Research on Solidification Layer Detection in Coal Transportation Process Based on Improved YOLOv8 Algorithm

Author:

Xiang Baokang1ORCID,Zhou Ruihong1,Huang Kaifeng1,Dou Litong1

Affiliation:

1. School of Mechanical and Electrical Engineering, Huainan Normal University, Huainan 232001, China

Abstract

Railway transportation is one of the main modes of long-distance coal transportation, and it inevitably causes environmental pollution during the transportation process. In order to improve the environment along the railway and increase the utilization rate of coal resources, this paper proposes a detection algorithm for the scattered coal solidification layer during transportation based on the YOLOv8 model and designs an intelligent recognition model suitable for coal solidification layer detection devices by combining fluorescence detection methods. Through experimental analysis, we found that the model meets the requirements of practical detection and can play a crucial role in environmental protection, with high practical application value.

Funder

Kaifeng Huang

Publisher

MDPI AG

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