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predictive model
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Image
in Process Modeling in Impression-Die Forging Using Finite-Element Analysis
> Cold and Hot Forging: Fundamentals and Applications
Published: 01 February 2005
Fig. 16.9 Predicted model and optically measured grain sizes in the three developmental René 88DT disks with (a) coarse, (b) medium, and (c) fine grains [ Hardwicke et al., 2000 ]
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Book Chapter
Series: ASM Technical Books
Publisher: ASM International
Published: 01 January 2017
DOI: 10.31399/asm.tb.sccmpe2.t55090191
EISBN: 978-1-62708-266-2
... on predictive modeling as well. corrosion potential Irradiation-assisted stress-corrosion cracking predictive model radiation damage radiation-induced segregation stainless steel IRRADIATION-ASSISTED STRESS-CORROSION CRACKING (IASCC) describes premature cracking of material/environment systems...
Abstract
Irradiation-assisted stress-corrosion cracking (IASCC) has been a topic of engineering interest since it was first reported in the 1960s, having been observed in stainless steel cladding on light water reactor fuel elements. This chapter summarizes the results of decades of investigation, showing that IASCC can essentially be defined as the intergranular cracking of austenitic alloys in high-temperature water, where both the material and its environment have been altered by radiation. Of the many interactions that can occur when metals and water are exposed to radiation, the international consensus is that the three with the greatest impact on crack growth rates are the formation of material defects, radiation-induced segregation, and chemical reactions that increase the corrosion potential of water. The chapter discusses each of these in great detail, and includes information on predictive modeling as well.
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in Irradiation-Assisted Stress-Corrosion Cracking[1]
> Stress-Corrosion Cracking: Materials Performance and Evaluation
Published: 01 January 2017
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in High-Entropy Alloys
> Mechanical Behavior of High-Entropy Alloys: Key Topics in Materials Science and Engineering
Published: 01 February 2022
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Published: 01 July 1997
Fig. 18 Comparison of the predictions of the initiation-propagation model with data in the University of Illinois at Urbana-Champaign weldment fatigue databank for a mild steel, non-load-carrying cruciform weldment, R = 0
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Image
Published: 01 July 1997
Fig. 19 Comparison of the predictions of the initiation-propagation model with data in the University of Illinois at Urbana-Champaign weldment fatigue databank for a mild steel, non-load-carrying cruciform weldment, R = –1
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Image
Published: 01 July 1997
Fig. 20 Comparison of the predictions of the initiation-propagation model with data in the University of Illinois at Urbana-Champaign weldment fatigue databank for a mild steel, double-V butt weldment, R = 0
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Image
Published: 01 July 1997
Fig. 21 Comparison of the predictions of the initiation-propagation model with data in the University of Illinois at Urbana-Champaign weldment fatigue databank for a mild steel, double-V butt weldment, R = –1
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Image
Published: 01 July 1997
Fig. 24 Predicted fatigue strength of a cruciform weld model ( Fig. 16 ) for mild steel ( S y = 36 ksi, 250 MPa) and quenched-and-tempered (QT) steel ( S y = 100 ksi, 690 MPa). R = 0; T given in inches. Quenched-and-tempered steels show no advantage for all nominal types in as-welded
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in Forming of Advanced High-Strength Steels (AHSS)
> Sheet Metal Forming: Processes and Applications
Published: 01 August 2012
Fig. 6.17 Comparison of finite-element model (FEM)-predicted punch displacement at fracture with experimental results in stretch bending DP 600 with different punch radii. Source: Ref 6.22
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in Process Modeling in Impression-Die Forging Using Finite-Element Analysis
> Cold and Hot Forging: Fundamentals and Applications
Published: 01 February 2005
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in Microstructure Modeling in Superalloy Forging
> Cold and Hot Forging: Fundamentals and Applications
Published: 01 February 2005
Fig. 19.8 Comparison of model prediction and experimental results. Fraction of recrystallization of a 718 developmental forging
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in Microstructure Modeling in Superalloy Forging
> Cold and Hot Forging: Fundamentals and Applications
Published: 01 February 2005
Fig. 19.9 Comparison of model prediction and experimental results. Average ASTM grain size of a 718 developmental forging
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in Microstructure Modeling in Superalloy Forging
> Cold and Hot Forging: Fundamentals and Applications
Published: 01 February 2005
Fig. 19.10 Comparison of model predicted and experimentally obtained. Average ASTM grain size of a Waspaloy developmental forging
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Book Chapter
Series: ASM Technical Books
Publisher: ASM International
Published: 01 July 2009
DOI: 10.31399/asm.tb.fdmht.t52060173
EISBN: 978-1-62708-343-0
... 0.0979 . . . . . . . . . C g 0.73 0 Summary of creep-fatigue life prediction models Table A8.1 Summary of creep-fatigue life prediction models Type Acronym Title Ref A: Life or damage fraction rules A LCR Linear Creep-Rupture Damage Rule 8.34 A LCF Linear...
