Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer...

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Modeling the Survival of Hard-Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer Hartford Srikanth Bandlamudi, Rensselaer Hartford Mas Hongoh, Pratt & Whitney Brice Cassenti, UTRC and Pratt&Whitney
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Transcript of Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer...

Page 1: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Modeling the Survival of Hard-Alpha Inclusions in Titanium

Ernesto Gutierrez-Miravete, Rensselaer at Hartford

Tony Giamei, Belcan

Indresh Padmonkar, Rensselaer Hartford

Srikanth Bandlamudi, Rensselaer Hartford

Mas Hongoh, Pratt & Whitney

Brice Cassenti, UTRC and Pratt&Whitney

Page 2: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Outline

• Introduction

• Model Description

• Description of Code

• Preliminary Results

• Summary

Page 3: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Introduction

• Undetected N- and/or O-containing particles in Ti alloys (hard-alpha) can result in catastrophic failure of aircraft engine components.

• The process metallurgy of Ti alloys provides many potential sources of N and/or O.

• Better understanding of the dissolution behavior of N- and/or O containing Ti inclusions in Ti alloys during thermal processing is required.

Page 4: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Model Description• When N and/or O come in contact with Ti

several different phases can form depending on composition and temperature.– The Ti-N phase diagram (Fig 1a).– The Ti-O phase diagram (Fig 1b).

• If an isolated N-rich or O-rich seed particle is embedded in a Ti matrix, the various phases appear as concentric layers on the original particle.

Page 5: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 1a

Page 6: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 1b

Page 7: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Model Description (contd.)

• The concentration of impurity decreases with distance from the center of the seed particle.

• Dissolution of the resulting layers involves mass transport of N and/or O away from the seed particle.

• See Figure 2.

Page 8: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

C

x

L

Fig 2 Concentration profile around a dissolving inclusion.

Flux of N (or O)

Page 9: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Model Description (contd.)

• Assumptions and Limitations– Binary Systems (Ti-N or Ti-O)

– Chemical Equilibrium at all Interfaces

– All Phases form Ideal Solutions

– Temperatures restricted to within beta transus of pure Ti and first peritectic

• 882 - 2020 C for Ti-N

• 882- 1720 C for Ti-O

– Necessary Diffusivity Data Available

– Porosity Neglected

Page 10: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Model Description (contd.)• Governing Equation

c/t = div ( D grad a)

c/t = div ( grad a*)where

c = concentration of N (or O)

D = diffusivity of N (or O)

a = activity of N (or O) (Fig 3)

da* = D da (Fig. 4)

Page 11: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

a

C

L

Fig 3

Page 12: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

a*

a

L

Fig 4

Page 13: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Model Description (contd.)

• Solution Methodology: – Finite Difference, Fixed Domain Method– Fixed Mesh– Explicit Scheme

• Physico-Chemical Data:– Phase Diagrams– Diffusivities

Page 14: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Description of the Code• Derived from earlier code MICRO developed at UTRC.

• FORTRAN program embedded in a UNIX wrapper.

• Code can be used from a computer anywhere anytime via the internet.

• Inputs:

– Inclusion size and geometry

– Inclusion and matrix concentration

– Thermal history

– Mesh

Page 15: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

The GROW Code (contd.)

• Outputs– Concentration profiles around inclusion at

selected times during specified temperature history

– Extent of the various layers as functions of time.

– Extent of the diffusion zone surrounding the inclusion as function of time.

Page 16: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Preliminary Results (Ti-N)

• 250 micron inclusion with 32 a/o N

• Isothermal Hold at 1200 C (Figs. 5a and 5b)

• Isothermal Hold at 1600 C (Figs. 6a and 6b)

• Isothermal Hold at 2020 C (Figs. 7a and 7b)

• Sample Thermal History (Figs. 8a and 8b) t (min) 0 1 5 10 12 13 15

T(C) 2000 1670 1000 1000 1300 1500 1000

Page 17: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 5a

Page 18: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 5b

Page 19: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 6a

Page 20: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 6b

Page 21: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 7a

Page 22: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 7b

Page 23: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 8a

Page 24: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 8b

Page 25: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Preliminary Results (Ti-N) (contd.)

• Two-dimensional system (250 by 1000 micron inclusion). Figs. 9a and 9b.

• Three-dimensional system (250 by 500 by 1000 micron inclusion). Figs. 10a and 10b.

Page 26: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 9a

Page 27: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 9b

Page 28: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 10a

Page 29: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 10b

Page 30: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Preliminary Results (Ti-O)

• 250 micron inclusion with 50 a/o O• Isothermal Hold at 1200 C (Figs. 11a and 11b)• Isothermal Hold at 1600 C (Figs. 12a and 12b)• Isothermal Hold at 1720 C (Figs. 13a and 13b)• Sample Thermal History (Figs. 14a and 14b)

t (min) 0 1 5 10 12 13 15

T(C) 2000 1670 1000 1000 1300 1500 1000

Page 31: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 11a

Page 32: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 11b

Page 33: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 12a

Page 34: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 12b

Page 35: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 13a

Page 36: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 13b

Page 37: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 14a

Page 38: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 14b

Page 39: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Example Runs (Ti-N) (contd.)

• Two alternative calculation methods of phase thickness under thermal history (Figs. 15 and 16)

• Two alternative calculation methods of phase thickness under isothermal hold at 2020 C (Fig. 17).

Page 40: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 15

Page 41: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 16

Page 42: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig 17

Page 43: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Web Enabled Simulation

• The code is now being made available for execution within a web browser.

• Users can execute the program using their own inputs from anywhere anytime while a single version of the code is maintained in our local server.

• See Figs. 18 and 19.

Page 44: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Screen Navigation Process

Home Page Select and Execute Program

ResultsPage

Select Files for Display

Fig. 18

Page 45: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig. 19a

Page 46: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig. 19b

Page 47: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig. 19c

Page 48: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Fig. 19d

Page 49: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Parametric and Sensitivity Studies

• Effect of Initial Seed Particle Size on Extent of Diffusion Zone under Specified Thermal History (Triple Melt VAR).

• Effect of Initial Seed Particle Concentration on Extent of Diffusion Zone under Specified Thermal History (Triple Melt VAR).

Page 50: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Summary (contd.)

• A mathematical model and associated computer code are now available to investigate the spread of diffusion zones around N- or O-rich inclusion particles in Ti as a function of thermal history, inclusion geometry and composition.

Page 51: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Summary (contd.)

• Once fully validated, the code can help process engineers, designers, NDT and quality assurance personnel to achieve their goal of producing hard-alpha free aircraft engine components.

Page 52: Modeling the Survival of Hard- Alpha Inclusions in Titanium Ernesto Gutierrez-Miravete, Rensselaer at Hartford Tony Giamei, Belcan Indresh Padmonkar, Rensselaer.

Summary (contd.)

• Although the results of calculation are in reasonably good agreement with at least some of the existing empirical data on dissolution rates, full validation of the model still requires comparison against results of carefully conducted experiments on selected systems.