基于SVM模型的班组协同关系决策模型

Decision Model of Team Cooperative Relationship Based on SVM Model

由于原有人-机决策模型的运作模式容易忽视班组之间的契合关系,班组成员的工作无法协同会导致安全事故频发,因此基于SVM模型设计班组协同关系的决策模型。根据灰数信息理论分析班组契合度,基于SVM模型预处理关联数据,同时构建决策模型实现关系协同,从而完成组班协同关系决策模型方法设计。在某矿区生产中设置3个班组,以全年协同合作为测试标准进行安全考核,实验结果表明该模型能够将违规事故控制在3次以下,有效保证矿区的生产,具有较好的实际应用效果。

Because the original man-machine decision-making model is easy to ignore the fit relationship between teams and team members,the failure of team members’ work will lead to frequent safety accidents.Therefore,the decision-making model of team collaboration relationship is designed based on the SVM model.According to the gray number information theory,the team fit degree is analyzed,the related data is preprocessed based on the SVM model,and the decision model is constructed to realize the relationship collaboration,so as to complete the team team collaboration relationship decision model method design.Set up 3 teams in the production of a certain mining area,and conduct safety assessment based on the annual collaborative cooperation as the test standard.The experimental results show that the model can control the violation accidents below 3 times,effectively guarantee the production of the mining area,and has a good practical application effect.