... deformations. This case study describes the complete process on how to go from a nominal CAD model (design intent) towards to a virtually designed compensated lay-up and mold tool. compensation geometry assurance shape distortion simulation composite digital twin Proceedings of the ASME 2023...

.... The proposed approach is validated with a physical robot arm supported by a high-fidelity digital twin model. The experiment results show that our proposed approach outperforms traditional RL based method with improved training speed and guaranteed performance in collision avoidance and path accuracy...

... Abstract This paper explores a new methodology for integrating Internet of Things (IoT) on smart facades and implementing the digital twin concept in kinetic facades to advance the field of intelligent buildings and sustainable lean architecture. Advancements in climate-responsive building...

... show the efficacy and usefulness of this sensor in a digital twin format. The results of this study show the possibility of using Industry 4.0 technology to improve safety conditions in factory settings and will contribute to the advancement of human-robot collaboration and the integration of IoT...

... Abstract Mobile robots coupled with robotic arms are a powerful instrument for factory automation, and they have become more and more popular in last years. Their digital twins allow to simulate the behavior in an industrial environment, increasing the capability to monitor their performance...

...Proceedings of the ASME 2023 International Mechanical Engineering Congress and Exposition IMECE2023 October 29-November 2, 2023, New Orleans, Louisiana IMECE2023-113240 DIGITAL TWIN BASED LEARNING FROM DEMONSTRATION SYSTEM FOR INDUSTRIAL ROBOTS Yevhen Bondarenko1 Simone Luca Pizzagalli1, Vladimir...

...Proceedings of the ASME 2023 International Mechanical Engineering Congress and Exposition IMECE2023 October 29-November 2, 2023, New Orleans, Louisiana IMECE2023-113101 OPTIMIZING A MANUFACTURING PICK-AND-PLACE OPERATION ON A ROBOTIC ARM USING A DIGITAL TWIN LaShaundra Perry1 , David A. Guerra...

...Proceedings of the ASME 2023 International Mechanical Engineering Congress and Exposition IMECE2023 October 29-November 2, 2023, New Orleans, Louisiana IMECE2023-112791 CONCEPTUAL ARCHITECTURE OF DIGITAL TWIN WITH HUMAN-IN-THE-LOOP -BASED SMART MANUFACTURING Duck Bong Kim Department...

... Engineering, Technological University of the Shannon: Midlands Midwest Athlone, Co. Westmeath, Ireland nmurray@research.ait.ie ABSTRACT The Digital Twin (DT) in the manufacturing domain is already the everyday tool for visualizing the various industrial systems, equipment, and produced products. When...

..., repeatability, less setup, and simulation time are the attributes that make this methodology valuable to any virtual commissioning software, an integral part of the smart manufacturing ecosystem. asynchronous assembly autonomous mobile robot electric vehicles smart manufacturing digital twin...

... and simulate this variation is described. This paper also presents a logical approach to how a digital twin for a fully automated production line of compression molded CFRP parts can be built, and to investigate and quantify how much each individual variable contributes to the final variation in the component...

... Abstract The current massive use of machine learning and the 5G networks have supported the high demand for the digital twin and made it more popular and common in the industrial sector and scientific research related to smart manufacturing. As part of this research study, the currently...

... concepts in a lab environment. There will also be a case study where this research will be applied, and the results discussed. Digital Twins is also a proposed component of the research case study that is implemented using Siemens PLM Tecnomatix tool. Future work is to improve the efficiency...

... Abstract Technological advancements have led to the transition of manufacturing industries to Smart Manufacturing and Industry 4.0. Promising concepts such as Digital Twin and Digital Thread could help speed up the transition. One benefit of using digital twins is to enable continuity...

... procedures are time-consuming, expensive, and heavily regulated. This study proposes a Digital Twin (DT) framework to address the time and high costs of mechanical testing procedures in the aviation industry. The proposed DT utilizes new Machine Learning (ML) techniques such as Transfer Learning (TL). Hence...

... of this paper, will be provided some development and contribution in terms of information modelling in the additive manufacturing area. Therefore, will be analyzed the fundamental aspects for developing a digital twin of the optical system of a PBF machine. Moreover, will be applied the concept of a digital...

... models) at thousands of nodal locations and from real sensor measurements (from continuous online monitoring based active ultrasonic sensors and from non-continuous nondestructive testing (NDT) based eddy current measurements is demonstrated. digital twin artificial intelligence machine learning...

... with and without external monitoring tools show risk reduction in the original loss scenarios but new loss scenarios and consuming effort in order to assemble them. We present a methodology to weight the gains and losses of assembling an additional monitoring tool using the Digital Twin. The evaluation of our...

... Abstract This paper aimed to implement a Digital Twin Additive Reconstruction tool to create an explicit characterization of layer-by-layer 3D printed parts in CAD software. While there have been previous approaches to 3D printed CAD reconstruction, they have either faced shortcomings...

... Abstract Smart Manufacturing advances have recently emerged, focused on the integration of Digital Thread (DTh) and Digital Twin (DT). DTh-DT has been explored in additive manufacturing, aircraft production, and weapons. However, there is still an area of opportunity to explore DTh-DT...