam powder bed fusion, J. Alloy. Compd., 918(2022), art. No. 165807.
|
| [129] |
Yi ZL, Shan JG, Zhao Y, Zhang ZL, Wu AP. Recent research progress in the mechanism and suppression of fusion welding-induced liquation cracking of nickel based superalloys. Int. J. Miner. Metall. Mater., 2024, 3151072.
|
| [130] |
K. Lindgren, F. Schulz, H. Gruber, A. Markström, and E. Hryha, On the role of Zr and B addition on solidification cracking of IN738LC produced by laser powder bed fusion, Materialia, 26(2022), art. No. 101609.
|
| [131] |
C. Guo, G. Li, F. Zhou, et al., Understanding the significant effect of boron content on the printability of IN738LC superalloy fabricated using laser powder bed fusion, Opt. Laser Technol., 159(2023), art. No. 108954.
|
| [132] |
T. Yang, W.X. Wu, L. Zhao, P.H. Chen, H. Liu, and C.J. Qiu, Enhancement of mechanical properties of LDEDed IN738LC alloy by solid-solution strengthening coupled with precipitation-strengthening, J. Alloy. Compd., 982(2024), art. No. 173679.
|
| [133] |
Song HY, Lam MC, Chen Y, et al. Towards creep property improvement of selective laser melted Ni-based superalloy IN738LC. J. Mater. Sci. Technol., 2022, 112: 301.
|
| [134] |
Sazerat M, Cervellon A, Gillet S, et al. Creep and tensile properties of Waspaloy produced by wire arc additive manufacturing. Metall. Mater. Trans. A, 2025, 57: 2192.
|
| [135] |
Jedynak A, Sviridov A, Bambach M, Beckers D, Graf G. On the potential of using selective laser melting for the fast development of forging alloys at the example of Waspaloy. Procedia Manuf., 2020, 47: 1149.
|
| [136] |
Mumtaz KA, Erasenthiran P, Hopkinson N. High density selective laser melting of Waspaloy. J. Mater. Process. Technol., 2008, 1951–377.
|
| [137] |
Taillon G, Miyagawa K. Cavitation erosion of Ni-based superalloys manufactured by forging and additive manufacturing. J. Fail. Anal. Prev., 2021, 21: 1902.
|
| [138] |
Mehta S, Jha S, Liang H. Corrosion of nickel-based alloys fabricated through additive manufacturing: A review. Prog. Addit. Manuf., 2022, 7: 1257.
|
| [139] |
N. Zakerin, K. Morshed-Behbahani, D.P. Bishop, and A. Nasiri, Review of tribological and wear behavior of alloys fabricated via directed energy deposition additive manufacturing, J. Manuf. Mater. Process., 9(2025), No. 6, art. No. 194.
|
| [140] |
Y. Li, X.Y. Liang, Y.F. Yu, D.F. Wang, and F. Lin, Review on additive manufacturing of single-crystal nickel-based superalloys, Chin. J. Mech. Eng. Addit. Manuf. Front., 1(2022), No. 1, art. No. 100019.
|
| [141] |
Wang L, Jiao YC, Liu RF, et al. A review of mechanical properties and improvement methods of medium entropy alloys at high temperature. JOM, 2024, 761353.
|
| [142] |
E. Medvedovski, G.L. Mendoza, E. Rzad, M. Solecka, and T.P. Dudziak, Influence of multi-layered thermal diffusion coatings on high-temperature sulfidation resistance of steels, Surf. Coat. Technol., 403(2020), art. No. 126430.
|
| [143] |
S.S. Kumar, C.D. Prasad, and H. Hanumanthappa, Role of thermal spray coatings on erosion, corrosion, and oxidation in various applications: A review, J. Bio- Tribo-Corros., 10(2024), art. No. 22.
|
| [144] |
Y.F. Ren, T. Hu, S.Z. Xu, C.Y. Chen, W.D. Xuan, and Z.M. Ren, Rapid estimation of γ′ solvus temperature for composition design of Ni-based superalloy via physics-informed generative artificial intelligence, J. Alloy. Metall. Syst., 6(2024), art. No. 100073.
|
| [145] |
Li ZZ, Ma QS, Wang DX, et al. Review on rapid alloying design and mechanical properties prediction of Ni-based superalloys based on machine learning. Acta Metall. Sin. Engl. Lett., 2025, 38: 1853.
|
| [146] |
Wang Z, Xie BB, Fang QH, et al. Coupling high-throughput experiment and machine learning to optimize elemental composition in nickel-based superalloys. MRS Commun., 2021, 11: 411.
|
| [147] |
Ma QS, Li XT, Xin RF, et al. Thermodynamic calculation and machine learning aided composition design of new nickel-based superalloys. J. Mater. Res. Technol., 2023, 26: 4168.
|
| [148] |
C.H. Li, K. Xu, M. Lou, L.J. Wang, and K.K. Chang, Machine learning-enabled prediction of high-temperature oxidation resistance for Ni-based alloys, Corros. Sci., 234(2024), art. No. 112152.
|
| [149] |
Shah M, Patel DR, Pande S. Additive manufacturing integrated casting—A review. Mater. Today Proc., 2022, 62: 7199.
|
| [150] |
Hasan A, Akhtar SS. Hybrid manufacturing: A critical review on the integration of metal additive manufacturing and forming. Arabian J. Sci. Eng., 2025, 51: 717.
|
| [151] |
C.J. Chen, M. Zhang, H.D. Liu, and Q.F. Yang, Gas turbine blade failures repaired using laser metal additive remanufacturing, Materials, 18(2025), No. 24, art. No. 5590.
|
| [152] |
X. Deng, S.P. Zhu, S.L. Zhang, et al., Physics-informed machine learning framework for creep-fatigue life prediction of a Ni-based superalloy using ensemble learning, Mater. Today Commun., 41(2024), art. No. 110260.
|
| [153] |
M.B. Jan and M.Y. Chai, Machine learning approaches for creep rupture life prediction of metallic materials: A comprehensive review, Int. J. Press. Vessels Pip., 219(2026), art. No. 105690.
|
Rights & permissions
University of Science and Technology Beijing