TY - JOUR
T1 - Using open-source microcontrollers to enable digital twin communication for smart manufacturing
AU - Hinchy, E. P.
AU - O'Dowd, N. P.
AU - McCarthy, C. T.
N1 - Publisher Copyright:
© 2019 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
PY - 2019
Y1 - 2019
N2 - One of the key enabling technologies for the smart factory is the Digital Twin, which can be described as a digital model of a physical entity. In smart manufacturing, a digital twin, also referred to as a cyber-physical production system, comprises three integrated components: the product, the process and the machine. In this paper, the design, fabrication and development of a proof of principal manufacturing digital twin demonstrator is discussed. The manufacturing process is a V-bending operation of a thin metallic plate. All three components of a manufacturing digital twin are represented: the metallic plate product, the bending process and the bending machine. Low-cost, IoT-enabled, open-source microcontrollers are used to communicate between the physical and the digital twins. The microcontroller is used to control machine operations, while also extracting sensor data from the system. It is demonstrated that the digital twin enables real-time stress prediction in the product during the bending process, while also tracking and recording machine performance. An information dashboard has also been developed which presents key performance indicators to the end user.
AB - One of the key enabling technologies for the smart factory is the Digital Twin, which can be described as a digital model of a physical entity. In smart manufacturing, a digital twin, also referred to as a cyber-physical production system, comprises three integrated components: the product, the process and the machine. In this paper, the design, fabrication and development of a proof of principal manufacturing digital twin demonstrator is discussed. The manufacturing process is a V-bending operation of a thin metallic plate. All three components of a manufacturing digital twin are represented: the metallic plate product, the bending process and the bending machine. Low-cost, IoT-enabled, open-source microcontrollers are used to communicate between the physical and the digital twins. The microcontroller is used to control machine operations, while also extracting sensor data from the system. It is demonstrated that the digital twin enables real-time stress prediction in the product during the bending process, while also tracking and recording machine performance. An information dashboard has also been developed which presents key performance indicators to the end user.
KW - Cyber-Physical Production Systems
KW - Digital Twin
KW - IoT
KW - Smart Manufacturing
UR - http://www.scopus.com/inward/record.url?scp=85083531412&partnerID=8YFLogxK
U2 - 10.1016/j.promfg.2020.01.212
DO - 10.1016/j.promfg.2020.01.212
M3 - Conference article
AN - SCOPUS:85083531412
SN - 2351-9789
VL - 38
SP - 1213
EP - 1219
JO - Procedia Manufacturing
JF - Procedia Manufacturing
T2 - 29th International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2019
Y2 - 24 June 2019 through 28 June 2019
ER -