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PURPOSE
To develop a comprehensive concept for the application of artificial intelligence (AI) and Digital Twins in industrial production to achieve more sustainable, data-driven and self-optimized production, while also taking into account human needs and acceptance.
Typology: Industrial Research
Final Result: FR 1 | Global concept of a digital twin based on ethical, human-centered, biointelligent AI systems.
Responsible Partner: Free University of Bozen-Bolzano
Duration: 36 months
Operative Units: Bozen-Bolzano
DESCRIPTION
WP 1 focuses on creating a comprehensive concept for the application of artificial intelligence (AI) in factories, with the goal of achieving more sustainable, data-driven manufacturing.
To do this, methodologies such as systematic literature review, requirements analysis through Axiomatic Design, use of ontology models, and exploration of technologies such as Digital Twin and AI in industry will be employed.
Expected outcomes include the development of guidelines for ethical design of AI systems, implementation of AI-based service systems, and evaluation of the potential of biointelligent manufacturing systems.
The innovative approach of this research is to consider humans as central to the production system and to examine the practical feasibility of such concepts in areas such as the ceramics industry. This work contributes to both research and industry by offering practical and original solutions.
ACTIVITIES
In order to achieve the purpose of the WP, the activities described below have been planned.
1.1 Analysis of general and specific requirementsSystematic collection of general and specific requirements for the creation of a digital twin and definition of concrete guidelines for the design and implementation of a digital twin..1.2 Definition of the comprehensive concept of an intelligent DTDefinition of the concept of digital shadow and digital twin.1.3 Definition and ontology of an integrated data hubDefinition of the ontology model and concept of a single, integrated data hub.1.4 Prototype implementation, continuous adaptation, and cybersecurity concept of the integrated data hubPrototype implementation of an integrated data hub and definition of the cybersecurity concept.1.5 Guidelines for designing reliable and ethically sustainable AI systemsAnalysis of the values of users and stakeholders of AI systems in the ceramics industry and definition of ethical AI guidelines.1.6 Research of an AI-based service systemResearch of a production chatbot for manufacturing workers..1.7 Exploration of the potential of biointelligent production systemsResearch of a method for deriving biointelligent solutions and analysis of potential for biological transformation.
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