[HTML][HTML] Predicting the parabolic growth rate constant for high-temperature oxidation of steels using machine learning models

S Aghaeian, F Nourouzi, WG Sloof, JMC Mol… - Corrosion …, 2023 - Elsevier
The parabolic growth rate constant (kp) of high-temperature oxidation of steels is predicted
via a data analytics approach. Four machine learning models including Artificial Neural …

Oxidation kinetics of Fe-(2-10) Mn-xSb alloys during annealing

B Pourbahari, JR McDermid - Materialia, 2023 - Elsevier
The selective oxidation kinetics of a series of Fe-(2-10) Mn-(0.00/0.01/0.03) Sb (at. pct) were
determined and a model was proposed for analyzing oxide growth during intercritical …

Numerical model for short-time high-temperature isothermal oxidation of Fe–Mn binaries at high oxygen partial pressure

S Aghaeian, JC Brouwer, WG Sloof, JMC Mol… - … Corrosion of Materials, 2023 - Springer
Since the oxidation reactions in the process of steel production occur in harsh conditions (ie,
high temperatures and gas atmospheres), it is practically impossible to observe in situ the …

[HTML][HTML] Understanding of selective oxidation of Fe-Mn binary alloys during continuous annealing through X-ray photoelectron spectroscopy

L Gong, D Alamarguy, N Ruscassier… - Corrosion …, 2023 - Elsevier
Abstract Selective oxidation of Fe-Mn alloys was characterizied through X-ray photoelectron
spectroscopy and scanning/transmission electron microscopy during industrial continuous …

[HTML][HTML] Influence of Si content on selective oxidation and oxide scale phase transition during hot-rolled coiling

W Zhang, S Liu, W Mao, G Wu, X Jin - Journal of Materials Research and …, 2023 - Elsevier
The internal oxidation formed during the advanced high-strength steels hot-rolled coiling
process can be inherited into the cold-rolled sheet and impact the final product quality …

Effect of inter-critical annealing atmosphere on microstructure and subsequent corrosion behavior of hot-dip galvanized Mn containing high-strength steel

H Kancharla, GK Mandal, NK Prasad… - Journal of Applied …, 2024 - Springer
A systematic study is performed on the development of hot-dip galvanized coatings on a Mn-
containing high-strength steel sheet by varying the dew point (− 50,− 10, and+ 10° C) during …

Role of dew points and Fe pre-coats on the galvanizing and galvannealing of dual phase steel

MG Walunj, GK Mandal, RK Ranjan, R Pais… - Surface and Coatings …, 2021 - Elsevier
In this study, the galvanizing and galvannealing ability of dual phase steel sheet (DP 590),
with and without Fe pre-coatings, is investigated with varying dew points using a hot dip …

Nucleation and growth of oxide particles on a binary Fe-Mn (1 wt.%) alloy during annealing

L Gong, N Ruscassier, P Chrétien, P Haghi-Ashtiani… - Corrosion …, 2020 - Elsevier
Abstract An Fe-Mn (1 wt.%) alloy was annealed at 800° C in N 2-5 vol.% H 2 with a dew
point of− 40° C. The nucleation and growth of external selective oxides of MnO were …

Numerical Modeling and Experiment for Isothermal Selective External Oxidation Behavior of Fe-Mn Binary alloys

Z Ma, J Liu, W Mao, X Jin, G Wu - Surfaces and Interfaces, 2024 - Elsevier
This paper described work undertaken to the selective external oxidation of Fe-Mn binary
alloys during isothermal recrystallization annealing. The effect of different peak temperature …

The effect of Sn microalloying on the selective oxidation of Fe-(6-10 at.%) Mn alloys

J Wagner, JR McDermid - Materialia, 2024 - Elsevier
To evaluate the suitability of Sn microalloying as strategy to decrease the selective oxidation
kinetics of Mn-alloyed advanced steels, the effects of 0.01 and 0.03 at.% Sn micro-additions …