Jumyung Um

Orcid: 0000-0002-8040-6144

According to our database1, Jumyung Um authored at least 17 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Online presence:

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Bibliography

2024
Digital twin for autonomous collaborative robot by using synthetic data and reinforcement learning.
Robotics Comput. Integr. Manuf., February, 2024

2023
Development of Digital twin for Plug-and-Produce of a Machine tending system through ISO 21919 interface.
Int. J. Comput. Integr. Manuf., October, 2023

BoxStacker: Deep Reinforcement Learning for 3D Bin Packing Problem in Virtual Environment of Logistics Systems.
Sensors, August, 2023

Workers' Fatigue Status Monitoring System via Wearable Devices.
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.
Sensors, 2022

2020
GadgetArm - Automatic Grasp Generation and Manipulation of 4-DOF Robot Arm for Arbitrary Objects Through Reinforcement Learning.
Sensors, 2020

The architecture development of Industry 4.0 compliant smart machine tool system (SMTS).
J. Intell. Manuf., 2020

2019
Smart Factory Information Service Bus (SIBUS) for manufacturing application: requirement, architecture and implementation.
J. Intell. Manuf., 2019

Edge Computing in Smart Production.
Proceedings of the Advances in Service and Industrial Robotics, 2019

Developing a Production Scheduling System for Modular Factory Using Constraint Programming.
Proceedings of the Advances in Service and Industrial Robotics, 2019

2018
Modular augmented reality platform for smart operator in production environment.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

2016
STEP-NC machine tool data model and its applications.
Int. J. Comput. Integr. Manuf., 2016

2015
Development and evaluation of customisation process for ubiquitous product recovery management system.
Int. J. Comput. Integr. Manuf., 2015

Smart tracking to enable disturbance tolerant manufacturing through enhanced product intelligence.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

2014
Integration of Design Intent during the Product Lifecycle Management.
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.
Int. J. Comput. Integr. Manuf., 2009

2008
UbiDM: A new paradigm for product design and manufacturing via ubiquitous computing technology.
Int. J. Comput. Integr. Manuf., 2008


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