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A Deep Learning Model for Predictive Maintenance in Cyber-Physical Production Systems Using LSTM Autoencoders

Sensors (Basel, Switzerland), 2021-02, Vol.21 (3), p.972

2021

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Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders

Sensors (Basel, Switzerland), 2024-05, Vol.24 (10), p.3215

2024

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A Perspective on Artificial Intelligence in Manufacturing

1, 2023

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Energy-Based Prognosis of the Remaining Useful Life of the Coating Segments in Hot Rolling Mill

Applied sciences, 2020-10, Vol.10 (19), p.6827

2020

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Digital Transformation of Production Planning and Control in Manufacturing SMEs-The Mold Shop Case

Applied sciences, 2022-11, Vol.12 (21), p.10788

2022

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On the Use of Asset Administration Shell for Modeling and Deploying Production Scheduling Agents within a Multi-Agent System

Applied sciences, 2023-08, Vol.13 (17), p.9540

2023

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Production Scheduling Based on a Multi-Agent System and Digital Twin: A Bicycle Industry Case

Information (Basel), 2024-06, Vol.15 (6), p.337

2024

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The MAS4AI framework for human-centered agile and smart manufacturing

Frontiers in artificial intelligence, 2023-09, Vol.6, p.1241522-1241522

2023

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An Agent-Based System for Automated Configuration and Coordination of Robotic Operations in Real Time—A Case Study on a Car Floor Welding Process

Journal of Manufacturing and Materials Processing, 2020-09, Vol.4 (3), p.95

2020

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Digital twin-driven supervised machine learning for the development of artificial intelligence applications in manufacturing

International journal of computer integrated manufacturing, 2020-05, Vol.33 (5), p.429-439

2020

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Deep Learning for Estimating the Fill-Level of Industrial Waste Containers of Metal Scrap: A Case Study of a Copper Tube Plant

Applied sciences, 2023-02, Vol.13 (4), p.2575

2023

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The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor

International journal of computer integrated manufacturing, 2019-01, Vol.32 (1), p.1-12

2019

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A quantitative approach to resilience in manufacturing systems

International journal of production research, 2022-12, Vol.60 (24), p.7178-7193

2022

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A concept for context-aware computing in manufacturing: the white goods case

International journal of computer integrated manufacturing, 2016-08, Vol.29 (8), p.839-849

2016

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An industrial Internet of things based platform for context-aware information services in manufacturing

International journal of computer integrated manufacturing, 2018-11, Vol.31 (11), p.1111-1123

2018

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The role of simulation in digital manufacturing: applications and outlook

International journal of computer integrated manufacturing, 2015-01, Vol.28 (1), p.3-24

2015

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A hybrid digital twin approach for proactive quality control in manufacturing

Procedia computer science, 2024, Vol.232, p.3083-3091

2024

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A methodology to assess circular economy strategies for sustainable manufacturing using process eco-efficiency

Journal of cleaner production, 2024-03, Vol.445, p.141289, Article 141289

2024

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An approach towards Zero Defect Manufacturing by combining IIoT data with Industrial Social Networking

Procedia computer science, 2023, Vol.217, p.403-412

2023

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Learning More with Less Data in Manufacturing: The Case of Turning Tool Wear Assessment through Active and Transfer Learning

Processes, 2024-06, Vol.12 (6), p.1262

2024

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Collaborative Maintenance in flow-line Manufacturing Environments: An Industry 4.0 Approach

Procedia CIRP, 2016, Vol.55, p.236-241

2016

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An Augmented Reality Framework for Visualization of Internet of Things Data for Process Supervision in Factory Shop-Floor

Procedia CIRP, 2022, Vol.107, p.1162-1167

2022

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A knowledge-based collaborative platform for PSS design and production

CIRP journal of manufacturing science and technology, 2020-05, Vol.29 (Part B), p.220-231

2020

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A new approach to plan manual assembly

International journal of computer integrated manufacturing, 2018-09, Vol.31 (9), p.907-920

2018

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ErgoToolkit: an ergonomic analysis tool in a virtual manufacturing environment

International journal of computer integrated manufacturing, 2013-05, Vol.26 (5), p.440-452

2013

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A Deep Learning Model for Predictive Maintenance in Cyber-Physical Production Systems Using LSTM Autoencoders

Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders

A Perspective on Artificial Intelligence in Manufacturing

Energy-Based Prognosis of the Remaining Useful Life of the Coating Segments in Hot Rolling Mill

Digital Transformation of Production Planning and Control in Manufacturing SMEs-The Mold Shop Case

On the Use of Asset Administration Shell for Modeling and Deploying Production Scheduling Agents within a Multi-Agent System

Production Scheduling Based on a Multi-Agent System and Digital Twin: A Bicycle Industry Case

The MAS4AI framework for human-centered agile and smart manufacturing

An Agent-Based System for Automated Configuration and Coordination of Robotic Operations in Real Time—A Case Study on a Car Floor Welding Process

Digital twin-driven supervised machine learning for the development of artificial intelligence applications in manufacturing

Deep Learning for Estimating the Fill-Level of Industrial Waste Containers of Metal Scrap: A Case Study of a Copper Tube Plant

The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor

A quantitative approach to resilience in manufacturing systems

A concept for context-aware computing in manufacturing: the white goods case

An industrial Internet of things based platform for context-aware information services in manufacturing

The role of simulation in digital manufacturing: applications and outlook

A hybrid digital twin approach for proactive quality control in manufacturing

A methodology to assess circular economy strategies for sustainable manufacturing using process eco-efficiency

An approach towards Zero Defect Manufacturing by combining IIoT data with Industrial Social Networking

Learning More with Less Data in Manufacturing: The Case of Turning Tool Wear Assessment through Active and Transfer Learning

Collaborative Maintenance in flow-line Manufacturing Environments: An Industry 4.0 Approach

An Augmented Reality Framework for Visualization of Internet of Things Data for Process Supervision in Factory Shop-Floor

A knowledge-based collaborative platform for PSS design and production

A new approach to plan manual assembly

ErgoToolkit: an ergonomic analysis tool in a virtual manufacturing environment

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