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Meeting 2010 TMS Annual Meeting & Exhibition
Symposium General Abstracts: Structural Materials Division
Presentation Title Computational Thermodynamics, Neural Networks and Genetic Algorithms : Tools to Design Creep Resistant and Weldable Superalloys
Author(s) Franck Tancret
On-Site Speaker (Planned) Franck Tancret
Abstract Scope One drawback of many nickel-base superalloys is their poor weldability. In particular, cracking can occur in the mushy zone during solidification, in the so-called Brittle Temperature Range (BTR). Another type of cracking is due to the formation of intergranular liquid films, by the liquation of low melting point phases like carbides and/or intermetallics. In this work, computational thermodynamics (Thermo-Calc) is used to predict the occurrence of these types of cracking, and to design Ni base alloys by minimizing both the BTR and the risk of γ’ liquation cracking, while keeping a good phase stability and good mechanical properties in the expected service temperature range. Optimized alloy compositions are determined by an automated maximization of stability and weldability, using genetic algorithms. Also, the creep rupture resistance is estimated through the regression of existing data, using neural networks. Predictions are then used to propose new weldable and creep-resistant superalloys.
Proceedings Inclusion? Definite: A CD-only volume

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

A Combinatorial Approach to Investigate Solid Solution Hardening in Ni-Based Systems by Nanoindentation
A Creep Rupture Time Model for Anisotropic Creep-Damage of Transversely Isotropic Materials
A Physical Interpretation of Basquin Relation
An Overview of the Microstructures of High-Strength Two-Phase Near-Equi-atomic FeNiMnAl Alloys
Assessment of Slag-Aided Deoxidation Process in 3.5crmov Rotor Steel
Characteristics of High Interstitially Alloyed 18Cr-10Mn Stainless Steels
Comparison of Deformation Mechanisms for Constant Strain Rate and Creep Testing of a Ni-based Superalloy
Computational Thermodynamics, Neural Networks and Genetic Algorithms : Tools to Design Creep Resistant and Weldable Superalloys
Constitutive Response of Polymers, Filled and Unfilled, as a Function of Temperature and Strain-Rate
Deformation Behavior of U-6wt%Nb Following Shock Loading
Development of Layer-Integrated Steels with Superior Strength-Ductility Combination
Dynamic Tensile Extrusion Behavior of DU and U6NB
Effect of Ca, Mg and Ti-Mg Addition on the Impact Toughness of Heat Affected Zone in Low Carbon Steel
Effect of Hydrogen on Crack Nucleation in 316 Stainless Steel under Rotating Beam Fatigue Loading Conditions
Effect of Low-Temperature Overload on Fatigue Crack Growth Retardation
Effect of x=V /Nb (x=1,1.5, 2, 3.5) on microstructure, properties and deformability of Ti-45Al-9(V,Nb,Y) alloy
Factors Affecting the Environmental Assisted Cracking Behavior of 2205 Duplex Stainless Steel
Fatigue Crack Growth Behavior in a Monocrystalline Ni-Based Superalloy
Fatigue Crack Growth Mechanisms of Long and Small Cracks in Structural Materials
High-Temperature Cyclic Oxidation of Pd/Pt-Modified Nial Bond Coats
High Temperature Creep-Fatigue Crack Growth Models
Hydrogen Embrittlement of a Bainitic Wheel Steel
Improvement of Charpy Impact Properties in Heat Affected Zones of API X80 Linepipe Steels Containing Complex Oxides
Investigation of the Stress Corrosion Cracking of Carbon Steel in Fuel Grade Ethanol Environments
Mechanical and Computational Investigation of Ni-Al Laminates of Laser-Shock Compression and Spalling
Microstructural Analysis of Separations Occurring during Charpy Impact Test of Linepipe Steels
Microstructural and Mechanical Aspects of High Nitrogen Steels at Cryogenic Temperature
Novel Methods for Microstructure-Sensitive Probabilistic Fatigue Notch Factor
Nucleation of Extension Deformation Twins in α-Ti
Observation and Detection of Corrosion on Aerospace Bearing Steels in Ester Based Lubricants
Phase Field Modeling of Sintering Process in Thermal Barrier Coating Systems
Quantitative Measurement of Crack Initiation & Propagation in High Explosives and Mocks
Research on the Thermal Plasticity of the 18Mn-18Cr-0.77N-2Mo High Nitrogen Austenitic Stainless Steel
Role of TM (TM = Pd, Rh, Ir) on stability and oxidation behavior of ternary β-NiAl
S-N Fatigue and Fatigue Crack Propagation Behaviors of High Manganese Steels
Shape Memory Behavior of an Ultra-Fine Grained Ti-30Ni-20Pd Alloy through Equal Channel Angular Extrusion (ECAE) Processing
Single-Crystal Solidification of New Co-Al-W base Superalloys
The Relationship between Sliding-Wear Rate and the Microstructure of AISI 1020 Plain-Carbon Steel
The Response of Aluminium Alloys to Shock Loading
The Role of Non-Planar Deformation in Cyclic Softening Following Low Cycle Fatigue of a Ni-Based Superalloy
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