Jumyung Um

According to our database, Jumyung Um authored at least 19 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Digital twin for autonomous collaborative robot by using synthetic data and reinforcement learning.

Dongjun Kim, Minho Choi, Jumyung Um

Robotics Comput. Integr. Manuf., February, 2024

Deploying data analytics models in asset administration shells: Energy prediction in manufacturing.

Seung-Jun Shin, Jumyung Um

Eng. Appl. Artif. Intell., 2024

Development of a Customized Blockchain Technology-Based Parameter Matching Protocol for Semiconductor Manufacturing.

Myoung Soo Choi, Jumyung Um, Sang-Seok Lee

IEEE Access, 2024

2023

Development of Digital twin for Plug-and-Produce of a Machine tending system through ISO 21919 interface.

Yong-Keun Park, JoungMin Park, Sujong Kim, Dongyoon Lee, Sangyoon Lee, Jumyung Um

Int. J. Comput. Integr. Manuf., October, 2023

BoxStacker: Deep Reinforcement Learning for 3D Bin Packing Problem in Virtual Environment of Logistics Systems.

Shokhikha Amalana Murdivien, Jumyung Um

Sensors, August, 2023

Workers' Fatigue Status Monitoring System via Wearable Devices.

Jongsu Park, Junhyuck Moon, Jumyung Um

Proceedings of the Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future, 2023

2022

A One-Stage Ensemble Framework Based on Convolutional Autoencoder for Remaining Useful Life Estimation.

Yong-Keun Park, Min-Kyung Kim, Jumyung Um

Sensors, 2022

2020

GadgetArm - Automatic Grasp Generation and Manipulation of 4-DOF Robot Arm for Arbitrary Objects Through Reinforcement Learning.

JoungMin Park, SangYoon Lee, JaeWoon Lee, Jumyung Um

Sensors, 2020

The architecture development of Industry 4.0 compliant smart machine tool system (SMTS).

Byeongwoo Jeon, Joo-Sung Yoon, Jumyung Um, Suk-Hwan Suh

J. Intell. Manuf., 2020

2019

Smart Factory Information Service Bus (SIBUS) for manufacturing application: requirement, architecture and implementation.

SooCheol Yoon, Jumyung Um, Suk-Hwan Suh, Ian Stroud, Joo-Sung Yoon

J. Intell. Manuf., 2019

Edge Computing in Smart Production.

Jumyung Um, Volkan Gezer, Achim Wagner, Martin Ruskowski

Proceedings of the Advances in Service and Industrial Robotics, 2019

Developing a Production Scheduling System for Modular Factory Using Constraint Programming.

Hoonseok Park, Jumyung Um, Jae-Yoon Jung, Martin Ruskowski

Proceedings of the Advances in Service and Industrial Robotics, 2019

2018

Modular augmented reality platform for smart operator in production environment.

Jumyung Um, Jens Popper, Martin Ruskowski

Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

2016

STEP-NC machine tool data model and its applications.

Jumyung Um, Suk-Hwan Suh, Ian Stroud

Int. J. Comput. Integr. Manuf., 2016

2015

Development and evaluation of customisation process for ubiquitous product recovery management system.

Jumyung Um, Ian Anthony Stroud, Suk-Hwan Suh

Int. J. Comput. Integr. Manuf., 2015

Smart tracking to enable disturbance tolerant manufacturing through enhanced product intelligence.

Jumyung Um, Rengarajan Srinivasan, Alan Thorne, Duncan C. McFarlane

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

2014

Integration of Design Intent during the Product Lifecycle Management.

Min-Jung Yoo, Jumyung Um, Ian Stroud, Soumaya El Kadiri, Dimitris Kiritsis

Proceedings of the Product Lifecycle Management for a Global Market, 2014

2009

Developing ISO 14649-based conversational programming system for multi-channel complex machine tools.

Seungjun Shin, Jumyung Um, Joo-Sung Yoon, Suho Jeong, Jae-Min Cha, Suk-Hwan Suh, Dae-Hyuck Chung

Int. J. Comput. Integr. Manuf., 2009

2008

UbiDM: A new paradigm for product design and manufacturing via ubiquitous computing technology.

Suk-Hwan Suh, S.-J. Shin, Joo-Sung Yoon, Jumyung Um

Int. J. Comput. Integr. Manuf., 2008