Research on the Artificial Intelligence Production Scheduling of Complex Products
Aiming at the lack of the coordination in the complex products production scheduling,this paper proposes a multiprod-uct artificial intelligence production scheduling model based on critical chain.Combined with the characteristics of the complex product timing constraints and taking the minimum product delay and WIP inventory as the optimization objectives,an artificial intelligence production scheduling optimization model of multiproduct project based on critical chain is established.Combining genetic algorithm with simulated annealing algorithm,genetic annealing algorithm(GA-SA)is designed to solve the model.Taking the slag vertical mill produced by a heavy machinery enterprise as an example,the effectiveness of the optimization model and intelligent algorithm is verified,and the goal of lean and intelligent production scheduling of complex products is realized.The research results show that:when the GA-SA+critical chain scheduling method is adopted,the products can be delivered on time and WIPinventory can be reduced by24%.
NETL
NSTL
万方数据
