The invention discloses a part flexible dynamic
production optimization method and device based on a low-carbon target, and relates to the field of intelligent
machining. The method comprises the following steps: firstly, aiming at an autonomous production
station process and an outsourcing production
station process of part production, constructing a multi-objective optimized
Petri net model; secondly, respectively calculating the production cost, the carbon emission and the
production cycle of each path in the Petri
network model based on the decision variable group; and finally, performing multi-objective optimization through a marine predator
algorithm according to the priorities of the three objectives of the production cost, the carbon emission and the
production cycle. On the basis of a traditional part production and manufacturing organization mode, multiple targets such as the product
production cycle, the production cost and the carbon emission in the production process are considered, a part flexible dynamic production organization optimization model is constructed, and dynamic flexible distribution of autonomous production and outsourcing production is achieved. The carbon emission in the production process can be estimated in the
product design stage, and effective measures are taken to reduce the carbon emission when production tasks are distributed.