工件平面度误差智能评定算法研究  

Research on Intelligence Evaluation Algorithm of Workpiece Planeness Errors

作　　者：商建平[1,2] 彭文彬 赵忠宪[1] 丁炜[2] SHANG Jian-pino;PENG Wen-bin;ZHAO Zhong-xian;DING Wei(Mechanical Engineering School,Lanzhou Petrochemical Polytechnic,Lanzhou 730060,China;Electric&Electronic Engineering School,Lanzhou Petrochemical Polytechnic,Lanzhou 730060,China;Northwest Sales Branch,PetroChina Fuel Oil Limited,Lanzhou 730070,China)

机构地区：[1]兰州石化职业技术学院机械工程学院,甘肃兰州730060 [2]兰州石化职业技术学院电子电气工程学院,甘肃兰州730060 [3]中石油燃料油有限责任公司西北销售分公司,甘肃兰州730070

出　　处：《兰州石化职业技术学院学报》2019年第3期6-9,共4页Journal of Lanzhou Petrochemical Polytechnic

基　　金：兰州石化职业技术学院科研项目(KJ2018-03)

摘　　要：为提高工件平面度误差评定的精确度,在机械制造检验中引入了鲸鱼优化算法(WOA)、改进粒子群优化算法(IPSO)、改进人工蜂群算法(IABC)和遗传算法(GA)等智能评定算法。计算结果表明,四种智能评定算法均优于三维最小二乘算法和新的最小区域算法,不仅提高了工件平面度误差评定的精确度,而且还提高了工件的合格率,降低了工件的制造成本。In order to improve the evaluation accuracy of workpiece planeness errors, the intelligent evaluation algorithms such as whale optimization algorithm(WOA), improved particle swarm optimization algorithm(IPSO), improved artificial bee colony algorithm(IABC) and genetic algorithm(GA) are introduced into the mechanical manufacturing inspection. The calculation results show that the four intelligent evaluation algorithms are superior to the three dimensional least squares algorithm and a new algorithm based on the minimum zone criterion, which not only improves the evaluation accuracy of workpiece planeness errors, but also improves the pass rate of the workpiece and reduce the workpiece manufacturing cost.

关 键 词：平面度误差 智能评定算法 MATLAB 

分 类 号：TG806[金属学及工艺—公差测量技术]