TY - GEN
T1 - A Human-AI Framework to Design Collaborative Cyber Physical Systems
AU - Nazarenko, Artem A.
AU - Camarinha-Matos, Luis M.
N1 - Funding Information:
info:eu-repo/grantAgreement/FCT/Concurso de avaliação no âmbito do Programa Plurianual de Financiamento de Unidades de I&D (2017%2F2018) - Financiamento Base/UIDB%2F00066%2F2020/PT#
info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F00066%2F2020/PT#
Publisher Copyright:
© IFIP International Federation for Information Processing 2024
PY - 2024/6/28
Y1 - 2024/6/28
N2 - The ongoing digitalization processes across various fields present challenges that demand new approaches to address them. A significant challenge involves the collaborative aspect, where smart components of cyber-physical systems (CPS), as well as CPS themselves must collaborate to perform more complex tasks or to adjust to the changing/evolving environment. This has led to emergence of the concept of Collaborative CPS (CCPS). On its turn, the complexity of CCPS requires novel approaches to support the CCPS design process. Therefore, the CCPS designer requires a clear vision of the design process phases, as well as AI-based tools that can support the design process. This work introduces a framework built in line with the Design Science Research Methodology, unveiling the key stages of the design process. Moreover, a set of tools to support the different design process stages are introduced and discussed.
AB - The ongoing digitalization processes across various fields present challenges that demand new approaches to address them. A significant challenge involves the collaborative aspect, where smart components of cyber-physical systems (CPS), as well as CPS themselves must collaborate to perform more complex tasks or to adjust to the changing/evolving environment. This has led to emergence of the concept of Collaborative CPS (CCPS). On its turn, the complexity of CCPS requires novel approaches to support the CCPS design process. Therefore, the CCPS designer requires a clear vision of the design process phases, as well as AI-based tools that can support the design process. This work introduces a framework built in line with the Design Science Research Methodology, unveiling the key stages of the design process. Moreover, a set of tools to support the different design process stages are introduced and discussed.
KW - Collaboration
KW - Collaborative Cyber-Physical Systems
KW - Design Framework
KW - Design Science
KW - Human-AI collaboration
UR - http://www.scopus.com/inward/record.url?scp=85199662616&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-63851-0_2
DO - 10.1007/978-3-031-63851-0_2
M3 - Conference contribution
AN - SCOPUS:85199662616
SN - 978-3-031-63850-3
T3 - IFIP Advances in Information and Communication Technology
SP - 28
EP - 42
BT - Technological Innovation for Human-Centric Systems
A2 - Camarinha-Matos, Luís M.
A2 - Ferrada, Filipa
PB - Springer
CY - Cham
T2 - 15th Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2024
Y2 - 3 July 2024 through 5 July 2024
ER -