Signal Super Prediction and Rock Burst Precursor Recognition Framework Based on Guided Diffusion Model with Transformer

Signal Super Prediction and Rock Burst Precursor Recognition Framework Based on Guided Diffusion Model with Transformer

Implementing precise and advanced early warning systems for rock bursts is a crucial approach to maintaining safety during coal mining operations. At present, FEMR data play a key role in monitoring and providing early warnings for rock bursts. Nevertheless, conventional early warning systems are as...

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Bibliographic Details
Main Authors: Mingyue Weng, Zinan Du, Chuncheng Cai, Enyuan Wang, Huilin Jia, Xiaofei Liu, Jinze Wu, Guorui Su, Yong Liu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Applied Sciences
Subjects:
rock burst
FEMR
guided diffusion model
transformer
signal super prediction
precursor recognition
Online Access:https://www.mdpi.com/2076-3417/15/6/3264
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