TY - GEN
T1 - A Bio-inspired and Altruistic-Based Framework to Support Collaborative Healing in a Smart Manufacturing Shop-Floor
AU - Estrada-Jimenez, Luis A.
AU - Kalateh, Sepideh
AU - Hojjati, Sanaz Nikghadam
AU - Barata, José
N1 - Funding Information:
info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDB%2F00066%2F2020/PT#
info:eu-repo/grantAgreement/FCT/6817 - DCRRNI ID/UIDP%2F00066%2F2020/PT#
This research is supported by the Digital Manufacturing and Design Training Network (DiManD) project funded by the European Union through the Marie Skl odowska-Curie Innovative Training Networks (H2020-MSCA-ITN-2018) under grant agreement no. 814078.
Publisher Copyright:
© 2023, The Author(s).
PY - 2023
Y1 - 2023
N2 - Biologicalisation defines the analysis of biological patterns as a source of inspiration to model intelligent manufacturing systems. Due to their inherent adaptability, these design representations are highly desirable considering the increasing complexity of modeling current manufacturing solutions. Contributing to the idea of self-organizing and autonomous shop floors, we present a framework that aims to support the collaborative healing of manufacturing resources. This has been inspired on the altruistic behavior of bats in which social care is demonstrated (e.g., in bat colonies) even at the cost of individuals’ fitness/health. These ideas are conceptually showcased in an emergent automation manufacturing application, i.e., peer-to-peer energy sharing in automated guided vehicles. Some conclusions, and potential future research are discussed at the end of the paper.
AB - Biologicalisation defines the analysis of biological patterns as a source of inspiration to model intelligent manufacturing systems. Due to their inherent adaptability, these design representations are highly desirable considering the increasing complexity of modeling current manufacturing solutions. Contributing to the idea of self-organizing and autonomous shop floors, we present a framework that aims to support the collaborative healing of manufacturing resources. This has been inspired on the altruistic behavior of bats in which social care is demonstrated (e.g., in bat colonies) even at the cost of individuals’ fitness/health. These ideas are conceptually showcased in an emergent automation manufacturing application, i.e., peer-to-peer energy sharing in automated guided vehicles. Some conclusions, and potential future research are discussed at the end of the paper.
KW - Altruism
KW - Artificial Intelligence
KW - Biologicalisation
KW - Collective Behaviour
KW - Self-healing
KW - Self-organization
KW - Smart Manufacturing
UR - http://www.scopus.com/inward/record.url?scp=85164973679&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-36007-7_8
DO - 10.1007/978-3-031-36007-7_8
M3 - Conference contribution
AN - SCOPUS:85164973679
SN - 978-3-031-36006-0
T3 - IFIP Advances in Information and Communication Technology
SP - 111
EP - 121
BT - Technological Innovation for Connected Cyber Physical Spaces
A2 - Camarinha-Matos, Luís M.
A2 - Ferrada, Filipa
PB - Springer
CY - Cham
T2 - 14th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2023
Y2 - 5 July 2023 through 7 July 2023
ER -
