Title :
Distributed manufacturing scheduling using intelligent agents
Author_Institution :
Nat. Res. Council of Canada, London, Ont., Canada
Abstract :
Manufacturing scheduling is an optimization process that allocates limited manufacturing resources over time among parallel and sequential manufacturing activities. This allocation must obey a set of rules or constraints that reflect the temporal relationships between manufacturing activities and the capacity limitations of a set of shared resources. The allocation also affects a schedule´s optimality with respect to criteria such as cost, lateness, or throughput. The globalization of manufacturing makes such optimization increasingly important. To survive in this competitive market, manufacturing enterprises must increase their productivity and profitability through greater shop floor agility. Agent-based manufacturing scheduling systems are a promising way to provide this optimization.
Keywords :
manufacturing resources planning; production control; protocols; software agents; capacity limitations; distributed manufacturing scheduling; intelligent agents; manufacturing enterprises; optimization process; productivity; profitability; shop floor agility; temporal relationships; Dynamic scheduling; Intelligent agent; Iterative algorithms; Job shop scheduling; Manufacturing processes; Process planning; Processor scheduling; Protocols; Simulated annealing; Supply chains;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/5254.988492