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platform-enabled KITs of arTificial intelligence FOR an easy uptake by SMEs

Deliverables

Open call infrastructure

Web platform for proposal submission grant preparation experiment reporting

Digital shop floor data model and data structures

Data model representation through UML Component Diagram and software implementation

Standardisation activities roadmap

Report on the standardisation activities to be performed during the KITT4SME project as well as strategies to handle possible gaps

Evaluation report second round release

Report on the open call proposals evaluation outcomes final release

Collaboration plan with other I4MS projects and DIHs

Document defining a plan of cooperation activities with other projects and initiatives

Open call statistics infographic second round release

Infographic about the proposal submissions in the open call final release

Open call documentation second round release

Call text Guide for Applicants Guide for Evaluators Proposal template final release

Evaluation report first round release

Report on the open call proposals evaluation outcomes first release

Leveraging the network effect

Map of the network effects and plan to exploit them

AI requirements

Requirements concerning the implementation of AI solutions in the context of SMEs to improve performance

Security and privacy: issues and guidelines

Identification of issues related to data security and privacy and possible countermeasures and implementation guidelines

Stakeholder analysis

Report on requirements of DIHs and SMEs for the establishment of a fruitful collaboration with the KITT4SME project

Communication and dissemination strategy and plan

Document defining communication and dissemination strategies along with an implementation plan

Programme for early adopters

Identification and engagement plan of early adopters of the KITT4SME platform including reward system and validation measures

KITT4SME reference architecture

Document providing a blueprint of the KITT4SME platform and guidelines for development of interoperable components

Data models

Document illustrating the data models used by the platform services

Validation methodology

Commonly agreed plans for validation activities in the pilots

Project Handbook and Quality Assurance Plan

Document structured as a handbook describing the project procedures including role descriptions reviewing procedures dissemination procedures communication matrix risk management etc and including quality procedures

Generalised requirements and business processes

Service blueprints and business processes mapped based on BPMN

Technology trend analysis

Mapping of current and planned RD showing skills and competencies that manufacturing industries will need in the future

Open call statistics infographic first round release

Infographic about the proposal submissions in the open call first release

Pilots design

Detailed description of pilots scenarios guiding deployment and validation activities

DIHs-centred ecosystem building strategy

Description of the KITT4SME digital playfield and strategy to establish an ecosystem fitting into it

Demonstration pilot methodology

Description of the stepwise methodology for the pilots implementation and validation

Mid-term communication and dissemination report

Midterm report containing all the measures taken and achieved results against target KPIs

Open call documentation first round release

Call text Guide for Applicants Guide for Evaluators Proposal template first release

Ecosystem Management Body

Rules and policies for ecosystem building process and coordination actions for internal and external stakeholders

Digital Platform Adoption Methodology

A methodology for cultural change in SMEs adopting the KITT4SME solution

Data management plan

Report that outlines how data are to be handled both during a research project and after the project is completed

Publications

Sustainable Green Human Resource Management Practices in Educational Institutions: An Interpretive Structural Modelling and Analytic Hierarchy Process Approach

Author(s): P. Goel, S. Mehta, R. Kumar, F. Castaño
Published in: Sustainability, Issue 19, 2022, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su141912853

A Horse Herd Optimization Algorithm (HOA)-Based MPPT Technique under Partial and Complex Partial Shading Conditions

Author(s): S. Sawar, M. A. Hafeez, M. Y. Javed, A. B. Asghar, K. Ejsmont
Published in: Energies, Issue 19961073, 2022, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15051880

A Framework for Human-aware Collaborative Robotics Systems Development

Author(s): E. Montini, V. Cutrona, S. Dell'Oca, G. Landolfi, A. Bettoni, P. Rocco, E. Carpanzano
Published in: Procedia CIRP, Issue 120, 2023, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2023.09.129

An AI adoption model for SMEs: a conceptual framework

Author(s): Andrea Bettoni, Davide Matteri, Elias Montini, Bartłomiej Gładysz, Emanuele Carpanzano
Published in: IFAC-PapersOnLine, Issue 54/1, 2021, Page(s) 702-708, ISSN 2405-8963
Publisher: Elsevier
DOI: 10.1016/j.ifacol.2021.08.082

Estimation of the Solid Circulation Rate in Circulating Fluidized Bed System Using Adaptive Neuro-Fuzzy Algorithm

Author(s): A.B. Asghar, S. Farooq, M.S. Khurram, M.H. Jaffery, K. Ejsmont
Published in: Energies, Issue 15, 2022, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15010211

Platform-based support for AI uptake by SMEs: guidelines to design service bundles

Author(s): B. Gladysz, D. Matteri, K. Ejsmont, D. Corti, A. Bettoni, R. H. Guerra
Published in: Central European Management Journal, 2023, ISSN 2658-0845
Publisher: Emerald Publishing Limited
DOI: 10.1108/cemj-08-2022-0096

Towards Sustainability of Manufacturing Processes by Multiobjective Optimization: A Case Study on a Submerged Arc Welding Process

