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Incorporating the Human Factor within Manufacturing Dynamics
- Source :
- 8th IFAC Conference on Manufacturing Modelling, Management and Control, MIM'2016, 8th IFAC Conference on Manufacturing Modelling, Management and Control, MIM'2016, Jun 2016, Troyes, France. pp.1691-1696, ⟨10.1016/j.ifacol.2016.07.825⟩
- Publication Year :
- 2016
- Publisher :
- HAL CCSD, 2016.
-
Abstract
- This paper frames a model which summarizes the principal factors and relationships to incorporate human element, as per fatigue engagement, in the strategic and tactical decision making. A characterization of humans as per a dynamic interferer in system is presented. The findings are tested in an U-shaped assembly division of an international motor company. Dual-Resource Constrained sets are proposed. A Multi Agent model architecture, incorporating system dynamics modelling per humans, is implemented. ANOVA is executed for interaction analyses. Results designed optimal job sequence, rest break and task’s sequence, recovery rate and load characters as per enhanced system’s performances. Stable fatigued conditions are under complete recovery. Production rate in system is affected by fatigue that in turn increases with rise in switching rate. Chaotic market behavior prefers decentralized assignment of worker to task. Continuous switching suffers from learning attitude. Chaotic demand impairs fatigue across workforce reporting instable operator fatigue under different allocation rules. Under loudly physical tasks, random assignment is preferable for productivity outcomes. Autonomous control of workers at work considerably impairs fatigue under complete resting schema.
- Subjects :
- 0209 industrial biotechnology
Engineering
Human Factors
Multi Agent Systems
Multi Agent System
Chaotic
02 engineering and technology
020901 industrial engineering & automation
Recovery rate
Schema (psychology)
0502 economics and business
Tactical decision making
Fatigue
Simulation
ComputingMilieux_MISCELLANEOUS
Productivity
Random assignment
business.industry
Multi-agent system
05 social sciences
Human Factor
Dynamics Environment
Control and Systems Engineering
[INFO.INFO-RO]Computer Science [cs]/Operations Research [cs.RO]
Industrial engineering
System dynamics
Market behavior
business
050203 business & management
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- 8th IFAC Conference on Manufacturing Modelling, Management and Control, MIM'2016, 8th IFAC Conference on Manufacturing Modelling, Management and Control, MIM'2016, Jun 2016, Troyes, France. pp.1691-1696, ⟨10.1016/j.ifacol.2016.07.825⟩
- Accession number :
- edsair.doi.dedup.....0bd21a16eaa22cb8105518f844ca8a86