Research On Electroplating Scheduling Based On Adaptive Artificial Bee Colony Algorith

The scheduling of electroplating production is very complex and involves multiple constraints.If manual scheduling is used,it may lead to production blockage,increased idle time of plating tanks,errors in production processes,and reduced product quality.Therefore,manual scheduling can no longer meet the electroplating production requiremen-ts of multiple hoists and multiple types of plated parts.This article uses the scheduling problem of a certain enterprise’s rolling plating produc-tion as an example to try to find an efficient solution for general electroplating production scheduling problems.By modeling the rolling plating production scheduling problem,this article analyzes that there are three small scheduling problems contained in this problem: the scheduling of plated parts,the loading allocation of rollers,and the scheduling of hoists.By summarizing the shortcomings of existing scheduling methods,this article proposes a method that focuses on the scheduling problem of plated parts,uses reasonable roller loading allocation and efficient hoist scheduling rules for deep optimization.For the scheduling of plated parts,this article proposes an adaptive artificial bee colony algorithm.This algorit-hm addresses the problem of insufficient development capabilities of the artificial bee colony algorithm by integrating the adaptive mechanism of the Sarsa algorithm into the optim-ization process of the artificial bee colony algorithm.Its solving performance is analyzed i-n detail using 11 publicly available data sets of job shop scheduling problems.For the rolle-r loading allocation problem,a principle of probabilistic allocation is proposed,and the eff-iciency of this method is verified using an example of electroplating production.For the scheduling of hoists,this article chooses an immediate scheduling rule.According to the rea-l-time situation of electroplating production,this rule assigns the hoist’s transportation tasks,avoiding hoist collisions and meaningless long-distance transportation,and improving p-roduction efficiency.This article collected information on 36 types of plated parts on an actual rolling plating production line and created 30 sets of experimental data of different scales for electroplating production scheduling problems.Based on this,the electroplating scheduling method proposed in this article was experimentally verified,and the comparative results proved its efficiency.