Skip to main content

Big Data Value Spaces for COmpetitiveness of European COnnected Smart FacTories 4.0

Deliverables

Risk Management Plan v3

Continuous risk assessment document v3

BOOST 4.0 standardization & certification v1

I4.0 standards and certification

Annual communication plan and actions v3

Annual communication plan and actions v3

Annual demonstration plan and actions v1

Annual demonstration plan and actions v1

Interim Progress Report V1

Documents of project progress towards

Pilot-scale Planning and Coordination

Description of the Pilots at M24 for Public Dissemination

Industrial Data Space v3

Trusted BOOST 4.0 data connectors and collaborative big data infrastructure (edge, hybrid cloud, HPC, iSpace) and data service marketplace. A report/manual will be also provided to document the prototype delivered.

Interim Progress Report v2

Documents of project progress towards EC

BOOST 4.0 standardization & certification v2

I4.0 standards and certification

Annual communication plan and actions v1

Annual communication plan and actions v1

Annual demonstration plan and actions v2

Annual demonstration plan and actions v2

Final Pilot-Scale Planning

Final description of the pilots for public dissemination

Annual communication plan and actions v4

Annual communication plan and actions v4

Risk Management Plan v2

Continuous risk assessment document v2

Pilot Requirements and Use Cases Specification v2

Functional and non-functional requirements

Annual communication plan and actions v2

Annual communication plan and actions v2

Risk Management Plan v1

Continuous risk assessment document v1

Pilot Requirements and Use Cases Specification v1

Functional and non-functional requirements

Project management plan and fact sheet

Project governance and operations

Industrial Data Space v1

Trusted BOOST 4.0 data connectors and collaborative big data infrastructure (edge, hybrid cloud, HPC, iSpace) and data service marketplace. A report/manual will be also provided to document the prototype delivered.

Big Data Models and Analytics Platform v2

Predictive and prescriptive models and extensions of digital manufacturing platforms for BOOST 4.0 IDS support. A report/manual will be also provided to document the prototype delivered.

Industrial Data Space v2

Trusted BOOST 4.0 data connectors and collaborative big data infrastructure (edge, hybrid cloud, HPC, iSpace) and data service marketplace. A report/manual will be also provided to document the prototype delivered.

Big Data Models and Analytics Platform v1

Predictive and prescriptive models and extensions of digital manufacturing platforms for BOOST 4.0 IDS support. A report/manual will be also provided to document the prototype delivered.

Publications

A Knowledge Graph for Industry 4.0

Author(s): Sebastian R. Bader, Irlan Grangel-Gonzalez, Priyanka Nanjappa, Maria-Esther Vidal, Maria Maleshkova
Published in: The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31–June 4, 2020, Proceedings, Issue 12123, 2020, Page(s) 465-480
DOI: 10.1007/978-3-030-49461-2_27

A Scalable Framework for Quality Assessment of RDF Datasets

Author(s): Gezim Sejdiu, Anisa Rula, Jens Lehmann, Hajira Jabeen
Published in: The Semantic Web – ISWC 2019 - 18th International Semantic Web Conference, Auckland, New Zealand, October 26–30, 2019, Proceedings, Part II, Issue 11779, 2019, Page(s) 261-276
DOI: 10.1007/978-3-030-30796-7_17

The International Data Spaces Information Model – An Ontology for Sovereign Exchange of Digital Content

Author(s): Sebastian Bader, Jaroslav Pullmann, Christian Mader, Sebastian Tramp, Christoph Quix, Andreas W. Müller, Haydar Akyürek, Matthias Böckmann, Benedikt T. Imbusch, Johannes Lipp, Sandra Geisler, Christoph Lange
Published in: The Semantic Web – ISWC 2020 - 19th International Semantic Web Conference, Athens, Greece, November 2–6, 2020, Proceedings, Part II, Issue 12507, 2020, Page(s) 176-192
DOI: 10.1007/978-3-030-62466-8_12

Detecting Anomalous Behavior Towards Predictive Maintenance

Author(s): Athanasios Naskos, Anastasios Gounaris, Ifigeneia Metaxa, Daniel Köchling
Published in: Advanced Information Systems Engineering Workshops - CAiSE 2019 International Workshops, Rome, Italy, June 3-7, 2019, Proceedings, Issue 349, 2019, Page(s) 73-82
DOI: 10.1007/978-3-030-20948-3_7

A Hybrid Machine Learning Approach for Predictive Maintenance in Smart Factories of the Future

Author(s): Sangje Cho, Gökan May, Ioannis Tourkogiorgis, Roberto Perez, Oscar Lazaro, Borja de la Maza, Dimitris Kiritsis
Published in: Advances in Production Management Systems. Smart Manufacturing for Industry 4.0 - IFIP WG 5.7 International Conference, APMS 2018, Seoul, Korea, August 26-30, 2018, Proceedings, Part II, Issue 536, 2018, Page(s) 311-317
DOI: 10.1007/978-3-319-99707-0_39

Enriching Smart Contracts with Temporal Aspects

Author(s): Fabiana Fournier, Inna Skarbovsky
Published in: Blockchain – ICBC 2019 - Second International Conference, Held as Part of the Services Conference Federation, SCF 2019, San Diego, CA, USA, June 25–30, 2019, Proceedings, Issue 11521, 2019, Page(s) 126-141
DOI: 10.1007/978-3-030-23404-1_9

