A spatial scheduling strategy for irregular workplace in shipbuilding

Yan Ge, Aimin Wang, Jincheng Cheng

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

6 Citations (Scopus)

Abstract

To deal with the problems in one-time shipbuilding spatial scheduling with irregular workplace and rectangular blocks, a mathematical model with the objective of higher efficiency was established which is bound by the relationship between the blocks and blocks, the blocks and the workplace. And then a scheduling algorithm based on heuristic rules and genetic algorithm was put forward. The algorithm consists of two parts, which are the pre-arrangement of blocks and the scheme optimization. In the pre-arrangement stage, the notepad rule was proposed to achieve the preliminary arrangement and adjustment of blocks specifically for irregular workplace. And the genetic algorithm is for the stage of scheme optimization. Genetic algorithm can generate an optimal sequence of some blocks to guarantee the utilization of the workplace. Meanwhile, the collision detection technology runs through the whole algorithm to ensure the feasibility of the project. Finally, a program was developed with the actual data of a shipyard to verify the feasibility and effectiveness of the algorithm. The result shows that the algorithm obtains satisfactory results in all indexes mentioned above.

Original languageEnglish
Title of host publication2016 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages12-16
Number of pages5
ISBN (Electronic)9781509023943
DOIs
Publication statusPublished - 1 Sept 2016
Event13th IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016 - Harbin, Heilongjiang, China
Duration: 7 Aug 201610 Aug 2016

Publication series

Name2016 IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016

Conference

Conference13th IEEE International Conference on Mechatronics and Automation, IEEE ICMA 2016
Country/TerritoryChina
CityHarbin, Heilongjiang
Period7/08/1610/08/16

Keywords

  • collision detection technology
  • efficiency
  • genetic algorithm
  • notepad rule
  • spatial scheduling

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