Open AccessFeeder Layout Optimization and Feeding Sequence Optimization in High Speed and High Precision Placement Machine
Author(s) -
Yinhua Huang,
Lianxing Zhao,
Peng Liu
Publication year - 2020
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1605/1/012030
Subject(s) - topology optimization , computer science , continuous optimization , global optimization , nozzle , sequence (biology) , mathematical optimization , optimization problem , matching (statistics) , hierarchy , process (computing) , engineering optimization , algorithm , engineering , multi swarm optimization , mathematics , mechanical engineering , finite element method , genetics , operating system , statistics , structural engineering , biology , economics , market economy
As for the multi-optimization mutual coupling process optimization for mounting production with multiple 1210 or1812 resistor components and the relatively low nozzle requirement, a fast multi-objective hierarchical optimization method with low matching requirement for parallel nozzle and placement sequence optimization is proposed. In the hierarchical structure, the nozzle optimization is constructed as a 0-1 integer programming optimization model for the first master hierarchy. In the second hierarchical, feeder optimization and picking order are parallel optimized based on the first hierarchy optimization. The respective problems related algorithm strategies have been proposed. The engineering experiments show that this Feeder layout optimization and Feeding sequence optimization method can significantly improve the overall performance of the multi-head placement machine with high speed and high precision.