Irrigation water distribution intelligent control system and method based on generative adversarial network architecture

Abstract

The invention discloses an intelligent control system for irrigation and water distribution based on a generative confrontation network framework. The system adopts a generative confrontation network framework, including a generation convolution network and a discriminative convolution network; the generation convolution network: input the water consumption of each river section, the gate Historical data of upstream and downstream water levels and gate flow, output gate opening and gate water distribution time; discriminant convolutional network: judge the gate opening and gate water distribution time output by the generated convolutional network and the actual gate opening and gate water distribution time respectively Is it consistent. The method of the system is also disclosed at the same time. The invention generates a convolutional network according to historical data training, and uses the trained convolutional network to establish a mathematical model of the water consumption of each section of the river network in the water distribution system, the upstream and downstream water levels of the gate, the flow through the gate, the opening of the gate, and the water distribution time of the gate , to realize the joint adjustment control of the irrigation water distribution river network gate group, and to achieve the optimization of the overall water distribution scheduling of the system.

Description

technical field [0001] The invention relates to an irrigation water distribution intelligent control system and method based on a generative confrontation network architecture, belonging to the field of irrigation water distribution system intelligent control. Background technique [0002] Insufficient water resources have become one of the main limiting factors of social and economic development. Agricultural production water accounts for 70% of the country's total water consumption, while irrigation water accounts for a considerable proportion of agricultural water use. The water distribution system is to realize the rational distribution of water in space and time and the efficient use of water resources according to the water level of the sluice and the combination of the gate opening under the condition of meeting the water consumption. Improve the utilization rate of water resources. The existing water distribution system is divided into local control, centralized con...

AI Technical Summary

Problems solved by technology

The existing water distribution system is divided into local control, centralized control and remote control of the gate. With the application of computer and automatic control technology, more and more remote control methods are used. The management personnel can realize the remote operation of the gate in the control center. , but most of the gate openings mainly rely on manual calculation and control. Without deep learning technology, it is impossible to dynamically track water level changes and related gate status, and cannot fully utilize the overall benefits of the gate group to realize the joint adjustment of the system gate group and the system. Overall water distribution dispatch optimization

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