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Volumn 24, Issue 1, 2009, Pages 68-77

Exploring the possibilities of development of directly quenched TRIP-aided steel by the artificial neural networks (ANN) technique

Author keywords

Artificial neural networks (ANN); Direct quenching; Intercritical annealing (ICA); Microstructure; TRIP aided steels

Indexed keywords

ANNEALING; AUSTENITE; BACKPROPAGATION; BAINITIC TRANSFORMATIONS; CHEMICAL ANALYSIS; COPPER; DUCTILITY; HEMODYNAMICS; INDEPENDENT COMPONENT ANALYSIS; ISOTHERMAL ANNEALING; MATERIALS PROPERTIES; MECHANICAL PROPERTIES; METAL ANALYSIS; MICROSTRUCTURE; PEARLITIC TRANSFORMATIONS; QUENCHING; STEEL; STEEL RESEARCH; VEGETATION; WEAR RESISTANCE;

EID: 57649224741     PISSN: 10426914     EISSN: 15322475     Source Type: Journal    
DOI: 10.1080/10426910802543723     Document Type: Conference Paper
Times cited : (6)

References (23)
  • 2
    • 0023425055 scopus 로고
    • Trip and its kinetic aspects in austempered 0.4C-1.5Si-0.8Mn steel
    • Matsumura, O.; Sakuma, Y.; Takechi, H. Trip and its kinetic aspects in austempered 0.4C-1.5Si-0.8Mn steel. Scripta Metallurgica 1987, 21, 1301-1306.
    • (1987) Scripta Metallurgica , vol.21 , pp. 1301-1306
    • Matsumura, O.1    Sakuma, Y.2    Takechi, H.3
  • 3
  • 4
    • 0004205444 scopus 로고    scopus 로고
    • 2nd Ed, IOM Communications Ltd, London, U.K
    • Bhadeshia, H.K.D.H. Bainite in Steels, 2nd Ed.; IOM Communications Ltd.: London, U.K., 2001.
    • (2001) Bainite in Steels
    • Bhadeshia, H.K.D.H.1
  • 6
    • 0035385150 scopus 로고    scopus 로고
    • On the sources of work hardening in multiphase steels assisted by transformation- induced plasticity
    • Jacques, P.; Furnémont, Q.; Mertens, A.; Delannay, F. On the sources of work hardening in multiphase steels assisted by transformation- induced plasticity. Philos. Mag. A 2001, 81, 1789-1812.
    • (2001) Philos. Mag. A , vol.81 , pp. 1789-1812
    • Jacques, P.1    Furnémont, Q.2    Mertens, A.3    Delannay, F.4
  • 7
    • 31544465251 scopus 로고    scopus 로고
    • Influence of alloying elements on the kinetics of strain induced martensitic nucleation in low alloy, multiphase high strength steels
    • Samek, L.; De Moor, E.; Penning, J.; De Cooman, B.C. Influence of alloying elements on the kinetics of strain induced martensitic nucleation in low alloy, multiphase high strength steels. Metall. Trans. A 2006; 37A, 109-124.
    • (2006) Metall. Trans. A , vol.37 A , pp. 109-124
    • Samek, L.1    De Moor, E.2    Penning, J.3    De Cooman, B.C.4
  • 8
    • 0035274271 scopus 로고    scopus 로고
    • Effect of heat treatment and alloying elements on the microstructures and mechanical properties of 0.15wt% pet C transformation-induced plasticity-aided cold-rolled steel sheets
    • Kim, S.J.; Lee, C.G.; Choi, I.; Lee, S. Effect of heat treatment and alloying elements on the microstructures and mechanical properties of 0.15wt% pet C transformation-induced plasticity-aided cold-rolled steel sheets. Metall. Mat. Trans. A 2001, 32 (3), 505-514.
    • (2001) Metall. Mat. Trans. A , vol.32 , Issue.3 , pp. 505-514
    • Kim, S.J.1    Lee, C.G.2    Choi, I.3    Lee, S.4
  • 9
    • 0009571723 scopus 로고
    • The effects of composition and microstructure on ductility and toughness
    • Climax Molybdenum Company: Tokyo
    • Pickering, F.B. The effects of composition and microstructure on ductility and toughness. Towards Improved Ductility and Toughness; Climax Molybdenum Company: Tokyo, 1971; 9-32.
    • (1971) Towards Improved Ductility and Toughness , pp. 9-32
    • Pickering, F.B.1