Towards a Scalable Semantic-Based Distributed Approach for SPARQL Query Evaluation

Author(s): Gezim Sejdiu, Damien Graux, Imran Khan, Ioanna Lytra, Hajira Jabeen, Jens Lehmann
Published in: Semantic Systems. The Power of AI and Knowledge Graphs - 15th International Conference, SEMANTiCS 2019, Karlsruhe, Germany, September 9–12, 2019, Proceedings, Issue 11702, 2019, Page(s) 295-309
DOI: 10.1007/978-3-030-33220-4_22

Predictive Maintenance for Injection Molding Machines Enabled by Cognitive Analytics for Industry 4.0

Author(s): Vaia Rousopoulou, Alexandros Nizamis, Thanasis Vafeiadis, Dimosthenis Ioannidis, Dimitrios Tzovaras
Published in: Frontiers in Artificial Intelligence, Issue 3, 2020, ISSN 2624-8212
DOI: 10.3389/frai.2020.578152

Towards the behavior analysis of chemical reactors utilizing data-driven trend analysis and machine learning techniques

Author(s): E. Lithoxoidou, C. Ziogou, T. Vafeiadis, S. Krinidis, D. Ioannidis, S. Voutetakis, D. Tzovaras
Published in: Applied Soft Computing, Issue 94, 2020, Page(s) 106464, ISSN 1568-4946
DOI: 10.1016/j.asoc.2020.106464

Mapping RDF Databases to Property Graph Databases

Author(s): Renzo Angles, Harsh Thakkar, Dominik Tomaszuk
Published in: IEEE Access, Issue 8, 2020, Page(s) 86091-86110, ISSN 2169-3536
DOI: 10.1109/access.2020.2993117

A DIN Spec 91345 RAMI 4.0 Compliant Data Pipelining Model: An Approach to Support Data Understanding and Data Acquisition in Smart Manufacturing Environments

Author(s): Kevin Nagorny, Sebastian Scholze, Armando Walter Colombo, Jose Barata Oliveira
Published in: IEEE Access, Issue 8, 2020, Page(s) 223114-223129, ISSN 2169-3536
DOI: 10.1109/access.2020.3045111

SOLIOT—Decentralized Data Control and Interactions for IoT

Author(s): Sebastian R. Bader, Maria Maleshkova
Published in: Future Internet, Issue 12/6, 2020, Page(s) 105, ISSN 1999-5903
DOI: 10.3390/fi12060105

Implementation and Transfer of Predictive Analytics for Smart Maintenance: A Case Study

Author(s): Sebastian von Enzberg, Athanasios Naskos, Ifigeneia Metaxa, Daniel Köchling, Arno Kühn
Published in: Frontiers in Computer Science, Issue 2, 2020, ISSN 2624-9898
DOI: 10.3389/fcomp.2020.578469

Semantic MBD for metrology: approach and benefits

Author(s): Deniz Ozturk, Daniel Campbell, Jimmy Nguyen
Published in: Newsletter, Issue Year 17 nr 2, 2020, Page(s) 46-51

Blockchain technology in IDS

Author(s): Matthijs Punter (TNO), Fabiana Fournier (IBM) ,Inna Skarbovski (IBM)
Published in: 2020

A Digital Twin for Intra-Logistics Process Planning for the Automotive Sector Supported by Big Data Analytics

Author(s): Guilherme Guerreiro, Paulo Figueiras, Ruben Costa, Maria Marques, Diogo Graça, Gisela Garcia, Ricardo Jardim-Gonçalves
Published in: Volume 2B: Advanced Manufacturing, 2019
DOI: 10.1115/imece2019-11362

Metadata management in a big data infrastructure.

Author(s): Roxana-Maria Holom, Katharina Rafetseder, Stefanie Kritzinger, Harald Sehrschön
Published in: 2020

Efficiency assessment of event-based predictive maintenance in Industry 4.0

Author(s): Athansios Naskos ,Anastasios Gounaris
Published in: 2019

A Self-Adapted Swarm Architecture to Handle Big Data for “Factories of the Future”

Author(s): Guilherme Guerreiro, Ruben Costa, Paulo Figueiras, Diogo Graça, Ricardo Jardim-Gonçalves
Published in: IFAC-PapersOnLine, Issue 52/13, 2019, Page(s) 916-921, ISSN 2405-8963
DOI: 10.1016/j.ifacol.2019.11.356

Metadata management in a big data infrastructure

Author(s): Roxana-Maria Holom, Katharina Rafetseder, Stefanie Kritzinger, Harald Sehrschön
Published in: Procedia Manufacturing, Issue 42, 2020, Page(s) 375-382, ISSN 2351-9789
DOI: 10.1016/j.promfg.2020.02.060

IDSA Rule Book

Author(s): Sebastian Steinbuss et al
Published in: 2021

IDSA Reference Architecture Model

Author(s): Dr.-Ing. Boris Otto, Sebastian Steinbuss, Andreas Teuscher, Dr.-Ing Steffen Lohmann
Published in: 2019

Evaluation and comparison of open standards for digital twin in Industry 4.0

Author(s): Antero Vaarnamo
Published in: 2021

Software toolkits for prototyping autonomous mobile robots -Ohjelmistoympäristöt itsenäisten mobiilirobottien testaamiseen

Author(s): Haapajärvi, Teo
Published in: 2020