Intelligent control method for remediation of petroleum-contaminated soil

Abstract

The invention relates to an intelligent control decision in the field of intelligent environmental protection, and particularly discloses an intelligent control method for repairing petroleum-contaminated soil, which comprises the following steps of: searching a feature extreme value of a soil image in a local area in a high-dimensional space through a sliding window; the convolutional neural network being trained through a difference loss function between a training position corresponding to the extreme point and a real position, so that the trained convolutional neural network can extract position features of the liquid outlet pipeline inserted into the soil; the absolute value of the difference value between the characteristic value in the local area and the characteristic extreme point being added and coded through a coder, so that a coding result is obtained, and the value of each bit of the coding result corresponds to the depth value of the characteristic extreme point inserted into the pipeline of the microbial remediation liquid. Therefore, according to the scheme, the insertion position and the insertion depth of the liquid outlet pipeline can be intelligently controlled, so that the remediation effect of contaminated soil is improved.

Description

technical field [0001] This application relates to intelligent control decision-making in the field of intelligent environmental protection, and more specifically, relates to an intelligent control method for oil-contaminated soil remediation, an intelligent control system and electronic equipment for oil-contaminated soil remediation. Background technique [0002] With the continuous development of society and science and technology, the protection of natural resources is gradually paid attention to, and the protection of soil resources is an important part. In order to ensure that the contaminated soil can be used normally, the contaminated soil will be repaired in various ways. For the oil-contaminated soil, such as the soil near the oil well that has been exploited, most of them are repaired by microbial remediation. [0003] In the process of microbial remediation, the liquid outlet pipe is generally inserted into the contaminated soil, so that the microbial remediation...

AI Technical Summary

Problems solved by technology

However, due to the different contamination conditions of the soil, at present, the position and depth of the outlet pipe inserted into the soil are determined empirically, or even randomly in most cases, which affects the pollution to a certain extent. Soil Restoration Effect

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