Systematic comparison of software agents and Digital Twins: differences, similarities, and synergies in industrial production

LM Reinpold, LP Wagner, F Gehlhoff… - Journal of Intelligent …, 2024 - Springer
To achieve a highly agile and flexible production, a transformational shift is envisioned
whereby industrial production systems evolve to be more decentralized, interconnected, and …

[HTML][HTML] An industrial agent-based customizable platform for I4. 0 manufacturing systems

A López, O Casquero, E Estévez, A Armentia… - Computers in …, 2023 - Elsevier
The fourth industrial revolution paradigm places value on the management of information
related to the manufacturing process. Reference Architectural Model for Industrie 4.0 (RAMI …

On the use of asset administration shell for modeling and deploying production scheduling agents within a multi-agent system

V Siatras, E Bakopoulos, P Mavrothalassitis… - Applied Sciences, 2023 - mdpi.com
Industry 4.0 (I4. 0) aims at achieving the interconnectivity of multiple industrial assets from
different hierarchical layers within a manufacturing environment. The Asset Administration …

Asset administration shell in manufacturing: Applications and relationship with digital twin

TA Abdel-Aty, E Negri, S Galparoli - IFAC-PapersOnLine, 2022 - Elsevier
Within Industry 4.0 the communication between the physical and the cyber part of
manufacturing system faces an ever-growing rise in complexity. The Asset Administration …

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

SJ Shin, J Um - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
This article presents the development of a systematic method to generate and deploy data
analytics models in an Asset Administration Shell (AAS). This method aims to exchange and …

MBD-Enhanced Asset Administration Shell for Generic Production Line Design

Q Lu, X Shen, J Zhou, M Li - IEEE Transactions on Systems …, 2024 - ieeexplore.ieee.org
The production line must continuously adjust to meet the increasing demand for
individualized products, such as the unmanned aerial vehicle (UAV) production line …

Digital Twin Applications in Manufacturing Industry: A Case Study from a German Multi-National

M Wynn, J Irizar - Future Internet, 2023 - mdpi.com
This article examines how digital twins have been used in a multi-national corporation, what
technologies have been used, what benefits have been delivered, and the significance of …

Use of asset administration shell coupled with ISO 15926 to facilitate the exchange of equipment condition and health status data of a process plant

B Kim, S Kim, H Teijgeler, J Lee, JY Lee, D Lim… - Processes, 2022 - mdpi.com
The digital twin has emerged as a crucial technology for smart production. The Asset
Administration Shell (AAS) is a standard tool that can support the digital representation of a …

Applying AI in the Area of Automation Systems: Overview and Challenges

T Facchinetti, H Li, A Nocera, D Peters… - 2024 IEEE 29th …, 2024 - ieeexplore.ieee.org
Modern Artificial Intelligence (AI) research is having a huge impact in many technological
domains. As in many other research areas, the application of AI in smart factories has been …

[HTML][HTML] Processes, methods, and tools in model-based engineering—A qualitative multiple-case study

J Holtmann, G Liebel, JP Steghöfer - Journal of Systems and Software, 2024 - Elsevier
Research on model-based engineering (MBE) has occasionally touched upon the
relationship between development processes and concrete MBE practices. However, the …