Safety and Reliability – Safe Societies in a Changing World 2018
DOI: 10.1201/9781351174664-67
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Optimising the maintenance strategy for a multi-AGV system using genetic algorithms

Abstract: Automated Guided Vehicles (AGVs) are playing increasingly vital roles in a variety of applications in modern society, such as intelligent transportation in warehouses and material distribution in automated production lines. They improve production efficiency, save labour cost, and bring significant economic benefit to end users. However, to utilise these potential benefits is highly dependent on the reliability and availability of the AGVs. In other words, an effective maintenance strategy is critical in the a… Show more

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Cited by 4 publications
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“…They considered the reliability of machines and AGVs simultaneously. Yan et al [59] modeled the corrective and preventive maintenance of failed AGVs using the colored Petri nets. To optimize the model, a genetic algorithm has been proposed for the results of Petri nets.…”
Section: Integrated Preventive Maintenance and Agv Issues Modelmentioning
confidence: 99%
“…They considered the reliability of machines and AGVs simultaneously. Yan et al [59] modeled the corrective and preventive maintenance of failed AGVs using the colored Petri nets. To optimize the model, a genetic algorithm has been proposed for the results of Petri nets.…”
Section: Integrated Preventive Maintenance and Agv Issues Modelmentioning
confidence: 99%