Volume.47 No.2 June 2024

• Improving the Performance of Machine Learning Models for Anomaly Detection based on Vibration Analog Signals

  Jaehun Kim, Sangcheon Eom, Chulsoon Park

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.1-9

  DOI:https://doi.org/10.11627/jksie.2024.47.2.001

  Open abstract

• Real-time Fault Detection System of a Pneumatic Cylinder Via Deep-learning Model Considering Time-variant Characteristic of Sensor Data

  Byeong Su Kim, Geun Myeong Song, Min Jeong Lee, Sujeong Baek

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.10-20

  DOI:https://doi.org/10.11627/jksie.2024.47.2.010

  Open abstract

• Applying NIST AI Risk Management Framework: Case Study on NTIS Database Analysis Using MAP, MEASURE, MANAGE Approaches

  Jung Sun Lim, Seoung Hun Bae, Taehoon Kwon

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.21-29

  DOI:https://doi.org/10.11627/jksie.2024.47.2.021

  Open abstract

• Study on Failure Classification of Missile Seekers Using Inspection Data from Production and Manufacturing Phases

  Ye-Eun Jeong, Kihyun Kim, Seong-Mok Kim, Youn-Ho Lee, Ji-Won Kim, Hwa-Young Yong, Jae-Woo Jung, Jung-Won Park, Yong Soo Kim

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.30-39

  DOI:https://doi.org/10.11627/jksie.2024.47.2.030

  Open abstract

• A Linear Programming-Based Algorithm for Raw Recycled Material Mixtures in the Aluminum Alloy Fabrication Process

  Min-Ju Kang, Ji-Hoon Kim, Kyeong-Jin Song, Yu-Jin Byun, Jae-Gon Kim

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.40-47

  DOI:https://doi.org/10.11627/jksie.2024.47.2.040

  Open abstract

• Branch and Bound Algorithm for Single Machine Scheduling with Step-Improving Jobs

  Jun-Ho Lee

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.48-56

  DOI:https://doi.org/10.11627/jksie.2024.47.2.048

  Open abstract

• Economic Feasibility Analysis of ‘Hye-Ahn’, a Government-Wide Big Data Platform

  Myong-Hee Kim, Heung-Kyu Kim

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.57-64

  DOI:https://doi.org/10.11627/jksie.2024.47.2.057

  Open abstract

• Optimization Routing Model for Installation of Clustered Engineering Obstacles with Precedence Constraint

  Dongkeun Yoo, Suhwan Kim

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.65-73

  DOI:https://doi.org/10.11627/jksie.2024.47.2.065

  Open abstract

• Improving Dynamic Missile Defense Effectiveness Using Multi-Agent Deep Q-Network Model

  Min Gook Kim, Dong Wook Hong, Bong Wan Choi, Ji Hoon Kyung

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.74-83

  DOI:https://doi.org/10.11627/jksie.2024.47.2.074

  Open abstract

• A Study on Effect of Army Risk Assessment System for Preventing Safety Accidents

  Minsuk Park, Byungho Beak, Seungbae Park, Namjoo Jeon

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.84-92

  DOI:https://doi.org/10.11627/jksie.2024.47.2.084

  Open abstract

• Analysis of the Impact of Enterprise Risk Management (ERM) on the Project Success through PRM Process: Focused on the Overseas Construction Projects

  Sullim Jung, Seung-Chul Kim, Dae-Cheol Kim

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.93-106

  DOI:https://doi.org/10.11627/jksie.2024.47.2.093

  Open abstract

• The Effect of Personality Types of Work-Learning Dual Program Workers on Training Achievement

  Su-Jin Han, Soo-Yong Park, Dong-Hyung Lee

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.107-115

  DOI:https://doi.org/10.11627/jksie.2024.47.2.107

  Open abstract

• A Reinforcement Learning Model for Dispatching System through Agent-based Simulation

  Minjung Kim, Moonsoo Shin

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.116-123

  DOI:https://doi.org/10.11627/jksie.2024.47.2.116

  Open abstract

• Analysis of Factors Affecting R&D Adoption Intention: Including the Moderating Effect of Dependence

  HanJu Kim, Jeman Boo, Dasol Lee

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.124-133

  DOI:https://doi.org/10.11627/jksie.2024.47.2.124

  Open abstract

• Instruction Fine-tuning and LoRA Combined Approach for Optimizing Large Language Models

  Sang-Gook Kim, Kyungran Noh, Hyuk Hahn, Boong Kee Choi

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.134-146

  DOI:https://doi.org/10.11627/jksie.2024.47.2.134

  Open abstract

• Research of the Efficient Grid-based Path Planning for Large-Scale Delivery in the Urban Environment

  Hanseob Lee, Hoon Jung

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.147-154

  DOI:https://doi.org/10.11627/jksie.2024.47.2.147

  Open abstract

• Development of the Demand Forecasting and Product Recommendation Method to Support the Small and Medium Distribution Companies based on the Product Recategorization

  Sangil Lee, Yeong-Woong Yu, Dong-Gil Na

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.155-167

  DOI:https://doi.org/10.11627/jksie.2024.47.2.155

  Open abstract

• Parcel Locker Locations and Dynamic Vehicle Routing Problem with Traffic Congestion

  Chaehyun Kim, Gitae Kim

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.168-175

  DOI:https://doi.org/10.11627/jksie.2024.47.2.168

  Open abstract

• Structural Representation of VTOL Drone Flight Route using Nested Graph Structure and Analysis of Its Time Attributes

  Yeong-Woong Yu, Hanseob Lee, Sangil Lee, Moon Sung Park, Hoon Jung

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.176-189

  DOI:https://doi.org/10.11627/jksie.2024.47.2.176

  Open abstract

• Comparative Analysis of Operation Policies for a Zone Picking System

  Mi Lim Lee

  Journal of Korean Society of Industrial and Systems Engineering :: Vol.47 No.2 pp.190-197

  DOI:https://doi.org/10.11627/jksie.2024.47.2.190

  Open abstract