Jumyung Um

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 15

Top Topics

Production Scheduling

Wearable Devices

Natural Actor Critic

Reinforcement Learning

Top Venues

Int. J. Comput. Integr. Manuf.

J. Intell. Manuf.

Publications

Dongjun Kim, Minho Choi, Jumyung Um
Digital twin for autonomous collaborative robot by using synthetic data and reinforcement learning. Robotics Comput. Integr. Manuf. 85 (2024)
Myoung Soo Choi, Jumyung Um, Sang-Seok Lee
Development of a Customized Blockchain Technology-Based Parameter Matching Protocol for Semiconductor Manufacturing. IEEE Access 12 (2024)
Shokhikha Amalana Murdivien, Jumyung Um
BoxStacker: Deep Reinforcement Learning for 3D Bin Packing Problem in Virtual Environment of Logistics Systems. Sensors 23 (15) (2023)
Yong-Keun Park, JoungMin Park, Sujong Kim, Dongyoon Lee, Sangyoon Lee, Jumyung Um
Development of Digital twin for Plug-and-Produce of a Machine tending system through ISO 21919 interface. Int. J. Comput. Integr. Manuf. 36 (10) (2023)
Jongsu Park, Junhyuck Moon, Jumyung Um
Workers' Fatigue Status Monitoring System via Wearable Devices. SOHOMA (2023)
Yong-Keun Park, Min-Kyung Kim, Jumyung Um
A One-Stage Ensemble Framework Based on Convolutional Autoencoder for Remaining Useful Life Estimation. Sensors 22 (7) (2022)
JoungMin Park, SangYoon Lee, JaeWoon Lee, Jumyung Um
GadgetArm - Automatic Grasp Generation and Manipulation of 4-DOF Robot Arm for Arbitrary Objects Through Reinforcement Learning. Sensors 20 (21) (2020)
Byeongwoo Jeon, Joo-Sung Yoon, Jumyung Um, Suk-Hwan Suh
The architecture development of Industry 4.0 compliant smart machine tool system (SMTS). J. Intell. Manuf. 31 (8) (2020)
SooCheol Yoon, Jumyung Um, Suk-Hwan Suh, Ian Stroud, Joo-Sung Yoon
Smart Factory Information Service Bus (SIBUS) for manufacturing application: requirement, architecture and implementation. J. Intell. Manuf. 30 (1) (2019)
Jumyung Um, Volkan Gezer, Achim Wagner, Martin Ruskowski
Edge Computing in Smart Production. RAAD (2019)
Hoonseok Park, Jumyung Um, Jae-Yoon Jung, Martin Ruskowski
Developing a Production Scheduling System for Modular Factory Using Constraint Programming. RAAD (2019)
Jumyung Um, Jens Popper, Martin Ruskowski
Modular augmented reality platform for smart operator in production environment. ICPS (2018)
Jumyung Um, Suk-Hwan Suh, Ian Stroud
STEP-NC machine tool data model and its applications. Int. J. Comput. Integr. Manuf. 29 (10) (2016)
Jumyung Um, Ian Anthony Stroud, Suk-Hwan Suh
Development and evaluation of customisation process for ubiquitous product recovery management system. Int. J. Comput. Integr. Manuf. 28 (9) (2015)
Jumyung Um, Rengarajan Srinivasan, Alan Thorne, Duncan C. McFarlane
Smart tracking to enable disturbance tolerant manufacturing through enhanced product intelligence. INDIN (2015)
Min-Jung Yoo, Jumyung Um, Ian Stroud, Soumaya El Kadiri, Dimitris Kiritsis
Integration of Design Intent during the Product Lifecycle Management. PLM (2014)
Seungjun Shin, Jumyung Um, Joo-Sung Yoon, Suho Jeong, Jae-Min Cha, Suk-Hwan Suh, Dae-Hyuck Chung
Developing ISO 14649-based conversational programming system for multi-channel complex machine tools. Int. J. Comput. Integr. Manuf. 22 (6) (2009)
Suk-Hwan Suh, S.-J. Shin, Joo-Sung Yoon, Jumyung Um
UbiDM: A new paradigm for product design and manufacturing via ubiquitous computing technology. Int. J. Comput. Integr. Manuf. 21 (5) (2008)