Semiconductor production line closed-loop scheduling control method

A scheduling control and production line technology, applied in program control, comprehensive factory control, comprehensive factory control, etc., can solve the problems that periodic scheduling cannot meet production scheduling optimization, loss, etc., to improve production management level, ensure effectiveness, avoid The effect of loss

Inactive Publication Date: 2017-02-22
TONGJI UNIV
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Problems solved by technology

In the actual production operation, due to the existence of random factors, such as the random distribution of processing time, the implementation of the scheduling plan will have cumulative errors. When the cumulative error exceeds a certain limit, the current scheduling plan has become invalid. Therefore, periodic scheduling ( Time-based scheduling) cannot meet the purpose of production scheduling optimiza

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  • Semiconductor production line closed-loop scheduling control method
  • Semiconductor production line closed-loop scheduling control method
  • Semiconductor production line closed-loop scheduling control method

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Embodiment Construction

[0037] The present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments. This embodiment is carried out on the premise of the technical solution of the present invention, and detailed implementation and specific operation process are given, but the protection scope of the present invention is not limited to the following embodiments.

[0038] The closed-loop scheduling method framework of the semiconductor production line provided by the present invention is as follows: figure 1 As shown, this method is based on the historical data of the production line, and the sample set is generated through the sample generation module; the data mining algorithm is used to train the scheduling model offline to generate a scheduling model library; in the online scheduling, the time to start scheduling the production line is determined through the feedback of production performance , at this time, an appropriate scheduling model i...

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Abstract

The invention relates to a semiconductor production line closed-loop scheduling control method. The method comprises a scheduling model database obtaining step, i.e., establishing a scheduling model database in an offline mode according to production line historical data; a symbiosis simulation system establishment step; a scheduling scheme generation step, i.e., according to a scheduling target, selecting a corresponding scheduling model from the scheduling model database, generating a corresponding scheduling scheme, simultaneously applying the scheduling scheme into a semiconductor actual production line and a simulation model, and running a symbiosis simulation system; and an online closed-loop scheduling step, i.e., respectively sampling production performance of the semiconductor actual production line and the simulation model in a set sampling period, according to the sampled production performance, determining whether current sampling time is dynamic scheduling time, if so, executing the scheduling scheme generation step, and otherwise, continuously performing determination on next sampling time. Compared to the prior art, the method has the advantages of effectively reducing scheduling decision-making time, ensuring stable production performance, improving scheduling effectiveness and the like.

Description

technical field [0001] The invention relates to the field of automatic production scheduling, in particular to a closed-loop scheduling control method for a semiconductor production line. Background technique [0002] Under certain constraints, how to decompose the tasks in the manufacturing system, how to arrange the decomposed tasks, and obtain the optimal production performance are the problems that the manufacturing system scheduling needs to solve. The semiconductor production line is a typical complex manufacturing system due to its large scale, high degree of coupling, high reentrancy, and high uncertainty. Dynamic scheduling methods are often used to realize its production scheduling. [0003] Some researchers use the method of real-time analysis of one or some production information of the production line (equipment bottleneck degree, attributes of workpieces to be processed, etc.) to determine the production material feeding and dispatching strategy, so as to achie...

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Application Information

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IPC IPC(8): G05B19/418
CPCG05B19/41865G05B19/41875G05B19/41885Y02P90/02
Inventor 马玉敏乔非吴启迪吴文靖
Owner TONGJI UNIV
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