In this context, artificial intelligence that is based on supervised machine learning can be used to optimise the internal logistical tasks that are performed by AGV. In this way, a communication with AGV, becomes convergent rather with IoT than with the classical industrial communication. On the other hand, production support algorithms based on machine learning require huge volume of data provided by AGV. Unlike for other machines, the use of wired networks is not possible in the case of AGV, which have to move through large internal and external areas. The increasing use of AGV in manufacturing has far-reaching consequences for the industrial communication systems. The new generation of manufacturing execution systems has to support the autonomy and distribution of the decision-making processes. This means that the production activities cannot be centrally planned but have to be optimised locally in order to handle the ongoing production tasks, the available materials, the production equipment and the technologies. All of the factors mentioned above require the production process to be supported online by highly advanced information services, which are performed during the successive steps in the production chain. Modern production systems are characterised by a demand for a high degree of flexibility in order to cope with the frequent changes that result from orders that are changed by customers, low material buffers, the agile production technologies that are performed by robotised production stations and the many variants of production technology that can be used. AGV have become a critical enabling technology for agile production systems. Because AGV are in the executive part of the internal logistics, their cooperation with other information systems and manufacturing equipment is particularly important. Cooperative-based internal logistics permits increased production flexibility. The growing popularity of Autonomous Guided Vehicles (AGV), which are used in manufacturing, has not only been the result of their technical features but also from their ability to cooperate.
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |