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

Project Information

DAT4.ZERO

Grant agreement ID: 958363

DOI 10.3030/958363

Project closed

EC signature date 10 August 2020

Start date 1 October 2020

End date 31 March 2024

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Advanced manufacturing and processing

Total cost € 11 815 903,75

EU contribution € 9 886 512,63

Coordinated by

SINTEF MANUFACTURING AS
Norway

Deliverables

Other (1)

DAT4.ZERO Training materials

Demonstrators, pilots, prototypes (1)

Supplier selection, qualification, evaluation and improvement

Demonstration of Supplier selection, qualification, evaluation and improvement

Websites, patent fillings, videos etc. (1)

project Website

Documents, reports (3)

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

Open Research Data Pilot (1)

Data Management Plan

Pilot on Open Research Data

Publications

Peer reviewed articles (9)

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

Author(s): Daniel Gauder, Johannes Gölz, Niels Jung, Gisela Lanza
Published in: Computers in Industry, Issue 144, 2023, ISSN 0166-3615
Publisher: Elsevier BV
DOI: 10.1016/j.compind.2022.103799

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

Author(s): Daryl Powell, Maria Chiara Magnanini, Marcello Colledani, Odd Myklebust
Published in: Computers in Industry, Issue 136, 2022, ISSN 0166-3615
Publisher: Elsevier BV
DOI: 10.1016/j.compind.2021.103596

Uncertainty-aware Virtual Sensors for Cyber-Physical Systems

Author(s): 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
Published in: IEEE Software, Issue 1, 2023, Page(s) 1-11, ISSN 1937-4194
Publisher: IEEE Computer Society
DOI: 10.1109/ms.2023.3306873

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

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

Migrating monoliths to cloud-native microservices for customizable SaaS

Author(s): Espen Tønnessen Nordli; Sindre Grønstøl Haugeland; Phu H. Nguyen; Hui Song; Franck Chauvel
Published in: Information and Software Technology, Issue 160, 2023, ISSN 0950-5849
Publisher: Elsevier BV
DOI: 10.1016/j.infsof.2023.107230

Taming Data Quality in AI-Enabled Industrial Internet of Things

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

A decade of research on patterns and architectures for IoT security

Author(s): Tanusan Rajmohan; Phu H. Nguyen; Nicolas Ferry
Published in: Cybersecurity, Issue 5, 2022, ISSN 2523-3246
Publisher: Springer

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

Author(s): Vivian Schiller; Sandra Klaus; Ali Bilen; Gisela Lanza
Published in: Algorithms, 16 (4), Art.-Nr.: 183, Issue 2, 2023, ISSN 1999-4893
Publisher: 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

Author(s): Chiara Caccamo; Paolo Pedrazzoli; Ragnhild Eleftheriadis; Maria Chiara Magnanini
Published in: Procedia CIRP, Issue 1, 2022, ISSN 2212-8271
Publisher: Elsevier B.V. All
DOI: 10.1016/j.procir.2022.05.052

Conference proceedings (11)

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

Author(s): Simeon Tverdal, Arda Goknil, Phu Nguyen, Erik Johannes Husom, Sagar Sen, Jan Ruh, Francesca Flamigni
Published in: IoT '23: Proceedings of the 13th International Conference on the Internet of Things, 2024
Publisher: Association for Computing Machinery
DOI: 10.1145/3627050.3627065

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

Author(s): Ozan Emre Demir, Maria Chiara Magnanini, Marcello Colledani & Davar Hemyari
Published in: Production Processes and Product Evolution in the Age of Disruption, 2023
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-34821-1_27

A Systematic Review of Secure IoT Data Sharing

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

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

Author(s): Erik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu H. Nguyen
Published in: IoT '23: Proceedings of the 13th International Conference on the Internet of Things, 2024
Publisher: 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

Author(s): Chiara Caccamo; Ragnhild J. Eleftheriadis; Maria Chiara Magnanini; Daryl Powell; Odd Myklebust
Published in: 2021
Publisher: 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

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

Automated Behavior Labeling for IIoT Data

Author(s): Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu H. Nguyen
Published in: IoT '23: Proceedings of the 13th International Conference on the Internet of Things, 2024
Publisher: Association for Computing Machinery
DOI: 10.1145/3627050.3630725

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

Author(s): Paul Kengfai Wan, Endre Sølvsberg, Ragnhild Eleftheriadis & Giuseppe Fragapane
Published in: International Conference on Flexible Automation and Intelligent Manufacturing, 2023
Publisher: 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

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

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

Author(s): Maria Chiara Magnanini; Marcello Colledani; Oleksandr Melnychuk; Davide Caputo
Published in: 2021
Publisher: Elsevier
DOI: 10.1016/j.procir.2021.10.024

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

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

Book chapters (2)

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

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

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

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

Non-peer reviewed articles (1)

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

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