Low cycle fatigue and creep-fatigue interaction behavior of 316L(N) stainless steel and life prediction by artificial neural network approach

International Journal of Fatigue

Volumn 25, Issue 12, 2003, Pages 1327-1338

  Srinivasan, V S ^a   Valsan, M ^a   Bhanu Sankara Rao, K ^a   Mannan, S L ^a   Raj, B ^a  

^a INDIRA GANDHI CENTRE FOR ATOMIC RESEARCH   (India)

Author keywords

Creep; Dynamic strain ageing; Life prediction; Multilayer perceptron; Neuron; Oxidation; Recovery

Indexed keywords

AGING OF MATERIALS; COLD WORKING; CREEP; NEURAL NETWORKS; OXIDATION; STAINLESS STEEL; STRAIN; STRAIN RATE;

STRAIN AMPLITUDES;

FATIGUE OF MATERIALS;

EID: 0242406731     PISSN: 01421123     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0142-1123(03)00064-1     Document Type: Article

References (25)

1. Chetal S.C. Creep, fatigue and the design codes. Trans Indian Inst Met. 42:(Suppl):1989;229-234.
2. Brinkman C.R. Elevated temperature mechanical properties of an advanced-type 316 stainless steel. J Pressure Vessel Technol ASME. 123:2001;75-80.
3. Degallaix S., Degallaix G., Foct J. Influence of nitrogen solutes and precipitates on low cycle fatigue of 316L stainless steels. Solomon H.D., Halford G.R., Kaisand L.R., Leis B.N. ASTM STP 942. 1988;798-811 American Society for Testing of Materials, Philadelphia.
4. Levaillant C., Grattier J., Mottot M., Pineau A. Creep and creep-fatigue intergranular damage in austenitic stainless steels: discussion of the creep-dominated regime. Solomon H.D., Halford G.R., Kaisand L.R., Leis B.N. ASTM STP 942. 1988;414-437 American Society for Testing of Materials, Philadelphia.
5. Gerland M., Violan P. Secondary cyclic hardening and dislocation structures in type 316 stainless steel at 600 °C. Mater Sci Eng A. 84:1986;23-33.
6. Alain P., Violan P., Mendez J. Low cycle fatigue behaviour in vacuum of a 316L type austenitic stainless steel between 20 and 600 °C. Part I: fatigue resistance and cyclic behaviour. Mater Sci Eng A. 229:1997;87-94.
7. Driver J.H., Gorlier C., Belrami C., Violan P., Amzallag C. Influence of temperature and environment on the fatigue mechanisms of single-crystal and polycrystal 316L. Solomon H.D., Halford G.R., Kaisand L.R., Leis B.N. ASTM STP 942. 1988;438-455 American Society for Testing of Materials, Philadelphia.
8. Srinivasan VS. Strain controlled low cycle fatigue behaviour of a type 316L(N) stainless steel. PhD thesis, Indian Institute of Science, Bangalore, 2001.
9. Srinivasan V.S., Sandhya R., Bhanu Sankara Rao K., Mannan S.L., Raghavan K.S. Effects of temperature on the low cycle fatigue behaviour of nitrogen alloyed type 316L stainless steel. Int J Fatigue. 13:(6):1991;471-478.
10. Srinivasan V.S., Valsan M., Sandhya R., Bhanu Sankara Rao K., Mannan S.L., Sastry D.H. High temperature time-dependent low cycle fatigue behaviour of a type 316L(N) stainless steel. Int J Fatigue. 21:(1):1999;11-21.
11. Srinivasan V.S., Valsan M., Sandhya R., Bhanu Sankara Rao K., Mannan S.L. Influence of prior cold work on low cycle fatigue behaviour of 316L(N) stainless steel. Raj Baldev, Bhanu Sankara Rao K., Jayakumar T., Dayal R.K. Proceedings of International Conference on Materials Ageing and Life Management. 2000;59-64 Allied Publishers Ltd, Kalpakkam, India.
12. Srinivasan V.S., Nagesha A., Valsan M., Bhanu Sankara Rao K., Mannan S.L., Sastry D.H. Effect of hold-time on low cycle fatigue behaviour of nitrogen bearing 316L stainless steel. Int J Pressure Vessel Piping. 76:1999;863-870.
13. Rodriguez P., Mannan S.L., Bhanu Sankara Rao K. Life prediction methods for creep-fatigue conditions. Rodriguez P., Mannan S.L., Bhanu Sankara Rao K. Trans Indian Inst Met. 42:(Suppl):1989;25-43.
14. Rie K.T., Schmidt R.M., Ilschner B., Nam S.W. A model for predicting low cycle fatigue life under creep-fatigue interaction. Low cycle fatigue. ASTM STP 942. 1988;313-328 American Society for Testing of Materials, Philadelphia.
15. Tarassenko L. A guide to neural computing applications. 1998;Neural Computing Applications Forum, Arnold, UK.
16. Venkatesh V., Rack H.J. A neural network approach to elevated temperature creep-fatigue life prediction. Int J Fatigue. 21:(3):1999;225-234.
17. Kwon Y.I., Lim B.S. A study of creep-fatigue life prediction using an artificial neural network. Metals Mater. 7:(4):2001;311-317.
18. Bhanu Sankara Rao K., Valsan M., Sandhya R., Ray S.K., Mannan S.L. Int J Fatigue. 7:1985;141-147.
19. Bhanu Sankara Rao K. Influence of metallurgical variables on low cycle fatigue behaviour of Type 304 stainless steel. PhD thesis, University of Madras, India, 1989.
20. Bhanu Sankara Rao K., Castelli M.G., Ellis J.R. On the low cycle fatigue deformation of Haynes 188 superalloy in the dynamic strain ageing regime. Scripta Mater. 33:1995;1005-1012.
21. Bhanu Sankara Rao K., Valsan M., Sandhya R., Mannan S.L. Synergistic interactions during high temperature fatigue of type 304 stainless steel-grain size dependence. Trans Indian Inst Met. 44:1991;255-270.
22. Samuel KG. Influence of prior deformation and ageing on the tensile and creep behaviour of type 316 stainless steel. PhD thesis, IIT, Madras, India, February 1995.
23. Valsan M., Sastry D.H., Bhanu Sankara Rao K., Mannan S.L. Effect of strain rate on high-temperature low-cycle fatigue properties of a Nimonic PE-16 superalloy. Metall Trans A. 25:1994;159-171.
24. Bhanu Sankara Rao K., Valsan M., Sandhya R., Mannan S.L., Rodriguez P. An assessment of cold work effects on strain controlled low cycle fatigue behaviour of type 304 stainless steel. Metall Trans A. 24:1993;913-924.
25. Sandhya R., Bhanu Sankara Rao K., Mannan S.L., Devanathan R. Substructural recovery in a cold worked Ti-modified austenitic stainless steel during high temperature low cycle fatigue. Int J Fatigue. 23:2001;789-797.