Continuous measurement method, device and equipment for direct carbon emission in carbon emission park and medium

Abstract

The invention belongs to the technical field of electric power automation, and discloses a direct carbon emission continuous measurement method, device, equipment and medium for a carbon emission park, and the method comprises the steps: collecting a CO2 distribution diagram of the surrounding ground of the park; collecting relevant parameters of direct emission of CO2 in the park; and inputting the park peripheral ground CO2 distribution diagram and park CO2 direct emission related parameters into a trained BP neural network fused with a convolutional network and a full-connection network to obtain a real-time measurement result of park direct carbon emission. According to the invention, real-time concentration data of CO2 on the surrounding ground of a high-carbon emission industrial park, main production indexes of a plant, temperature and wind power of the plant, and satellite monitoring data of carbon dioxide concentration above the plant are collected, and an improved BP neural network integrating a convolutional network and a full-connection network is used to realize real-time monitoring of CO2 concentration on the surrounding ground of the industrial park. And continuous real-time monitoring of direct carbon emission in a high-carbon emission park is realized.

Description

technical field [0001] The invention belongs to the technical field of electric power automation, and in particular relates to a continuous measurement method, device, equipment and medium for direct carbon emission in a carbon emission park. Background technique [0002] Industrial parks, thermal power plants and other high carbon emission parks CO 2 Emissions respectively account for CO 2 30% and 40% of the total emissions, and both are centralized and fixed carbon emission sources. They have inherent advantages in carbon monitoring and emission reduction, and are the key targets for scientific and precise carbon emission reduction. [0003] carbon dioxide (CO 2 ) emission reduction depends on an accurate carbon emission monitoring system. Objective, accurate and verifiable carbon emission data is the key to the government’s environmental legislation, formulation of pollution source emission limits and assessment policies, control of carbon emission reduction progress, a...

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Problems solved by technology

[0008] The above method, the emission factor method, needs to list the carbon emission factors of the park according to the conditions. The emission factors are rough if the conditions are small, and the emission factors are accurate if the conditions are large and the data is large, but the operation is cumbersome. The carbon balance method has extremely high requirements for the carbon content data of the raw materials in the park. , most of the parks and enterprises are difficult to meet the conditions; the direct monitoring method, when measuring the air flow disorder, the error of the equipment increases, and the working environment of the equipment is harsh, the equipment is easily damaged, and the monitoring cost is high

[0009] To sum up, the first two methods are cumbersome to operate and have strict data requirements, which may be difficult to operate or have limited accuracy in practical applications; while the third method, generally speaking, the working environment of the equipment is harsh, the equipment is easily damaged, and monitoring high cost

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