Indoor Scene Construction Technology Based on 6G Virtual Simulation and CPS

L Jiang, G Wang - Wireless Personal Communications, 2024 - Springer
Our study investigates using a unified framework for indoor scene creation in industrial
settings that combines Cyber-Physical Systems (CPS) with 6G technologies. This research …

Long Short-Term Memory networks for window operation modeling in open-plan offices

F Banihashemi, M Weber, W Lang - Available at SSRN 4508089, 2023 - papers.ssrn.com
This paper introduces a deep learning approach based on long short-term memory (LSTM)
artificial neural networks for predictive window operation modeling of open-plan offices. The …

Convergence of Manufacturing and Networking in Future Factories

I Malanchini, N Michailow, P Agostini… - arXiv preprint arXiv …, 2023 - arxiv.org
The roll out of 5G has been mainly characterized by its distinct support for vertical industries,
especially manufacturing. Leveraging synergies among these two worlds, namely …

Towards factory schedule based adaptation for reliable networking in industrial IoT

SN Anbalagan, F Seraj… - 2020 IEEE 29th …, 2020 - ieeexplore.ieee.org
In this paper, a novel paradigm of adapting wireless communications based on the factory
schedules in an indoor factory floor is explored. Since the fourth industrial revolution (4IR) …

Synthetic Data Generation for improving Deep Learning-based 5G Indoor Positioning

H Vietz, M Hirth, S Baum… - 2023 IEEE 28th …, 2023 - ieeexplore.ieee.org
Gathering sufficient labeled training data to effectively train a high-performing deep learning
model can be particularly challenging in the realm of industrial automation. Depending on …

[HTML][HTML] Deep learning for predictive window operation modeling in open-plan offices

F Banihashemi, M Weber, W Lang - Energy and Buildings, 2024 - Elsevier
This study explores how the past, both short and long-term, affects the predictive window
operation modeling in open-plan offices. To achieve this, the study proposes a deep …

Human-centered Information for Decision-Making Processes of Future Space Designs

K Jens, A Das, MB Kjærgaard… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
In this paper, we propose a Space Inventory Management System (SIMS) framework that
incorporates digital and analog data types to identify tangible space feature compositions as …

Resilient Manufacturing Through 6G Mechanisms: Handling of Unexpected Situations in Industrial Environments

S Barmpounakis, A Karaolanis… - … Conference on 6G …, 2023 - ieeexplore.ieee.org
Emerging demands across diverse industry sectors, notably in manufacturing, are ushering
in a new era of unprecedented challenges. These challenges necessitate a resilient and …

Smart Detection System of Safety Hazards in Industry 5.0

S Bourou, A Maniatis, D Kontopoulos, PA Karkazis - Telecom, 2023 - mdpi.com
Safety management is a priority to guarantee human-centered manufacturing processes in
the context of Industry 5.0, which aims to realize a safe human–machine environment based …

Smart manufacturing multi-site testbed with 5g and beyond connectivity

I Harjula, M Uitto, M Jurmu, J Koskinen… - 2021 IEEE 32nd …, 2021 - ieeexplore.ieee.org
Industry 4.0 is forming the manufacturing industry towards more agile and networked
operations enriched by exploitation of new technology. Manufacturing is also one of the key …