2020
DOI: 10.1155/2020/7848329
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A Novel Parallel Assembly Sequence Planning Method for Complex Products Based on PSOBC

Abstract: Parallel assembly sequence planning (PASP) greatly impacts on efficiency of assembly process. In traditional methods, large scale of matrix calculation still limits efficiency of PASP for complex products. A novel PASP method is proposed to address this issue. To avoid matrix calculation, the synchronized assembly Petri net (SAPN) is firstly established to describe the precedence relationships. Associated with the SAPN model, the PASP process can be implemented via particle swarm optimization based on bacteria… Show more

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Cited by 4 publications
(3 citation statements)
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“…Efatmaneshnik and Ryan [40] proved that optimal modularity can be achieved through balanced modularization by using a concept of structural symmetry in the distribution of the module sizes. e presented work was also inspired by methods focused on optimal assembly sequence generation and multistation assembly sequence planning [41][42][43][44]. e most relevant works to this research include works [32,45,46], which will be analyzed in detail in a separate section of this paper.…”
Section: Literature Review and Related Workmentioning
confidence: 99%
“…Efatmaneshnik and Ryan [40] proved that optimal modularity can be achieved through balanced modularization by using a concept of structural symmetry in the distribution of the module sizes. e presented work was also inspired by methods focused on optimal assembly sequence generation and multistation assembly sequence planning [41][42][43][44]. e most relevant works to this research include works [32,45,46], which will be analyzed in detail in a separate section of this paper.…”
Section: Literature Review and Related Workmentioning
confidence: 99%
“…With the rapid development of computer computing power and the introduction of intelligent algorithms, the optimization of assembly sequence has become efficient, flexible, and rich in calculation results [24]. Yang et al [25] developed a novel PSOBC algorithm based on the conventional PSO algorithm for complex products; this method avoids a large number of matrix calculation by establishing synchronized assembly Petri net (SAPN) to describe the precedence relationships, and the provided PSOBC not only prevents premature convergence to a high degree but also keeps a more rapid convergence rate than the standard PSO algorithm. Bahubalendruni et al [26] proposed a novel and efficient method to obtain all valid assembly sequences and optimized assembly sequence for a given assembled product, which considers four basic predicates, namely, "liaison predicate, geometrical feasibility, mechanical feasibility, and stability" to validate each sequence, and the validity of the method is validated by different example products.…”
Section: Introductionmentioning
confidence: 99%
“…However, PASP is treated as NP hard problem due to the existence of methodological difficulties at its development stage and computational complexities at implementation for solution generation (Wang and Liu, 2013;Yang et al, 2020;Bedeoui et al, 2019). Traditional ASP methods are confined to perform linear ASP (LASP), which is about performing one-by-one task to finish the overall assembly process.…”
Section: Introductionmentioning
confidence: 99%