  • 10
    • 10844253085 scopus 로고    scopus 로고
    • Optimizing parameters of supervised learning techniques (ANN) for precise mapping of input-output relationship in TMCP steels
    • Datta, S.; Banerjee, M.K. Optimizing parameters of supervised learning techniques (ANN) for precise mapping of input-output relationship in TMCP steels. Scandinavian Journal of Metallurgy 2004, 33, 310-315.
    • (2004) Scandinavian Journal of Metallurgy , vol.33 , pp. 310-315
    • Datta, S.1    Banerjee, M.K.2
  • 11
    • 33750502209 scopus 로고    scopus 로고
    • A comparative study for modeling of hot roll steel plate classification problem using statistical approach and neural-net systems
    • Das, P.; Bhattacharyay, B.K.; Datta, S. A comparative study for modeling of hot roll steel plate classification problem using statistical approach and neural-net systems. Materials and Manufacturing Processes 2006, 21, 747-755.
    • (2006) Materials and Manufacturing Processes , vol.21 , pp. 747-755
    • Das, P.1    Bhattacharyay, B.K.2    Datta, S.3
  • 12
    • 33748173246 scopus 로고    scopus 로고
    • Neural network analysis of strain induced transformation behaviour of retained austenite in TRIP-aided steels
    • Mukherjee, M.; Singh, S.B.; Mohanty, O.N. Neural network analysis of strain induced transformation behaviour of retained austenite in TRIP-aided steels. Mater. Sci. Eng. A 2006, 434, 237-245.
    • (2006) Mater. Sci. Eng. A , vol.434 , pp. 237-245
    • Mukherjee, M.1    Singh, S.B.2    Mohanty, O.N.3
  • 13
    • 2642519638 scopus 로고    scopus 로고
    • ANN model for prediction of the effects of composition and process parameters on tensile strength and percent elongation of Si-Mn TRIP steels
    • Hosseini, S.M.K.; Zarei-Hanzaki, A.; Yazdan Panah M.J.; Yue, S. ANN model for prediction of the effects of composition and process parameters on tensile strength and percent elongation of Si-Mn TRIP steels. Mater. Sci. Eng. A 2004, 374, 122-128.
    • (2004) Mater. Sci. Eng. A , vol.374 , pp. 122-128
    • Hosseini, S.M.K.1    Zarei-Hanzaki, A.2    Yazdan Panah, M.J.3    Yue, S.4
  • 14
    • 37849019979 scopus 로고    scopus 로고
    • Extraction of factors governing mechanical properties of TRIP-aided steel by a multiobjective genetic algorithm based neural network analysis
    • Datta, S.; Pettersson, F.; Ganguly, S.; Saxen, H.; Chakraborti, N. Extraction of factors governing mechanical properties of TRIP-aided steel by a multiobjective genetic algorithm based neural network analysis. Materials and Manufacturing Processes 2008, 23, 130-137.
    • (2008) Materials and Manufacturing Processes , vol.23 , pp. 130-137
    • Datta, S.1    Pettersson, F.2    Ganguly, S.3    Saxen, H.4    Chakraborti, N.5
  • 15
    • 35348880242 scopus 로고    scopus 로고
    • Designing high strength multi-phase steel for improved strength-ductility balance using Neural Networks and Multi-objective Genetic Algorithm
    • Datta, S.; Pettersson, F.; Ganguly, S.; Saxén, H.; Chakraborti, N. Designing high strength multi-phase steel for improved strength-ductility balance using Neural Networks and Multi-objective Genetic Algorithm. ISIJ Int. 2007, 47, 1193-2001.
    • (2007) ISIJ Int , vol.47 , pp. 1193-2001
    • Datta, S.1    Pettersson, F.2    Ganguly, S.3    Saxén, H.4    Chakraborti, N.5
  • 16
    • 27744505850 scopus 로고    scopus 로고
    • Modeling the effect of copper on hardness of microallyed dual phase steel through neural network and neuro-fuzzy system
