The invention provides a control method, device and equipment for an FMS
production line warehouse
system based on fault warning and
elimination verification and a storage medium. The control method comprises the steps that material attribute information is acquired, a classification model based on
machine learning is adopted to conduct classification and recognition on materials, a unique material identification code is generated and bound with an electronic tag, and a real-time material
tracking system is established; a storage position
distribution model based on multi-objective optimization is constructed, material relevance, use frequency and warehouse constraint conditions are considered, a
material storage position distribution scheme is generated, and a corresponding carrying equipment control instruction is generated; a real-time monitoring and
exception handling mechanism is established, and when it is detected that the actual state of the material does not accord with the
system record, a fault warning process is triggered, an
exception handling control instruction is generated, and a correction action is executed; the material demand prediction is carried out based on the neural
network model, the replenishment control instruction is generated according to the prediction result, the accuracy of the execution result is ensured through a secondary
verification mechanism, and the reliability of the warehouse
system is improved.