Multi-Agent Modeling for Integrated Process Planning and Scheduling
2015
Autori
Petronijević, JelenaPetrović, Milica
Vuković, Najdan
Mitić, Marko
Babić, Bojan
Miljković, Zoran
Konferencijski prilog (Objavljena verzija)
Metapodaci
Prikaz svih podataka o dokumentuApstrakt
Multi-agent systems have been used for modelling various problems in the social, biological and technical domain. When comes to technical systems, especially manufacturing systems, agents are most often applied in optimization and scheduling problems. Traditionally, scheduling is done after creation of process plans. In this paper, agent methodology is used for integration of these two functions. The proposed multi-agent architecture provides simultaneous performance of process planning and scheduling and it consists of four intelligent agents: part and job agents, machine agent, and optimization agent. Verification and feasibility of a proposed approach is
conducted using agent based simulation in AnyLogic software.
Ključne reči:
Multi-agent systems / Process planning / Scheduling / Integrated process planning and scheduling / Simulation in AnyLogic softwareIzvor:
Proceedings of the 12th International Scientific Conference MMA 2015 – Flexible Technologies, Novi Sad, 25-26 September 2015, 2015, 121-124Izdavač:
- Novi Sad : Faculty of Technical Sciences
Finansiranje / projekti:
- Inovativni pristup u primeni inteligentnih tehnoloških sistema za proizvodnju delova od lima zasnovan na ekološkim principima (RS-MESTD-Technological Development (TD or TR)-35004)
Kolekcije
Institucija/grupa
Mašinski fakultetTY - CONF AU - Petronijević, Jelena AU - Petrović, Milica AU - Vuković, Najdan AU - Mitić, Marko AU - Babić, Bojan AU - Miljković, Zoran PY - 2015 UR - https://machinery.mas.bg.ac.rs/handle/123456789/4623 AB - Multi-agent systems have been used for modelling various problems in the social, biological and technical domain. When comes to technical systems, especially manufacturing systems, agents are most often applied in optimization and scheduling problems. Traditionally, scheduling is done after creation of process plans. In this paper, agent methodology is used for integration of these two functions. The proposed multi-agent architecture provides simultaneous performance of process planning and scheduling and it consists of four intelligent agents: part and job agents, machine agent, and optimization agent. Verification and feasibility of a proposed approach is conducted using agent based simulation in AnyLogic software. PB - Novi Sad : Faculty of Technical Sciences C3 - Proceedings of the 12th International Scientific Conference MMA 2015 – Flexible Technologies, Novi Sad, 25-26 September 2015 T1 - Multi-Agent Modeling for Integrated Process Planning and Scheduling EP - 124 SP - 121 UR - https://hdl.handle.net/21.15107/rcub_machinery_4623 ER -
@conference{ author = "Petronijević, Jelena and Petrović, Milica and Vuković, Najdan and Mitić, Marko and Babić, Bojan and Miljković, Zoran", year = "2015", abstract = "Multi-agent systems have been used for modelling various problems in the social, biological and technical domain. When comes to technical systems, especially manufacturing systems, agents are most often applied in optimization and scheduling problems. Traditionally, scheduling is done after creation of process plans. In this paper, agent methodology is used for integration of these two functions. The proposed multi-agent architecture provides simultaneous performance of process planning and scheduling and it consists of four intelligent agents: part and job agents, machine agent, and optimization agent. Verification and feasibility of a proposed approach is conducted using agent based simulation in AnyLogic software.", publisher = "Novi Sad : Faculty of Technical Sciences", journal = "Proceedings of the 12th International Scientific Conference MMA 2015 – Flexible Technologies, Novi Sad, 25-26 September 2015", title = "Multi-Agent Modeling for Integrated Process Planning and Scheduling", pages = "124-121", url = "https://hdl.handle.net/21.15107/rcub_machinery_4623" }
Petronijević, J., Petrović, M., Vuković, N., Mitić, M., Babić, B.,& Miljković, Z.. (2015). Multi-Agent Modeling for Integrated Process Planning and Scheduling. in Proceedings of the 12th International Scientific Conference MMA 2015 – Flexible Technologies, Novi Sad, 25-26 September 2015 Novi Sad : Faculty of Technical Sciences., 121-124. https://hdl.handle.net/21.15107/rcub_machinery_4623
Petronijević J, Petrović M, Vuković N, Mitić M, Babić B, Miljković Z. Multi-Agent Modeling for Integrated Process Planning and Scheduling. in Proceedings of the 12th International Scientific Conference MMA 2015 – Flexible Technologies, Novi Sad, 25-26 September 2015. 2015;:121-124. https://hdl.handle.net/21.15107/rcub_machinery_4623 .
Petronijević, Jelena, Petrović, Milica, Vuković, Najdan, Mitić, Marko, Babić, Bojan, Miljković, Zoran, "Multi-Agent Modeling for Integrated Process Planning and Scheduling" in Proceedings of the 12th International Scientific Conference MMA 2015 – Flexible Technologies, Novi Sad, 25-26 September 2015 (2015):121-124, https://hdl.handle.net/21.15107/rcub_machinery_4623 .