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ResearcherID: J-1015-2018

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Works (28)

Optimization of Fiber Radiation Processes Using Multi-Objective Reinforcement Learning

International Journal of Precision Engineering and Manufacturing-Green Technology
2025-03 | Journal article
DOI: 10.1007/s40684-024-00644-6
Contributors: Hye Kyung Choi; Whan Lee; Seyed Mohammad Mehdi Sajadieh; Sang Do Noh; Seung Bum Sim; Wu chang Jung; Jeong Ho Jeong
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Crossref

Digital Twin-Based Prediction and Optimization for Dynamic Supply Chain Management

Machines
2025-01-29 | Journal article
DOI: 10.3390/machines13020109
Contributors: Dong-Hun Kim; Goo-Young Kim; Sang Do Noh
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A Mobile Air-Purification Device and Digital Twin for Managing Hazardous Gases at Industrial Sites

2024 | Book chapter
DOI: 10.1007/978-3-031-71633-1_33
Contributors: Seokhwan Yu; Sejin An; Changha Lee; Hyunsuk You; Ilheum Choi; Sang Do Noh
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Digital Twin-Driven Reinforcement Learning for Dynamic Path Planning of AGV Systems

2024 | Book chapter
DOI: 10.1007/978-3-031-71633-1_25
Contributors: Donggun Lee; Yong-Shin Kang; Sang Do Noh; Jaeung Kim; Hijun Kim
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Machine Learning Algorithms for Process Optimization and Quality Prediction of Spinning in Textile Industries

2024 | Book chapter
DOI: 10.1007/978-3-031-62582-4_20
Contributors: Hye Kyung Choi; Whan Lee; Seyed Mohammad Mehdi Sajadieh; Sang Do Noh; Hyun Sik Son; Seung Bum Sim
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Product-Centric Simulation for Proactive Evaluation of Production Plan in Shipyard

2024 | Book chapter
DOI: 10.1007/978-3-031-71633-1_32
Contributors: DongHyun Lee; Jisoo Park; Changha Lee; Seoyoung Jo; Yonghee Kim; Seungwoo Jeon; Jongpil Yun; Sang Do Noh
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Edge Computing-Based Digital Twin Framework Based on ISO 23247 for Enhancing Data Processing Capabilities

Machines
2024-12 | Journal article | Author
DOI: 10.3390/machines13010019
Contributors: Min Su Kang; Dong-Hee Lee; Mahdi Sadeqi Bajestani; Duck Bong Kim; Sang Do Noh
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Multidisciplinary Digital Publishing Institute

Optimization of buffer design for mixed-model sequential production line based on simulation and reinforcement learning

Journal of Intelligent Manufacturing
2024-11-20 | Journal article
DOI: 10.1007/s10845-024-02525-w
Contributors: Jonghwan Choi; Jisoo Park; Sang Do Noh; Ju Yeon Lee
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Design and Implementation of Digital Twin Factory Synchronized in Real-Time Using MQTT

Machines
2024-10-29 | Journal article
DOI: 10.3390/machines12110759
Contributors: Yechang Cho; Sang Do Noh
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Optimization of the Factory Layout and Production Flow Using Production-Simulation-Based Reinforcement Learning

Machines
2024-06-05 | Journal article
DOI: 10.3390/machines12060390
Contributors: Hyekyung Choi; Seokhwan Yu; DongHyun Lee; Sang Do Noh; Sanghoon Ji; Horim Kim; Hyunsik Yoon; Minsu Kwon; Jagyu Han
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Application of Reinforcement Learning to Dyeing Processes for Residual Dye Reduction

International Journal of Precision Engineering and Manufacturing-Green Technology
2024-05 | Journal article
DOI: 10.1007/s40684-024-00627-7
Contributors: Whan Lee; Seyed Mohammad Mehdi Sajadieh; Hye Kyung Choi; Jisoo Park; Sang Do Noh
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An Application of a Wearable Device with Motion-Capture and Haptic-Feedback for Human–Robot Collaboration

2023 | Book chapter
DOI: 10.1007/978-3-031-25182-5_36
Contributors: Jongpil Yun; Goo-Young Kim; Mahdi Sajadieh; Jinho Yang; Donghun Kim; San Do Noh
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Data-Driven Analysis and Assignment of Manual Assembly Production Lines

2023 | Book chapter
DOI: 10.1007/978-3-031-43670-3_37
Contributors: Changha Lee; Jongpil Yun; Goo-Young Kim; Junwoo Lim; Sang Do Noh; Yongjin Kim
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Crossref

Optimized Task Planning of Transfer Robots Using Reinforcement Learning

2023 | Book chapter
DOI: 10.1007/978-3-031-43670-3_41
Contributors: Ji Whan Park; Sang Do Noh
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Prediction of Residual Dye Using Machine Learning Algorithms for an Eco-Friendly Dyeing Process

