Collaborative manufacturing operation mode and modelling simulation of manufacturing enterprise based on collective intelligence

Collaborative production among manufacturing enterprises is the focus of research in the field of collaborative manufacturing. In order to solve the problem of weak collaborative operation ability of manufacturing enterprises, based on the understanding of collective intelligence, this paper first analyses the evolution and development of collaborative manufacturing, gives the challenges and opportunities faced by collaborative manufacturing, and proposes a collaborative manufacturing operation model of manufacturing enterprise based on collective intelligence (CICoModel). Then based on CICoModel, the existing collaborative manufacturing domain knowledge is summarised, and a collaborative manufacturing process modelling language CoM-PML is proposed for collaborative manufacturing production planning. Finally, for practical application, a modelling and simulation system POMES4CM based on CoM-PML is developed, and three real collaborative manufacturing process data are selected for case verification. The validation results show that POMES4CM can obtain a guiding process model (PM) and production plan, which can improve the production efficiency of manufacturing enterprises.