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In actual measurements, the pressure value fluctuates by 1 KN, which is within the normal range. Therefore, an error of 0.5 KN meets the anchor pressure prediction requirements and verifies the effectiveness of the proposed model in the prediction of anchor support forces in coal mine tunnels. ...