2023 | Book chapter
DOI: 10.1007/978-3-031-43670-3_34
Contributors: Whan Lee; Hye Kyung Choi; Seyed Mohammad Mehdi Sajadieh; Sang Do Noh; Hyun Sik Son
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Crossref

Cyber-Physical System Platform and Applications for Smart Manufacturing in Global Automotive Industry

2022 | Book chapter
DOI: 10.1007/978-3-031-16411-8_63
Contributors: Jinho Yang; Jonghwan Choi; Joohee Lym; Sang Do Noh; Yong-Shin Kang; Sang Hyun Lee; Hyung Sun Kim; Je-Hoon Lee; Hyun-Jung Kim
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Crossref

Human Digital Twin System for Operator Safety and Work Management

2022 | Book chapter
DOI: 10.1007/978-3-031-16411-8_61
Contributors: Goo-Young Kim; Donghun Kim; Sang Do Noh; Hong Ku Han; Nam Geun Kim; Yong-Shin Kang; Seung Hyun Choi; Dong Hyun Go; Jungmin Song; Dae Yub Lee et al.
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Crossref

Information fusion and systematic logic library-generation methods for self-configuration of autonomous digital twin

Journal of Intelligent Manufacturing
2022-12 | Journal article
DOI: 10.1007/s10845-021-01795-y
Contributors: Kyu Tae Park; Sang Ho Lee; Sang Do Noh
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Crossref

Design and Implementation of Simulation-Based Scheduling System with Reinforcement Learning for Re-Entrant Production Lines

Machines
2022-12-06 | Journal article
DOI: 10.3390/machines10121169
Contributors: Seung-Woo Jeon; Donggun Lee; Seog-Chan Oh; Kyu-Tae Park; Sang-Do Noh; Jorge Arinez
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Crossref
grade
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Digital Twin-Based Analysis and Optimization for Design and Planning of Production Lines

Machines
2022-12-01 | Journal article
DOI: 10.3390/machines10121147
Contributors: Donggun Lee; Chong-Keun Kim; Jinho Yang; Kang-Yeon Cho; Jonghwan Choi; Sang-Do Noh; Seunghoon Nam
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grade
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Digital Twin-Based Integrated Assessment of Flexible and Reconfigurable Automotive Part Production Lines

Machines
2022-01 | Journal article | Author
DOI: 10.3390/machines10020075
Contributors: JINHO YANG; Yoo Ho Son; Donggun Lee; Sang Do Noh
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Multidisciplinary Digital Publishing Institute
grade
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A Conceptual Definition and Future Directions of Urban Smart Factory for Sustainable Manufacturing

Sustainability
2022-01-21 | Journal article
DOI: 10.3390/su14031221
Contributors: Seyed Mohammad Mehdi Sajadieh; Yoo Ho Son; Sang Do Noh
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grade
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Design and Implementation of Digital Twin-Based Application for Global Manufacturing Enterprises

2021 | Book chapter
DOI: 10.1007/978-3-030-85914-5_2
Contributors: Jonghwan Choi; Jinho Yang; Joohee Lym; Sang Do Noh; Yong-Shin Kang; Yu La Joe; Sang Hyun Lee; Jeong Tae Kang; Jungmin Song; Dae Yub Lee et al.
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Crossref

Exploring Economic, Environmental, and Social Sustainability Impact of Digital Twin-Based Services for Smart Production Logistics

2021 | Book chapter
DOI: 10.1007/978-3-030-85914-5_3
Contributors: Goo-Young Kim; Erik Flores-García; Magnus Wiktorsson; Sang Do Noh
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Crossref

Digital Twin and Reinforcement Learning-Based Resilient Production Control for Micro Smart Factory

Applied Sciences
2021-03 | Journal article | Author
DOI: 10.3390/app11072977
Contributors: Kyu-Tae Park; Yoo Ho Son; Sang Wook Ko; Sang Do Noh
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Multidisciplinary Digital Publishing Institute
grade
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VREDI: virtual representation for a digital twin application in a work-center-level asset administration shell

Journal of Intelligent Manufacturing
2021-02 | Journal article
DOI: 10.1007/s10845-020-01586-x
Contributors: Kyu Tae Park; Jinho Yang; Sang Do Noh
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Crossref

Analyzing the Characteristics of Digital Twin and Discrete Event Simulation in Cyber Physical Systems

2020 | Book chapter
DOI: 10.1007/978-3-030-57997-5_28
Contributors: Erik Flores-García; Goo-Young Kim; Jinho Yang; Magnus Wiktorsson; Sang Do Noh
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Crossref

Integrated Platform and Digital Twin Application for Global Automotive Part Suppliers

2020 | Book chapter
DOI: 10.1007/978-3-030-57997-5_27
Contributors: Jinho Yang; Sangho Lee; Yong-Shin Kang; Sang Do Noh; Sung Soo Choi; Bo Ra Jung; Sang Hyun Lee; Jeong Tae Kang; Dae Yub Lee; Hyung Sun Kim
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