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Fig 1.

Layout of inspection robot for belt conveyor.

1-robot walking track; 2-walking track fixed frame; 3-conveyor inspection robot; 4-conveyor roller; 5-conveyor; 6-thermal imaging camera.

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Fig 2.

Schematic diagram of infrared thermal imaging.

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Fig 3.

Abnormal monitoring flow of belt conveyor roller in coal mine based on thermal infrared image characteristics.

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Fig 4.

Result of image preprocessing.

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Fig 5.

Structure of idler identification and inspection model.

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Fig 6.

CSPNet structure.

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Fig 7.

Failure types of conveyor rollers.

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Fig 8.

Target recognition of idler.

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Fig 9.

Infrared detection image of idler.

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Fig 10.

Temperature monitoring data of normal and faulty idlers.

(a) Comparison of temperature at idler bearing. (b) Comparison of surface temperature of idler.

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Fig 11.

Temperature monitoring data of idlers at different belt speeds.

(a) Comparison of temperature at idler bearing. (b) Comparison of surface temperature of idler.

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Fig 11 Expand

Table 1.

Temperature rise coefficient.

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Table 1 Expand