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10.5 Non-Equilibrium Transformation Products & Martensite Modeling

Key Takeaways

  • Acicular ferrite (AF) represents the optimum weld metal microstructure for low-temperature impact toughness, nucleating intragranularly on micron-sized non-metallic inclusions (Ti-O, Ti-N, galaxite) to create an interlocking basketweave morphology that defers cleavage crack propagation, contrasting with grain-boundary nucleated upper bainite.

  • Acicular ferrite is the target weld-metal microstructure because its fine interlocking laths deflect cleavage cracks and deliver the best combination of strength and toughness.

  • Martensite start temperature falls as carbon and alloy content rise, so a highly alloyed weld can retain austenite to room temperature.

  • Martensite forms by a diffusionless shear transformation, so its fraction depends on the temperature reached below the start temperature rather than on time held.

  • A CCT diagram must be read along a cooling curve, not horizontally; reading a CCT diagram as if it were isothermal is a standard exam trap.

Last updated: September 2026

Non-Equilibrium Transformation Products

                               MICROSTRUCTURAL COMPARISON

       UPPER BAINITE (400-550°C)                      LOWER BAINITE (250-400°C)
    Parallel Ferrite Laths (Sheaves)             Fine Acicular Ferrite Plates
    +------------------------------+             +------------------------------+
    |        Ferrite Lath          |             |   \\\  \\\  \\\  \\\        | Fine Internal
    |==============================| Brittle     |    \\\  \\\  \\\  \\\       | Carbides at
    | Continuous Interlath Fe3C    | Carbide     |        Ferrite Plate         | 55°-60° to
    |==============================| Films       |   \\\  \\\  \\\  \\\        | Plate Axis
    |        Ferrite Lath          |             +------------------------------+
    +------------------------------+             High Toughness & High Strength
    Poor CVN Toughness (Cleavage Path)           

       ACICULAR FERRITE (AF)                         LATH MARTENSITE (<0.6% C)
    Interlocking "Basketweave"                   Diffusionless Shear Structure
    +------------------------------+             +------------------------------+
    |    /\     Intragranular      |             |  / / / / / / / / / / / / /   | Invariant
    |   /  \    Inclusion (Ti-O)   |             | / / / / / / / / / / / / /    | Plane
    |  / () \   Nucleation         |             |/ / / / / / / / / / / / /     | Dislocation
    | /  /\  \                     |             |  High Hardness, Low Toughness| Laths
    |/  /  \  \ Interlocking Laths |             +------------------------------+
    +------------------------------+             BCT Lattice; Andrews Ms Formula
    Optimum Low-Temp CVN Toughness               

1. Bainite: Upper vs. Lower Morphology

Bainite forms by a non-lamellar decomposition of austenite occurring below the pearlite range and above the martensite start temperature (MsM_s):

  • Upper Bainite (400∘C to 550∘C400^\circ\text{C} \text{ to } 550^\circ\text{C}): Consists of parallel sheaves of lath ferrite. Because carbon cannot be held in solution in ferrite, it is rejected into the untransformed austenite between the laths. This enriched interstitial austenite decomposes into continuous films of cementite (Fe3C\text{Fe}_3\text{C}) along the lath boundaries. These brittle interlath carbide films provide unobstructed, planar pathways for cleavage microcracks, resulting in disastrously low Charpy V-notch impact toughness.
  • Lower Bainite (250∘C to 400∘C250^\circ\text{C} \text{ to } 400^\circ\text{C}): Forms at lower temperatures where carbon diffusion is restricted. Fine cementite precipitates internally within the ferrite plates, nucleating on dislocation arrays and aligned at a characteristic angle of approximately 55∘ to 60∘55^\circ\text{ to }60^\circ to the longitudinal plate axis. Interlath carbide films are absent. Consequently, lower bainite exhibits an exceptional combination of high yield strength and high fracture toughness.

2. Acicular Ferrite (AF): The Optimal Weld Metal Microstructure

Acicular ferrite is widely recognized as the most desirable microstructural constituent in carbon-manganese and low-alloy steel weld metals for low-temperature toughness (e.g., offshore structures, arctic pipelines, pressure vessels):

