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基于DSO算法的印刷电路板焊点测试路径优化
引用本文:吴亚帅,刘新妹,殷俊龄,高志亨.基于DSO算法的印刷电路板焊点测试路径优化[J].科学技术与工程,2021,21(14):5840-5846.
作者姓名:吴亚帅  刘新妹  殷俊龄  高志亨
作者单位:中北大学信息与通信工程学院,太原 030051;中北大学信息与通信工程学院,太原 030051;中北大学电子测试技术国家重点试验室,太原030051
基金项目:山西省回国留学人员科研资助项目(2017-090);山西省重点研发项目(201903D121058)
摘    要:针对印刷电路板焊点测试中的测试时长、测试效率等路径优化问题,提出了一种用于电路板自动测试的基于DSO(don-key and smuggler optimization)算法的路径优化方法,通过电路板上焊点坐标信息,编写DSO的优化程序,与蚁群算法、遗传算法和模拟退火算法进行算法有效性的比较与分析,并将其对试际电路板焊点测试路径进行仿真验证.结果表明:该算法能够有效优化电路板上的焊点测试路径,缩短测试时间,为解决电路板自动测试中的路径优化问题,提供了有效理论依据和解决办法.

关 键 词:DSO算法  印刷电路板(PCB)  路径优化  MATLAB
收稿时间:2020/8/28 0:00:00
修稿时间:2021/6/6 0:00:00

Optimization of PCB solder joint test path based on DSO algorithm
Wu YaShuai,Liu Xinmei,Yin Junlin,Gao Zhiheng.Optimization of PCB solder joint test path based on DSO algorithm[J].Science Technology and Engineering,2021,21(14):5840-5846.
Authors:Wu YaShuai  Liu Xinmei  Yin Junlin  Gao Zhiheng
Affiliation:College of Information and communication,North University of China
Abstract:Aiming at path optimization issues such as test duration and test efficiency in printed circuit board solder joint testing, a DSO path optimization algorithm for circuit board automatic testing is proposed. In this paper, a path optimization method based on DSO algorithm for automatic circuit board testing is proposed. According to the coordinate information of the solder joints on the PCB, the optimization program of DSO is written, and the effectiveness of the algorithm is compared and analyzed with the ant colony algorithm and genetic algorithm, and the actual PCB solder joint test path is simulated and verified. The results show that the algorithm can effectively optimize the PCB solder joint test path, shorten the test time, and provide an effective theoretical basis and solution for solving the path optimization problem in PCB automatic testing.
Keywords:DSO Algorithm      PCB      Path Optimization      MATLAB
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