    • Ghosh, S.K.; Ganguly, S.; Chattopadhyay, P.P.; Datta, S. Modeling the effect of copper on hardness of microallyed dual phase steel through neural network and neuro-fuzzy system. ISIJ Int. 2005, 45, 1345-1351.
    • (2005) ISIJ Int , vol.45 , pp. 1345-1351
    • Ghosh, S.K.1    Ganguly, S.2    Chattopadhyay, P.P.3    Datta, S.4
  • 17
    • 0026385579 scopus 로고
    • Influence of C content and annealing temperature on microstructure and mechanical properties of 400°C transformed steel containing retained austenite
    • Sakuma, Y.; Matsumura, O.; Akisue, O. Influence of C content and annealing temperature on microstructure and mechanical properties of 400°C transformed steel containing retained austenite. ISIJ Int. 1991, 31, 1348-1353.
    • (1991) ISIJ Int , vol.31 , pp. 1348-1353
    • Sakuma, Y.1    Matsumura, O.2    Akisue, O.3
  • 18
    • 2342599065 scopus 로고    scopus 로고
    • A study of microstructure, transformation mechanisms and correlation between microstructure and mechanical properties of a low alloyed TRIP steel
    • Zaefferer, S.; Ohlert, J.; Bleck, W. A study of microstructure, transformation mechanisms and correlation between microstructure and mechanical properties of a low alloyed TRIP steel. Acta Materialia 2004, 52, 2765-2778.
    • (2004) Acta Materialia , vol.52 , pp. 2765-2778
    • Zaefferer, S.1    Ohlert, J.2    Bleck, W.3
  • 19
    • 0011044345 scopus 로고    scopus 로고
    • Effect of alloying elements on mechanical properties and phase transformation of cold rolled TRIP steel sheets
    • Baik, S.C.; Kim, S.; Jin, Y.S.; Kwon, O. Effect of alloying elements on mechanical properties and phase transformation of cold rolled TRIP steel sheets. ISIJ Int. 2001, 41, 290-297.
    • (2001) ISIJ Int , vol.41 , pp. 290-297
    • Baik, S.C.1    Kim, S.2    Jin, Y.S.3    Kwon, O.4
  • 20
    • 0033366241 scopus 로고    scopus 로고
    • The influence of the substitution of Si by Al on the properties of cold rolled C-Mn-Si TRIP steels
    • Meyer, M.D; Vanderschueren, D.; Cooman, B.C.D. The influence of the substitution of Si by Al on the properties of cold rolled C-Mn-Si TRIP steels. ISIJ International 1999, 39, 813-822.
    • (1999) ISIJ International , vol.39 , pp. 813-822
    • Meyer, M.D.1    Vanderschueren, D.2    Cooman, B.C.D.3
  • 21
    • 0036993225 scopus 로고    scopus 로고
    • Effects of copper addition on mechanical properties of 0.15C-1.5Mn-1.5Si TRIP-aided multiphase cold-rolled steel sheets
    • Kim, S.J.; Lee, C.G.; Lee, T.H.; Oh, C.S. Effects of copper addition on mechanical properties of 0.15C-1.5Mn-1.5Si TRIP-aided multiphase cold-rolled steel sheets. ISIJ International 2002, 42, 1452-1456.
    • (2002) ISIJ International , vol.42 , pp. 1452-1456
    • Kim, S.J.1    Lee, C.G.2    Lee, T.H.3    Oh, C.S.4
  • 22
    • 85007671075 scopus 로고    scopus 로고
    • K. Sugimoto, K; Usui, N.; Kobayashi, M.; Hashimoto, S. Effects of fraction and stability of retained austenite on ductility of TRIP-aided dual-phase steels. ISIJ International 1992, 32, 1311-1318.
    • K. Sugimoto, K; Usui, N.; Kobayashi, M.; Hashimoto, S. Effects of volume fraction and stability of retained austenite on ductility of TRIP-aided dual-phase steels. ISIJ International 1992, 32, 1311-1318.
  • 23
    • 0000838199 scopus 로고
    • Empirical formulae for the calculation of some transformations temperatures
    • Andrews, K.W. Empirical formulae for the calculation of some transformations temperatures. Journal of Iron and Steel Institute of Japan 1965, 203, 721-727.
    • (1965) Journal of Iron and Steel Institute of Japan , vol.203 , pp. 721-727
    • Andrews, K.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.