A digital twin framework for the simulation and optimization of ...

This paper proposes a digital twin framework for the simulation and optimization of production lines and cells that can be used in the design and operation ...

Request PDF | A digital twin framework for the simulation and optimization of production systems | Industry 4.0 has raised the expectations ...

A digital twin framework for the simulation and optimization of ...

The framework is supported by an architecture that connects manufacturing and machine tool data (digital shadow), the discrete event simulation model and the ...

A digital twin framework for the simulation and optimization of ... - Scilit

Scilit is a comprehensive content aggregator platform for scholarly publications. It is developed and maintained by the open access publisher MDPI AG.

A digital twin framework for the simulation and optimization of ...

A digital twin framework for the simulation and optimization of production systems. Ricondo, I. Porto, A. Ugarte, M. Proceedings: Procedia CIRP. ISSN: 2212 ...

Simulation-Optimization of Digital Twin - IEEE Xplore

This paper proposes a simulation-optimization framework for the DT model of a Beverage Manufacturing Plant.

A digital twin framework for online optimization of supply chain ...

The proposed framework thus brings together contributions from digital supply chain, discrete event simulation, business process management notation, queueing ...

A digital twin framework for the simulation and optimization of ... - OUCI

Korhan. «Digital Twins for Industry 4.0: A Review», en Industrial Engineering in the Digital Disruption Era, Cham, 2020, pp. 193-203.

A digital-twin framework for genomic-based optimization of an ...

This simulation technology is combined with genomic-based algorithms in order to ascertain system parameters to optimize the greenhouse response ...

Digital Twin Simulation and Optimization of Manufacturing Process ...

dated through model-based analysis and simulation experiments. There are various approaches to conducting simulation models,. such ...

A digital twin framework for machine learning optimization of aerial ...

Multiphysics Simulation and Optimization Lab. A digital twin framework for machine learning optimization of aerial fire fighting and pilot safety. Abstract.

Digital twin framework for reconfigurable manufacturing systems ...

... simulation and optimization module blocks. Based on the above ideas, digital twins can quickly provide critical decisions, such as the ...

A Digital Twin-Based Approach for the Optimization of Floor-Ball ...

Siemens Tecnomatix Plant Simulation (TPS) [31] has been used to model and display the floor-ball manufacturing line. TPS is an object-oriented 3D software ( ...

A holistic digital twin simulation framework for industrial facilities

The research question this study addresses is how to digitally couple these subsystems and optimize the overall system's performance in terms of energy and ...

[2204.13859] A Digital Twin Framework for Cyber Security in ... - arXiv

Abstract:Currently, most of the research in digital twins focuses on simulation and optimization. Digital twins are especially useful for ...

[PDF] A framework for data-driven digital twins for smart manufacturing

... based simulation, AI for optimization of simulation within DT, and simulation to support AI approaches in DT. Expand. Add to Library. Alert. 1 Excerpt ...

Simulation optimization for a digital twin using a multi-fidelity ...

The key difference between a digital twin and a standard simulation model is that a digital twin is synchronized using real-time data from the physical ...

Simulation optimization for a digital twin using a multi-fidelity ...

In this article, we describe an algorithm for a multi-fidelity model that uses a simpler low-fidelity neural network meta-model in the first stage of the ...

What Is a Digital Twin? - IBM

After being provided with the relevant data, the digital model can be utilized to conduct various simulations, analyze performance problems and create potential ...

DIGITAL TWIN SIMULATION AND OPTIMIZATION OF ...

... simulation optimization of manufacturing process flows. First, we develop a multi-agent simulation model that describes nonlinear and stochastic dynamics ...