TY - GEN
T1 - Dynamic simulation for MAS-based data acquisition and pre-processing in manufacturing using V-REP
AU - Peres, Ricardo Silva
AU - Rocha, André Dionísio
AU - Barata, José
PY - 2017
Y1 - 2017
N2 - With the advent of the Industry 4.0 movement, smart multiagent-based cyber-physical systems (CPS) are being more and more often proposed as a possible solution to tackle the requirements of intelligence, pluggability, scalability and connectivity of this paradigm. CPS have been suggested for a wide array of applications, including control, monitoring and optimization of manufacturing systems. However, there are several associated challenges in terms of validating and testing these systems due to their innate characteristics, emergent behavior, as well as the availability and cost of physical resources. Therefore, a dynamic simulation model constructed in V-REP is proposed as a way to test, validate and improve such systems, being applied to a data acquisition and pre-processing scenario as one of the key aspects of the interaction between a CPS and the shop-floor.
AB - With the advent of the Industry 4.0 movement, smart multiagent-based cyber-physical systems (CPS) are being more and more often proposed as a possible solution to tackle the requirements of intelligence, pluggability, scalability and connectivity of this paradigm. CPS have been suggested for a wide array of applications, including control, monitoring and optimization of manufacturing systems. However, there are several associated challenges in terms of validating and testing these systems due to their innate characteristics, emergent behavior, as well as the availability and cost of physical resources. Therefore, a dynamic simulation model constructed in V-REP is proposed as a way to test, validate and improve such systems, being applied to a data acquisition and pre-processing scenario as one of the key aspects of the interaction between a CPS and the shop-floor.
KW - CPS
KW - Data acquisition
KW - Manufacturing
KW - MAS
KW - Simulation
KW - V-REP
UR - http://www.scopus.com/inward/record.url?scp=85018178477&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-56077-9_11
DO - 10.1007/978-3-319-56077-9_11
M3 - Conference contribution
AN - SCOPUS:85018178477
SN - 978-3-319-56076-2
T3 - IFIP Advances in Information and Communication Technology
SP - 125
EP - 134
BT - Technological Innovation for Smart Systems - 8th IFIP WG 5.5/SOCOLNET Advanced Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS 2017, Proceedings
A2 - Camarinha-Matos, L. M.
A2 - Parreira-Rocha, M.
A2 - Ramezani, J.
PB - Springer
CY - Cham
ER -