  • Morphology: A chaotic, interlocking "basketweave" arrangement of short, lenticular ferrite plates with widths between 0.5 and 2.0 μm0.5\text{ and }2.0\ \mu\text{m} and high dislocation densities.
  • Intragranular Nucleation Mechanism: Unlike bainite and Widmanstätten ferrite, which nucleate competitively at prior austenite grain boundaries and propagate inward as parallel packets, acicular ferrite nucleates intragranularly on fine, sub-micron non-metallic inclusions distributed uniformly within the austenite grain interiors.
  • Inclusion Chemistry: The most potent inclusions for AF nucleation are complex titanium-bearing oxides and carbonitrides, specifically Ti2O3\text{Ti}_2\text{O}_3, TiO\text{TiO}, TiN\text{TiN}, and manganese galaxite spinel (MnO⋅Al2O3\text{MnO}\cdot\text{Al}_2\text{O}_3). These inclusions promote nucleation via two primary mechanisms:
    1. Low Crystallographic Lattice Misfit: Excellent epitaxy between Ti2O3\text{Ti}_2\text{O}_3 / TiO\text{TiO} (crystal plane {001}) and BCC ferrite (plane {110}), minimizing activation energy for nucleation (Baker-Nutting orientation relationship).
    2. Local Manganese Depletion Zones (MDZ): Inclusions precipitate adjacent manganese-rich phases or absorb manganese into their lattice, depleting the surrounding matrix of Mn over a distance of 0.1−0.5 μm0.1-0.5\ \mu\text{m}. Because manganese is a strong austenite stabilizer, this localized Mn-depletion elevates the local Ae3Ae_3 transformation temperature, transforming the surrounding shell into ferrite before the bulk grain boundaries can transform.
  • Toughness Mechanism: The chaotic, interlocking orientation of AF plates means that a propagating cleavage crack encounters high-angle crystallographic grain boundaries every 1−2 μm1-2\ \mu\text{m}. The crack is repeatedly deflected, blunted, and forced to branch, absorbing tremendous fracture energy down to −40∘C-40^\circ\text{C} or −60∘C-60^\circ\text{C}.

3. Martensite Formation Kinetics & The Andrews Equations

When cooling through the transformation range is sufficiently rapid to suppress all diffusion-controlled transformations (ferrite, pearlite, bainite), austenite transforms into martensite:

  • Mechanism: Athermal, diffusionless, military shear transformation governed by the Bain strain model. FCC austenite undergoes a coordinated shuffle of iron atoms, trapping carbon interstitials within the octahedral sites along one axis, distorting the lattice into a Body-Centered Tetragonal (BCT) crystal structure.
  • Substructure: In low-carbon steels (<0.6% C<0.6\%\text{ C}), martensite forms as fine laths clustered in packets with high dislocation densities (1011 to 1012 cm−210^{11}\text{ to }10^{12}\text{ cm}^{-2}). Above 0.8% C0.8\%\text{ C}, martensite forms as lenticular plates containing internal transformation twins.
  • Athermal Kinetics: The extent of transformation depends solely on the temperature to which the alloy is cooled below the Martensite Start (MsM_s), not on time: fM=1−exp⁡[−0.011(Ms−T)]f_M = 1 - \exp\left[ -0.011 (M_s - T) \right]

Predicting Transformation Temperatures: The Andrews Formulas

The Martensite Start (MsM_s) and Martensite Finish (MfM_f) temperatures are dictated by chemical composition. Carbon exerts by far the strongest depressing effect. The widely recognized Andrews linear regression equations (AWS D1.1 / Welding Handbook) state:

Ms (∘C)=539−423(%C)−30.4(%Mn)−17.7(%Ni)−12.1(%Cr)−7.5(%Mo)M_s\ (^\circ\text{C}) = 539 - 423(\%\text{C}) - 30.4(\%\text{Mn}) - 17.7(\%\text{Ni}) - 12.1(\%\text{Cr}) - 7.5(\%\text{Mo})

The Martensite Finish (MfM_f) temperature, representing ≈99%\approx 99\% transformation to martensite, is approximately:

Mf (∘C)≈Ms−215∘CM_f\ (^\circ\text{C}) \approx M_s - 215^\circ\text{C}

If alloying additions drive MfM_f below ambient room temperature (20∘C20^\circ\text{C}), untransformed austenite remains trapped in the microstructure as retained austenite, which may subsequently transform to untempered martensite during mechanical service, causing unexpected brittle failure.


Comprehensive Worked Numerical Example: Microsegregation & Martensite Modeling

Problem Statement

A welding engineer is qualifying a high-strength low-alloy (HSLA) steel submerged arc weld deposit for arctic offshore service. The deposited weld metal chemical composition is determined by optical emission spectroscopy (OES):

  • Carbon: C0=0.11 wt%C_0 = 0.11\text{ wt}\%
  • Manganese: Mn=1.40 wt%\text{Mn} = 1.40\text{ wt}\%
  • Nickel: Ni=0.85 wt%\text{Ni} = 0.85\text{ wt}\%
  • Chromium: Cr=0.35 wt%\text{Cr} = 0.35\text{ wt}\%
  • Molybdenum: Mo=0.25 wt%\text{Mo} = 0.25\text{ wt}\%
  • Phosphorus: P0=0.018 wt%P_0 = 0.018\text{ wt}\% (equilibrium partition coefficient kP=0.06k_P = 0.06)
  • Sulfur: S0=0.010 wt%S_0 = 0.010\text{ wt}\%

