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Method for setting parallel incomplete disassembly line for disassembling waste products

A product, obsolete technology, applied in the field of setting parallel incomplete dismantling lines, which can solve problems such as poor convergence, long search time, and poor solution quality

Active Publication Date: 2019-12-17
SOUTHWEST JIAOTONG UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, meta-heuristic algorithms are commonly used to solve such NP-hard combinatorial optimization problems, such as genetic algorithm, simulated annealing algorithm, and ant colony algorithm, etc., but there are problems such as poor convergence, long search time, and poor solution quality.

Method used

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  • Method for setting parallel incomplete disassembly line for disassembling waste products
  • Method for setting parallel incomplete disassembly line for disassembling waste products
  • Method for setting parallel incomplete disassembly line for disassembling waste products

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0104] The information obtained from the survey of a company’s waste refrigerators and TV sets is as follows:

[0105] 1. The data information of the disassembly task of the waste refrigerator is shown in Table 1, and the data information of the disassembly task of the waste TV is shown in Table 2, where: in the hazard attribute, "0" means no harm, and "1" means yes Hazard; in the demand attribute, "0" means no demand, "1" means there is demand; disassembly resource means dismantling tools corresponding to each disassembly task, "1" means screwdriver, "2" means scissors, and "3" means word Change the knife, "4" means pliers, and "5" means fixed heavy equipment tools such as cutting machines and punching machines.

[0106] Table 1

[0107]

[0108]

[0109] Table 2

[0110]

[0111] 2. The priority relationship diagram of disassembly tasks for used refrigerators is as follows Figure 5 As shown, the priority order of disassembly tasks for used TV sets is as follows Image 6 Shown in ...

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Abstract

The invention discloses a method for setting a parallel incomplete disassembly line for disassembling waste products. The method comprises the following steps of: (1) constructing a mathematical modelaiming at minimizing the disassembly depth, the number of workstations, the idle time balance index of the workstations and the number of disassembly resources; (2) generating an initial population;(3) obtaining neighborhood individuals of the initial population; (4) comparing the target function value of a mixed group composed of the neighborhood individuals and the population individuals through Pareto, updating the population, and outputting a Pareto optimal solution to an external file; (5) performing simulated annealing operation on the population updated in the step (4) to obtain a newpopulation; (6) comparing a target function value of a mixed group consisting of the group subjected to simulated annealing operation and an external file by adopting Pareto, and outputting a Paretooptimal solution to the external file; (7) repeating the steps (3)-(6) according to the set number of times; and (8) outputting a Pareto optimal solution in the external file as a disassembly task allocation scheme. The method is easy to implement and high in search capacity.

Description

Technical field [0001] The present invention relates to the technical field of product disassembly, and in particular to a method for setting up a parallel incomplete disassembly line for disassembling waste products. Background technique [0002] With the continuous development of the social economy, the people’s material living standards are constantly improving, and the speed of upgrading various products is also increasing. According to statistics, my country’s theoretically scrapped household appliances reach 100 to 120 million units each year, and The number continues to grow at an average annual rate of 20%. If these waste products are directly buried or incinerated, it will inevitably have a bad impact on the environment and a waste of resources. In order to minimize the environmental pollution caused by waste products and fully extract the reusable resources contained in waste products, it is necessary to recycle and remanufacture waste products. Disassembly is a key pa...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q10/00G06Q50/04G06N3/12
CPCG06Q10/04G06Q10/20G06Q50/04G06N3/126Y02P90/30
Inventor 张则强朱立夏管超刘思璐蒋晋谢梦柯
Owner SOUTHWEST JIAOTONG UNIV
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