TY - JOUR
T1 - Cyclic update of project scheduling by using telematics data
AU - Fischer, A.
AU - Li, Z.
AU - Wenzler, F.
AU - Kessler, S.
AU - Fottner, J.
N1 - Publisher Copyright:
© 2021 The Authors. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0)
PY - 2021
Y1 - 2021
N2 - Discrete-event simulation (DES) is not really used in construction industries that require more flexibility. However, use cases can be found where DES can support the construction industries. One use case is schedule optimization. This paper presents an agent-based DES method for optimizing schedules in the construction industry taking resource-dependent process-lengths into account. The approach is based on a theoretical level. Furthermore, there is a high potential when it is updated with actual equipment data. Therefore, we combine the project schedule optimization with a detailed model to update the equipment activities using a cyclic approach. This hybrid simulation approach is evaluated by taking a real use case of pile manufacture as an example. The results show the possibilities for the combination of different types of DES models in the context of the optimization of construction site performance.
AB - Discrete-event simulation (DES) is not really used in construction industries that require more flexibility. However, use cases can be found where DES can support the construction industries. One use case is schedule optimization. This paper presents an agent-based DES method for optimizing schedules in the construction industry taking resource-dependent process-lengths into account. The approach is based on a theoretical level. Furthermore, there is a high potential when it is updated with actual equipment data. Therefore, we combine the project schedule optimization with a detailed model to update the equipment activities using a cyclic approach. This hybrid simulation approach is evaluated by taking a real use case of pile manufacture as an example. The results show the possibilities for the combination of different types of DES models in the context of the optimization of construction site performance.
KW - Discrete event modeling and simulation
KW - Event-based control
KW - Job and activity scheduling
KW - MRCPSP
KW - Modeling of manufacturing operations
KW - Multi-agent systems
KW - Petri nets
KW - Production planning and control
KW - Project schedule optimization
UR - http://www.scopus.com/inward/record.url?scp=85120711521&partnerID=8YFLogxK
U2 - 10.1016/j.ifacol.2021.08.025
DO - 10.1016/j.ifacol.2021.08.025
M3 - Conference article
AN - SCOPUS:85120711521
SN - 1474-6670
VL - 54
SP - 217
EP - 222
JO - IFAC Proceedings Volumes (IFAC-PapersOnline)
JF - IFAC Proceedings Volumes (IFAC-PapersOnline)
IS - 1
T2 - 17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021
Y2 - 7 June 2021 through 9 June 2021
ER -