Distributed MAS with Leaderless Consensus to Job-Shop Scheduler in a Virtual Smart Factory with Modular Conveyors
Resumo
Increasingly intelligent and adaptable manufacturing systems are required to meet the current demands for customization and more excellent responsiveness in the factories. Multi-agent technology can be used to make these systems compatible with Industry 4.0 concepts, integrating elements of the factory that communicate and collaborate continuously, resulting in a more optimized and self-organized production. This article presents a distributed Multiagent System (MAS) that interacts with elements of a virtual Smart Factory, developing behaviors to control the production and logistics of modular conveyors at the factory. A Job Shop Scheduling algorithm, supported by a leaderless consensus mechanism, allows the execution of tasks with different processing orders. The system can pre-adjust its transport route to pass certain groups of machines in the required order.
Palavras-chave:
Task analysis, Production, Job shop scheduling, Smart manufacturing, Robots, Schedules, Production facilities
Publicado
09/11/2020
Como Citar
DE SOUSA, Alex Luiz; DE OLIVEIRA, André.
Distributed MAS with Leaderless Consensus to Job-Shop Scheduler in a Virtual Smart Factory with Modular Conveyors. In: SIMPÓSIO BRASILEIRO DE ROBÓTICA E SIMPÓSIO LATINO AMERICANO DE ROBÓTICA (SBR/LARS), 17. , 2020, Natal.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2020
.
p. 90-95.