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Flexible production line self-adaptive control system and method based on ant colony algorithm

A flexible production line, adaptive control technology, applied in the direction of adaptive control, general control system, control/regulation system, etc., can solve the problems of inability to respond to dynamic events, lack of self-organizing decision-making capabilities, and high requirements for manufacturing process quality

Active Publication Date: 2021-02-05
AVICIT CO LTD
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  • Application Information

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Problems solved by technology

[0005] The invention solves the problem: in order to cope with the characteristics of aviation parts such as multi-variety, variable batch, complex manufacturing process, and high quality requirements, aviation companies have introduced a flexible production line oriented to the unitized production mode. Job

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  • Flexible production line self-adaptive control system and method based on ant colony algorithm
  • Flexible production line self-adaptive control system and method based on ant colony algorithm
  • Flexible production line self-adaptive control system and method based on ant colony algorithm

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[0094]The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work shall fall within the protection scope of the present invention.

[0095]Such asfigure 1 As shown, according to an embodiment of the present invention, a flexible production line adaptive control system based on ant colony algorithm is proposed, which includes a basic data module, a total element modeling module, a data management module, a dynamic simulation module based on ant colony algorithm, Control module.

[0096]Such asfigure 2 As shown, the specific implementation of the basic data module in the presen...

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Abstract

The invention relates to a flexible production line adaptive control system and method based on an ant colony algorithm. The system comprises five parts: a basic data module, a data management module,a total element modeling module, a dynamic simulation module, and a control module. An Internet of Things sensing technology is used for dynamic events in a production process, such as equipment faults, missing parts, inserting orders and the like. The system dynamic simulation module can quickly obtain a current optimal executable solution through an ant colony algorithm engine, and then issuesrelated data to the control module to drive the flexible production line to operate so that a dynamic adaptive control problem of aeronautical parts in a multi-variety and variable-batch flexible machining mode is solved.

Description

technical field [0001] The invention relates to an adaptive control system and method for a flexible production line based on an ant colony algorithm, in particular to an adaptive control system and method for a flexible production line under the multi-variety, batch-variable, and multi-constraint production mode in the field of aviation manufacturing, which belongs to computer control management technology field. Background technique [0002] In the field of aviation discrete equipment manufacturing, with the improvement of production equipment level, the numerical control rate and automation level in the production process such as parts processing continue to increase. The processing unit realizes the full automation of the process of the parts in the unit, and realizes high flexibility and dynamic scheduling at the same time. To deal with the characteristics of aviation parts such as multi-variety, variable batch, complex manufacturing process and high quality requiremen...

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Application Information

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IPC IPC(8): G05B13/04G06N3/00
CPCG05B13/042G06N3/006Y02P90/02
Inventor 刘屹张帅任超郭庆峰张菲高阿曼张立雷廖庆妙
Owner AVICIT CO LTD