Applied and basic Machine intelligence research

Volume & Issue: Volume 3, Issue 2, December 2025, Pages 1-197

Full issue file

Original Article

Smart Steel Industry: A Review of Practical Applications of Artificial Intelligence in Optimization, Sustainability, and Digital Transformation of Production Processes

Pages 1-16

10.22034/abmir.2025.23461.1146

Razieh Sheikhpour

Steel Price Time Series Forecasting Using a Patch-based Transformer Architecture

Pages 17-33

10.22034/abmir.2025.23536.1152

Fatemeh Zare Mehrjardi; Abbas Norouzi

Detection of Steel Bilayer Defects Using Artificial Neural Networks: A Machine Vision and Deep Learning Approach

Pages 35-52

10.22034/abmir.2025.23565.1159

Mostafa Majidi; Seyedamir Makinejadsanij

Smart Energy Optimization and Adaptive Control of Electric Arc Furnaces in the Steel Industry using Digital Twin and Neural Networks

Pages 53-71

10.22034/abmir.2025.23151.1128

Sara Mahmoudi Rashid

Steel Surface Defect Classification Using an Improved VGG16-Based Model

Pages 73-88

10.22034/abmir.2025.23563.1162

Touba Torabipour; Abolfazl Gandomi

A Hybrid Model for Data-Driven Energy Consumption Forecasting in the Steel Industry: An Approach Based on LSTM and Hyperparameter Optimization with the Optuna Algorithm

Pages 89-105

10.22034/abmir.2025.23569.1157

Leila Zolqadr; Majid Shakhsi-Niaei; Yahia Zare Mehrjerdid; Mohammad Mehdi Lotfi

Automatic Detection of Defective Round Steel Billets from Straightening Machine Output Using Machine Vision Techniques

Pages 107-123

10.22034/abmir.2025.23720.1171

Rastin Namiranian; Sahar Soltani; Vali Derhami

SSLA-Net: Semantic–Spatial Learning Architecture for Robust Steel Surface Defect Detection

Pages 125-139

10.22034/abmir.2025.23624.1166

Masoumeh Rezaei; Mansoureh Rezaei; Mehri Rajaei

Intelligent Quality Control and Defect Detection in Steel Manufacturing Processes Using Deep Learning and Image Processing for Energy Optimization

Pages 141-158

10.22034/abmir.2025.23661.1167

Fatemeh Saadatjou; Moslem Molalie

Intelligent Process Modeling of a Pelletizing Furnace: A Case Study at Golgohar Mining and Industrial Company

Pages 159-173

10.22034/abmir.2025.23568.1156

Mohadese Rezaei; Hossein Nezamabadi-pour; Reza Khksar-pour

Analysis and Identification of Key Features for Classifying Surface Defects in Steel Plates Using Machine Learning Models and Data Balancing Techniques

Pages 175-186

10.22034/abmir.2025.23555.1155

Habib Khodadadi; Seyed Ali Mehri; Mahsa Khodadadi

Improving Steel Surface Defect Segmentation by Optimizing Gabor Filter Hyperparameters Using a Genetic Algorithm and Random Forest Classification

Pages 187-197

10.22034/abmir.2025.23933.1182

Parisa Fathian Broujeni; Fariba Namiranian; Fahimeh Rashidy

Applied and basic Machine intelligence research

Journal Archive

Volume 3 (2025)

Issue 2

Issue 1

Volume 2 (2024)

Volume 1 (2023)