Author(s): Daniel Rivas, Ramon Quiza, Marcelino Rivas, Rodolfo E. Haber
Published in: IEEE Access, Issue 8, 2020, Page(s) 212904-212916, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2020.3040196

A two-step machine learning approach for dynamic model selection: A case study on a micro milling process

Author(s): Y.J. Cruz, M. Rivas, R. Quiza, R. Haber, F. Castaño, A. Villalongaa
Published in: Computers in Industry, Issue 01663615, 2022, ISSN 0166-3615
Publisher: Elsevier BV
DOI: 10.1016/j.compind.2022.103764

Ensemble of convolutional neural networks based on an evolutionary algorithm applied to an industrial welding process

Author(s): Yarens J. Cruz, Marcelino Rivas, Ramón Quiza, Alberto Villalonga, Rodolfo E. Haber, Gerardo Beruvides
Published in: Computers in Industry, Issue 133, 2021, Page(s) 103530, ISSN 0166-3615
Publisher: Elsevier BV
DOI: 10.1016/j.compind.2021.103530

Performance Optimization of a Ten Check MPPT Algorithm for an Off-Grid Solar Photovoltaic System

Author(s): M.M. Afzal Awan, M.Y. Javed, A.B. Asghar, K. Ejsmont
Published in: Energies, Issue 19961073, 2022, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15062104

A decision-making framework for dynamic scheduling of cyber-physical production systems based on digital twins

Author(s): Alberto Villalonga, Elisa Negri, Giacomo Biscardo, Fernando Castano, Rodolfo E. Haber, Luca Fumagalli, Marco Macchi
Published in: Annual Reviews in Control, 2021, ISSN 1367-5788
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.arcontrol.2021.04.008

Economic Integration of Renewable and Conventional Power Sources—A Case Study

Author(s): M. M. A. Awan, M. Y. Javed, A. B. Asghar, K. Ejsmont, Z. Rehman
Published in: Energies, Issue 19961073, 2022, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15062141

Towards a smart lean green production paradigm to improve operational performance

Author(s): M. Fiorello, B. Gladysz, D. Corti, M. Wybraniak-Kujawa, K. Ejsmont, M. Sorlini
Published in: Journal of Cleaner Production, Issue 413, 2023, ISSN 0959-6526
Publisher: Elsevier BV
DOI: 10.1016/j.jclepro.2023.137418

An IIoT Platform For Human-Aware Factory Digital Twins

Author(s): E. Montini, V. Cutrona, N. Bonomi, G. Landolfi, A, Bettoni, P. Rocco, E. Carpanzano
Published in: Procedia CIRP, Issue 107, 2022, ISSN 2212-8271
Publisher: Elsevier
DOI: 10.1016/j.procir.2022.05.042

Predictive modelling framework on the basis of artificial neural network: A case of nano-powder mixed electric discharge machining.

Author(s): M. Sana, M..U, Farooq, S. Anwa, R. Haber
Published in: Heliyon, Issue 12, 2023, ISSN 2405-8440
Publisher: Elservier
DOI: 10.1016/j.heliyon.2023.e22508

A meta-model for modular composition of tailored human digital twins in production

Author(s): E. Montini, A. Bettoni, M. Ciavotta, E. Carpanzano, P. Pedrazzoli
Published in: 54th CIRP Conference on Manufacturing Systems, 2021
Publisher: CIRP

A methodology to select wearable devices for Industry 5.0 applications

Author(s): E. Montini, V. Cutrona, B, Gladysz, S. Dell’Oca, G. Landolfi, A, Bettoni
Published in: Proceedings, Issue 1-4, 2022, ISBN 978-1-6654-9996-5
Publisher: IEEE Xplore
DOI: 10.1109/etfa52439.2022.9921627

Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Author(s): K. Ejsmont, B. Gladysz, N. Roczon, A. Bettoni, Z.M. Barut, R. Haber, E. Minisci
Published in: Multisided Business Model for Platform 1 Offering AI Services, 2023, Page(s) Page 105, ISBN 978-3-031-46451-5
Publisher: Springer

Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Author(s): Y.J. Cruz, F. Castaño, R.E. Haber, A. Villalonga, K. Ejsmont, B. Gladysz, A. Flores, P. Alemany
Published in: Self-Reconfiguration for Smart Manufacturing Based on Artificial Intelligence: A Review and Case Study, 2023, Page(s) Page 121, ISBN 978-3-031-46451-5
Publisher: Springer

Artificial Intelligence in Manufacturing - Enabling Intelligent, Flexible and Cost-Effective Production Through AI

Author(s): V. Cutrona, G. Landolfi, R. Alonso, E. Montini, A. Falconi, A. Bettoni
Published in: Architecture of a Software Platform for Affordable Artificial Intelligence in Manufacturing, 2023, Page(s) Page 87, ISBN 978-3-031-46451-5
Publisher: Springer

Artificial Intelligence for Quality Control of manufacturing operations: Macro-mechanical milling in the Pilot Line GAMHE 5.0

Author(s): Rodolfo Haber, Fernando Castaño
Published in: Data set Repository, 2021
Publisher: Zenodo
DOI: 10.5281/zenodo.5602977

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