Perform the following engineering evaluations:

  1. Using the Scheil equation, calculate the phosphorus concentration in the liquid (CLC_L) at solid fractions of fs=0.90f_s = 0.90 and fs=0.98f_s = 0.98. Assess whether phosphide eutectic segregation poses a hot cracking threat.
  2. Calculate the manganese-to-sulfur ratio (Mn/S\text{Mn/S}) and evaluate compliance with cracking resistance criteria.
  3. Calculate the Martensite Start (MsM_s) temperature using the Andrews formula.
  4. Calculate the Martensite Finish (MfM_f) temperature and determine whether retained austenite will persist at a room temperature of 20∘C20^\circ\text{C}.

Step-by-Step Solution

Step 1: Calculate Phosphorus Enrichment via Scheil Equation The Scheil equation for liquid concentration is:

CL=P0(1−fs)kP−1C_L = P_0 (1 - f_s)^{k_P - 1}

Given kP=0.06k_P = 0.06, the exponent is kP−1=0.06−1=−0.94k_P - 1 = 0.06 - 1 = -0.94.

  • At fs=0.90f_s = 0.90 (1−fs=0.101 - f_s = 0.10 remaining liquid): CL(0.90)=0.018%×(0.10)−0.94=0.018%×8.7096=0.1568 wt% PC_L(0.90) = 0.018\% \times (0.10)^{-0.94} = 0.018\% \times 8.7096 = 0.1568\text{ wt}\%\text{ P}
  • At fs=0.98f_s = 0.98 (1−fs=0.021 - f_s = 0.02 remaining liquid): CL(0.98)=0.018%×(0.02)−0.94=0.018%×39.585=0.7125 wt% PC_L(0.98) = 0.018\% \times (0.02)^{-0.94} = 0.018\% \times 39.585 = 0.7125\text{ wt}\%\text{ P}

Engineering Evaluation: At 98%98\% solidification completion, phosphorus in the interdendritic liquid has segregated to 0.713 wt%0.713\text{ wt}\%, an enrichment factor of nearly 40×40\times. Concentrations exceeding 0.7% P0.7\%\text{ P} depress the local solidus below 1050∘C1050^\circ\text{C} through Fe3P\text{Fe}_3\text{P} eutectic formation, creating a severe hot cracking risk if high restraint is present.

Step 2: Calculate and Evaluate Mn/S Ratio

MnS=1.40 wt%0.010 wt%=140\frac{\text{Mn}}{\text{S}} = \frac{1.40\text{ wt}\%}{0.010\text{ wt}\%} = 140

Engineering Evaluation: The Mn/S\text{Mn/S} ratio of 140140 significantly exceeds the mandatory threshold of 25−3025-30 and the recommended high-restraint threshold of 4040. All available sulfur will be tied up as high-melting MnS inclusions (Tm=1610∘CT_m = 1610^\circ\text{C}), completely preventing FeS\text{FeS} liquid film wetting.

Step 3: Calculate Martensite Start (MsM_s) Temperature Apply the Andrews formula:

Ms=539−423(C)−30.4(Mn)−17.7(Ni)−12.1(Cr)−7.5(Mo)M_s = 539 - 423(\text{C}) - 30.4(\text{Mn}) - 17.7(\text{Ni}) - 12.1(\text{Cr}) - 7.5(\text{Mo})

Substitute alloy percentages:

  • Carbon contribution: 423×0.11=46.53∘C423 \times 0.11 = 46.53^\circ\text{C}
  • Manganese contribution: 30.4×1.40=42.56∘C30.4 \times 1.40 = 42.56^\circ\text{C}
  • Nickel contribution: 17.7×0.85=15.045∘C17.7 \times 0.85 = 15.045^\circ\text{C}
  • Chromium contribution: 12.1×0.35=4.235∘C12.1 \times 0.35 = 4.235^\circ\text{C}
  • Molybdenum contribution: 7.5×0.25=1.875∘C7.5 \times 0.25 = 1.875^\circ\text{C}

Total alloy depression:

ΔTalloy=46.53+42.56+15.05+4.24+1.88=110.26∘C\Delta T_{\text{alloy}} = 46.53 + 42.56 + 15.05 + 4.24 + 1.88 = 110.26^\circ\text{C} Ms=539−110.26=428.74∘C≈429∘CM_s = 539 - 110.26 = 428.74^\circ\text{C} \approx 429^\circ\text{C}

Step 4: Calculate Martensite Finish (MfM_f) & Retained Austenite Evaluation

Mf≈Ms−215∘C=428.74−215=213.74∘C≈214∘CM_f \approx M_s - 215^\circ\text{C} = 428.74 - 215 = 213.74^\circ\text{C} \approx 214^\circ\text{C}

Engineering Evaluation: Because Mf=214∘CM_f = 214^\circ\text{C} is well above ambient room temperature (20∘C20^\circ\text{C}), any martensitic transformation triggered by fast cooling will proceed to 100%100\% completion during cooling to room temperature. There is negligible risk of retained austenite transforming to untempered, brittle martensite in subsequent sub-zero service.