Abstract
This chapter provides a detailed review of creep-fatigue analysis techniques, including the 10% rule, strain-range partitioning, several variants of the frequency-modified life equation, damage assessment based on tensile hysteresis energy, the OCTF (oxidation, creep, and thermomechanical fatigue) damage model, and numerous methods that make use of creep-rupture, crack-growth, and void-growth data. It also discusses the use of continuum damage mechanics and includes examples demonstrating the accuracy of each method as well as the procedures involved.
Book Chapter
Series: ASM Technical Books
Publisher: ASM International
Published: 01 December 2015
DOI: 10.31399/asm.tb.cpi2.t55030349
EISBN: 978-1-62708-282-2
... of corrosion, with several predictive models for carbon steel corrosion assessment. These efforts range from a predictive model that begins with CO 2 corrosion ( Ref 1 , 2 ), to models that focus on specific aspects of the corrosion phenomena (such as flow-induced corrosion or erosion-corrosion) ( Ref 3 , 4...
Abstract
This chapter examines methods of internal corrosion prediction for multiphase pipelines and details methodologies to perform internal corrosion direct assessment for natural gas pipelines. Further, real-time monitoring techniques for assessing actual corrosion at critical locations are discussed.
Series: ASM Technical Books
Publisher: ASM International
Published: 01 July 2009
DOI: 10.31399/asm.tb.fdmht.t52060043
EISBN: 978-1-62708-343-0
... strain paths or strain reversals. The first part of the chapter defines four distinct strain paths that can be used to model any cyclic loading pattern and describes the microstructural damages associated with each of the four basic loading cycles. The discussion then turns to fatigue life prediction...
Abstract
Strain-range partitioning is a method for assessing the effects of creep fatigue based on inelastic strain paths or strain reversals. The first part of the chapter defines four distinct strain paths that can be used to model any cyclic loading pattern and describes the microstructural damages associated with each of the four basic loading cycles. The discussion then turns to fatigue life prediction for different types of materials and more realistic loading conditions, particularly those in which hysteresis loops have more than one strain-range component. To that end, the chapter considers two cases. In one, the relationship between strain range and cyclic life is established from test data. In the other, a rule is required to determine the damage of each concurrent strain and the total damage of the cycle is used to predict creep-fatigue life. The chapter presents several such damage rules and discusses their applicability in different situations.
Series: ASM Technical Books
Publisher: ASM International
Published: 01 February 2005
DOI: 10.31399/asm.tb.chffa.t51040193
EISBN: 978-1-62708-300-3
... a bright future [ Sellars, 1990 , and Shen et al., 2000 ]. Microstructure modeling allows the right-the-first-time optimum metallurgical features of the forging to be previewed on the computer. Metallurgical aspects of forging, such as grain size and precipitation, can be predicted with reasonable...
Abstract
This chapter discusses the use of finite-element modeling in forging design. It describes key modeling parameters and inputs, mesh generation and computation time, and process modeling outputs such as metal flow, strain rate, loading profiles, and microstructure. It also includes a variety of application examples.
Book Chapter
Series: ASM Technical Books
Publisher: ASM International
Published: 01 January 2015
DOI: 10.31399/asm.tb.spsp2.t54410487
EISBN: 978-1-62708-265-5
... into quantitative understanding, control, and modeling of quenching and its effects on the performance of steel parts. Although residual stress and distortion can be measured and the causes and cures are known qualitatively, quantitative predictions of these phenomena in steel parts with complex shapes...
Abstract
Temperature and deformation gradients developed in the course of manufacturing can have undesired effects on the microstructures along their path; the two most common being residual stress and distortion. This chapter discusses these manufacturing-related problems and how they can be minimized by heat treatments. It also provides information on residual stress evaluation and prediction techniques.
Series: ASM Technical Books
Publisher: ASM International
Published: 01 February 2005
DOI: 10.31399/asm.tb.chffa.t51040295
EISBN: 978-1-62708-300-3
...-element modeling is used to predict die failure and extend die life. cold forging fatigue fracture finite-element modeling hot forging wear 22.1 Introduction In forging, die failure can be a significant portion of the overall production cost. The dies that fail must be either repaired...
Abstract
This chapter addresses the issue of die failures in hot and cold forging operations. It describes failure classifications, fatigue fracture and wear mechanisms, analytical wear models, and the various factors that limit die life. It also includes several case studies in which finite-element modeling is used to predict die failure and extend die life.