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Automatic construction method of intelligent contactor dynamic model

A dynamic model and automatic construction technology, which is applied in neural learning methods, biological neural network models, instruments, etc., can solve the problems of difficult to guarantee simulation accuracy, poor versatility, and heavy workload, so as to shorten the development cycle and realize automatic build effect

Active Publication Date: 2017-10-10
FUZHOU UNIV
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AI Technical Summary

Problems solved by technology

[0005] The above simulation methods all need to construct a geometric model of the contactor, and then load the characteristic parameters of electricity, magnetism, and force of the material used for dynamic calculation. The process of building the model is relatively complicated, and a large number of simplifications are often used in the construction process, making the simulation accuracy difficult. Guaranteed, the construction process is heavily dependent on the body parameters of the contactor, resulting in the need to re-model different types of contactors, the workload is heavy, and the versatility is not strong

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Embodiment Construction

[0020] The technical solution of the present invention will be specifically described below in conjunction with the accompanying drawings.

[0021] The automatic construction method of a kind of intelligent contactor dynamic model of the present invention, at first, introduces neural network technology, coordinates the collection of actual operation data of contactor, trains the contactor speed solving sub-model and reverse current sub-model based on neural network, Realize the automatic construction of the dynamic model of the contactor; then, integrate the integrated simulation technology, and realize the automatic construction of the dynamic model of the intelligent contactor through the point-by-point closed-loop simulation of the dynamic simulation program according to the dynamic model of the contactor and the equivalent circuit of the electromagnetic system of the contactor.

[0022] The specific process of automatic construction of the dynamic model of the contactor is ...

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Abstract

The invention relates to an automatic construction method of an intelligent contactor dynamic model. A sub-model for solving speed and a sub-model for inversely solving current of a contactor based on the neural network are trained by introducing the neural network technology and collecting actual running data of the contactor, so that the automatic construction of a contactor dynamic model is achieved; on the basis, the integrated simulation technology is adopted, point-by-point closed-loop simulation of an intelligent control module and a dynamic simulation program of the contactor is conducted, so that the automatic construction of the intelligent contactor dynamic model is achieved. By means of the method, the automatic construction of the intelligent contactor dynamic model can be achieved, and the development period of the intelligent contactor can be shortened.

Description

technical field [0001] The invention relates to a method for automatically constructing a dynamic model of an intelligent contactor, in particular to a method for automatically constructing a dynamic model of an intelligent contactor based on a neural network. Background technique [0002] The research of contactor intelligent control technology is inseparable from the support of dynamic simulation. Dynamic simulation can reflect the interaction relationship between electricity, magnetism and force in the whole process of contactor starting, holding and breaking, and provides a basis for determining the control method. in accordance with. The complexity of the dynamic characteristics of contactors is not only reflected in the distribution of magnetic circuit parameters and the nonlinearity of magnetization characteristics, but also in the mutual coupling between electricity, magnetism and force. At present, the dynamic simulation of contactors mainly includes magnetic circui...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/50G06N3/04G06N3/08
CPCG06N3/08G06F30/367G06N3/048
Inventor 汤龙飞许志红
Owner FUZHOU UNIV
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