Data Reliability and Digitally-enhanced Quality Management for Zero Defect Manufacturing in Smart Factories and Ecosystems

Livrables

Supplier selection, qualification, evaluation and improvement

Demonstration of Supplier selection, qualification, evaluation and improvement

Roadmap and best practice document for transformation of conventional quality management to DQM for modern manufacturing industry
Handbook online and internal web portal for partners interaction
Framework for a new European approach towards a system-level ZDM solution

This deliverable defines the specifications of the different layers composing the DAT4.ZERO platform and corresponding modules to support the TO-BE scenarios in the pilot lines

Data Management Plan

Pilot on Open Research Data

Publications

Development of an adaptive quality control loop in micro-production using machine learning, analytical gear simulation, and inline focus variation metrology for zero defect manufacturing

Auteurs: Daniel Gauder, Johannes Gölz, Niels Jung, Gisela Lanza
Publié dans: Computers in Industry, Numéro 144, 2023, ISSN 0166-3615
Éditeur: Elsevier BV
DOI: 10.1016/j.compind.2022.103799

Advancing zero defect manufacturing: A state-of-the-art perspective and future research directions

Auteurs: Daryl Powell, Maria Chiara Magnanini, Marcello Colledani, Odd Myklebust
Publié dans: Computers in Industry, Numéro 136, 2022, ISSN 0166-3615
Éditeur: Elsevier BV
DOI: 10.1016/j.compind.2021.103596

Uncertainty-aware Virtual Sensors for Cyber-Physical Systems

Auteurs: Sagar Sen, SINTEF, Oslo, Norway Erik Johannes Husom, SINTEF, Oslo, Norway Arda Goknil, SINTEF, Oslo, Norway Simeon Tverdal, SINTEF, Oslo, Norway Phu Nguyen, SINTEF, Oslo, Norway
Publié dans: IEEE Software, Numéro 1, 2023, Page(s) 1-11, ISSN 1937-4194
Éditeur: IEEE Computer Society
DOI: 10.1109/ms.2023.3306873

A Systematic Review of Data Quality for CPS, IoT, or Industry 4.0 Applications

Auteurs: Phu Nguyen, Sagar Sen, Enrique Garcia-Ceja, Arda Goknil, Karl John Pedersen, Abdillah Suyuthi, Dimitra Politaki, Harris Niavis and Amina Ziegenbein
Publié dans: ACM Computing Surveys, Numéro 55, 2023, Page(s) 1-38, ISSN 0360-0300
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3593043

Migrating monoliths to cloud-native microservices for customizable SaaS

Auteurs: Espen Tønnessen Nordli; Sindre Grønstøl Haugeland; Phu H. Nguyen; Hui Song; Franck Chauvel
Publié dans: Information and Software Technology, Numéro 160, 2023, ISSN 0950-5849
Éditeur: Elsevier BV
DOI: 10.1016/j.infsof.2023.107230

Taming Data Quality in AI-Enabled Industrial Internet of Things

Auteurs: Sagar Sen; Erik Johannes Husom; Arda Goknil; Simeon Tverdal; Phu Nguyen; Iker Mancisidor
Publié dans: IEEE Software, Numéro 6, 2022, Page(s) 35-42, ISSN 0740-7459
Éditeur: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ms.2022.3193975

A decade of research on patterns and architectures for IoT security

Auteurs: Tanusan Rajmohan; Phu H. Nguyen; Nicolas Ferry
Publié dans: Cybersecurity, Numéro 5, 2022, ISSN 2523-3246
Éditeur: Springer

In-Process Monitoring of Hobbing Process Using an Acoustic Emission Sensor and Supervised Machine Learning

Auteurs: Vivian Schiller; Sandra Klaus; Ali Bilen; Gisela Lanza
Publié dans: Algorithms, 16 (4), Art.-Nr.: 183, Numéro 2, 2023, ISSN 1999-4893
Éditeur: MDPI Open Access Publishing
DOI: 10.3390/a16040183

Using the Process Digital Twin as a tool for companies to evaluate the Return on Investment of manufacturing automation

Auteurs: Chiara Caccamo; Paolo Pedrazzoli; Ragnhild Eleftheriadis; Maria Chiara Magnanini
Publié dans: Procedia CIRP, Numéro 1, 2022, ISSN 2212-8271
Éditeur: Elsevier B.V. All
DOI: 10.1016/j.procir.2022.05.052

Edge-based Data Profiling and Repair as a Service for IoT

Auteurs: Simeon Tverdal, Arda Goknil, Phu Nguyen, Erik Johannes Husom, Sagar Sen, Jan Ruh, Francesca Flamigni
Publié dans: IoT '23: Proceedings of the 13th International Conference on the Internet of Things, 2024
Éditeur: Association for Computing Machinery
DOI: 10.1145/3627050.3627065

Reconfiguration of Quality Gates Based on Part Variation Modes in Multi-stage Manufacturing Systems

