So-Won Choi

The Engineering Machine-Learning Automation Platform (EMAP): A Big-Data-Driven AI Tool for Contractors’ Sustainable Management Solutions for Plant Projects

So-Won Choi, Eul‐Bum Lee, Jonghyun Kim · Sustainability · 2021 · 74 citations · Full text

Artificial Intelligence, Engineering, Big-data-driven Ai Tool +23

Machine Learning-Based Tap Temperature Prediction and Control for Optimized Power Consumption in Stainless Electric Arc Furnaces (EAF) of Steel Plants

So-Won Choi, Bo-Guk Seo, Eul‐Bum Lee · Sustainability · 2023 · 29 citations · Full text

Search Optimization, Optimized Power Consumption, Engineering +21

Contractor’s Risk Analysis of Engineering Procurement and Construction (EPC) Contracts Using Ontological Semantic Model and Bi-Long Short-Term Memory (LSTM) Technology

So-Won Choi, Eul‐Bum Lee · Sustainability · 2022 · 16 citations · Full text

Construction Project Management, Engineering, Business Intelligence +25

Modeling of Predictive Maintenance Systems for Laser-Welders in Continuous Galvanizing Lines Based on Machine Learning with Welder Control Data

Jin-Seong Choi, So-Won Choi, Eul‐Bum Lee · Sustainability · 2023 · 12 citations · Full text

Engineering, Machine Learning, Industrial Engineering +21

A Prediction Model for Spot LNG Prices Based on Machine Learning Algorithms to Reduce Fluctuation Risks in Purchasing Prices

Sun-Feel Yang, So-Won Choi, Eul‐Bum Lee · Energies · 2023 · 10 citations · Full text