Real-World Engineering Scenarios & Exam Pitfalls

Industrial Case: Loss of Toughness in Arctic Offshore Linepipe Welds

A pipeline contractor welding API 5L X70 submerged arc girth welds for an Arctic subsea project failed procedure qualification testing: Charpy V-notch impact toughness at −40∘C-40^\circ\text{C} averaged a dismal 18 J18\text{ J} (specification requirement: >60 J>60\text{ J}). Metallographic sectioning and SEM electron backscatter diffraction (EBSD) revealed that the weld metal microstructure consisted of 75%75\% coarse upper bainite with grain-boundary ferrite, and less than 15%15\% acicular ferrite.

Root Cause Investigation: Chemical analysis revealed that the submerged arc flux-wire combination contained an excessive level of active aluminum deoxidizer (0.045 wt%0.045\text{ wt}\% Al in deposit) and insufficient titanium (0.003 wt%0.003\text{ wt}\% Ti). The strong aluminum affinity for oxygen scavenged all available weld pool dissolved oxygen, forming coarse, floatable Al2O3\text{Al}_2\text{O}_3 inclusions that separated into the slag. This starved the weld pool of fine Ti2O3\text{Ti}_2\text{O}_3 and MnO⋅Al2O3\text{MnO}\cdot\text{Al}_2\text{O}_3 spinels necessary to nucleate acicular ferrite intragranularly. Without internal nucleation sites, transformation defaulted to prior austenite grain boundaries, growing inward as continuous packets of upper bainite with cleavage-prone interlath carbides.

Corrective Engineering Action: The engineer reformulated the consumable wire-flux system to maintain deposit aluminum at ≤0.015%\le 0.015\%, introduced titanium at 0.020−0.035%0.020-0.035\%, and controlled dissolved oxygen to 250−350 ppm250-350\text{ ppm}. The resulting density of intragranular Ti2O3\text{Ti}_2\text{O}_3 nucleants drove the acicular ferrite fraction above 85%85\%, elevating average Charpy energy at −40∘C-40^\circ\text{C} to 165 J165\text{ J}.

Common Exam Traps

Exam Trap 1: Confusing Acicular Ferrite with Upper Bainite Nucleation Sites A favorite CWEng exam question asks to distinguish acicular ferrite from bainite. Both transform in similar temperature ranges (400−500∘C400-500^\circ\text{C}) and exhibit plate-like morphologies. However, acicular ferrite nucleates intragranularly on non-metallic inclusions, whereas bainite nucleates heterogeneously on prior austenite grain boundaries. This difference in nucleation site is what gives acicular ferrite its chaotic basketweave morphology and superior impact toughness.

Exam Trap 2: Direct Translation of TTT Diagram Data to Welding Cooling Rates Candidates frequently make the mistake of using isothermal TTT diagrams to select welding travel speeds and preheats. Because continuous cooling delays transformation incubation and lowers transformation temperatures, using a TTT diagram will underestimate hardenability and lead to unconservative preheat specifications. Always use CCT diagrams for welding applications.

Exam Trap 3: The Myth of Martensite Formation Halting at MsM_s Certification candidates often confuse MsM_s with the complete transformation to martensite. MsM_s marks only the start of martensite formation (<1%<1\% martensite). As the workpiece cools between MsM_s and MfM_f, the volume fraction of martensite increases athermally. If cooling stops or the part is held between MsM_s and MfM_f, transformation arrests, leaving untransformed austenite.

Test Your Knowledge

Which metallurgical mechanism explains why acicular ferrite (AF) imparts significantly higher low-temperature Charpy V-notch toughness to weld metal than upper bainite?

A

Acicular ferrite nucleates intragranularly on non-metallic inclusions in multiple crystallographic orientations to form a chaotic basketweave that repeatedly deflects cleavage cracks, whereas upper bainite forms parallel packets with continuous interlath carbide films.

B

Acicular ferrite possesses a Face-Centered Cubic (FCC) lattice that does not undergo a ductile-to-brittle transition temperature, whereas upper bainite is hexagonal.

C

Acicular ferrite dissolves all interstitial carbon into solid solution, completely eliminating the presence of iron carbide in the weld metal.

D

Acicular ferrite nucleates exclusively along prior austenite grain boundaries, locking the boundaries against grain boundary sliding at high temperatures.

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