Auteurs: Ozan Emre Demir, Maria Chiara Magnanini, Marcello Colledani & Davar Hemyari
Publié dans: Production Processes and Product Evolution in the Age of Disruption, 2023
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-34821-1_27

A Systematic Review of Secure IoT Data Sharing

Auteurs: Thanh Thao Thi Tran, Phu Nguyen, Gencer Erdogan
Publié dans: Proceedings of the 9th International Conference on Information Systems Security and Privacy - ICISSP, Numéro 1, 2023, Page(s) 95-105, ISBN 978-989-758-624-8
Éditeur: SciTePress
DOI: 10.5220/0011674200003405

REPTILE: a Tool for Replay-driven Continual Learning in IIoT

Auteurs: Erik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu H. Nguyen
Publié dans: IoT '23: Proceedings of the 13th International Conference on the Internet of Things, 2024
Éditeur: Association for Computing Machinery
DOI: 10.1145/3627050.3630739

A Hybrid Architecture for the Deployment of a Data Quality Management (DQM) System for Zero-Defect Manufacturing in Industry 4.0

Auteurs: Chiara Caccamo; Ragnhild J. Eleftheriadis; Maria Chiara Magnanini; Daryl Powell; Odd Myklebust
Publié dans: 2021
Éditeur: Springer
DOI: 10.1007/978-3-030-85906-0_8

Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things - SEA4DQ'22 Report

Auteurs: Phu H. Nguyen, Sagar Sen, Beatriz Bretones-Cassoli, Nicolas Jourdan, and Maria Chiara Magnanini
Publié dans: ACM SIGSOFT Software Engineering Notes, Numéro 1, 2023, Page(s) 108–111, ISSN 0163-5948
Éditeur: Association for Computing Machinery
DOI: 10.1145/3573074.3573103

Automated Behavior Labeling for IIoT Data

Auteurs: Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu H. Nguyen
Publié dans: IoT '23: Proceedings of the 13th International Conference on the Internet of Things, 2024
Éditeur: Association for Computing Machinery
DOI: 10.1145/3627050.3630725

The Effect of Digitalization and Human-Centric on Companies’ Production Performances

Auteurs: Paul Kengfai Wan, Endre Sølvsberg, Ragnhild Eleftheriadis & Giuseppe Fragapane
Publié dans: International Conference on Flexible Automation and Intelligent Manufacturing, 2023
Éditeur: Springer Link
DOI: 10.1007/978-3-031-38165-2_87

Human in the Data-Driven Zero Defect Manufacturing Loop: Case Examples from Manufacturing Companies

Auteurs: Emrah Arica, Manuel Oliveira, Torbjørn Pedersen, Felix Mannhardt & Odd Myklebust
Publié dans: Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems, Numéro 1, 2023, Page(s) 789–796, ISBN 978-3-031-38164-5
Éditeur: Springer Link
DOI: 10.1007/978-3-031-38165-2_91

Effect of work-force availability on manufacturing systems operations of job shops

Auteurs: Maria Chiara Magnanini; Marcello Colledani; Oleksandr Melnychuk; Davide Caputo
Publié dans: 2021
Éditeur: Elsevier
DOI: 10.1016/j.procir.2021.10.024

AutoConf: Automated Configuration of Unsupervised Learning Systems Using Metamorphic Testing and Bayesian Optimization

Auteurs: Lwin Khin Shar; Arda Goknil; Erik Johannes Husom; Sagar Sen; Yan Naing Tun; Kisub Kim
Publié dans: 2023 38th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2023
Éditeur: IEEE
DOI: 10.1109/ase56229.2023.00094

Migrating Monoliths to Microservices-based Customizable Multi-tenant Cloud-native Apps

Auteurs: Sindre Gronstol Haugeland; Phu H. Nguyen; Hui Song; Franck Chauvel
Publié dans: 2021 47th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), Numéro 3, 2021, Page(s) 170-177, ISBN 978-1-6654-2705-0
Éditeur: IEEE
DOI: 10.1109/seaa53835.2021.00030

Context-driven Policies Enforcement for Edge-based IoT Data Sharing-as-a-Service

Auteurs: Huu-Ha Nguyen; Phu H. Phung; Phu H. Nguyen; Hong-Linh Truong
Publié dans: 2022 IEEE International Conference on Services Computing (SCC), Numéro 3, 2022, Page(s) 221-230, ISBN 978-1-6654-8146-5
Éditeur: IEEE
DOI: 10.1109/scc55611.2022.00041

Software Engineering and AI for Data Quality in Cyber- Physical Systems - SEA4DQ'21 Workshop Report

Auteurs: Phu H. Nguyen; Sagar Sen; Nicolas Jourdan; Beatriz Cassoli; Per Myrseth; Mikel Armendia; Odd Myklebust
Publié dans: Software Engineering and AI for Data Quality in Cyber- Physical Systems - SEA4DQ'21 Workshop Report, Numéro 1, 2022, Page(s) 26–29, ISSN 0163-5948
Éditeur: Association for Computing Machinery
DOI: 10.1145/3502771.3502781

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