Artificial intelligence-driven distributed acoustic sensing technology and engineering application

Abstract Distributed acoustic sensing (DAS) technology is a fiber-optic based distributed sensing technology. It achieves real-time monitoring of acoustic signals by detecting weak disturbances along the fiber. It has advantages such as long measurement distance, high spatial resolution and large dynamic range. Artificial intelligence (AI) has great application potential in DAS technology, including data augmentation, preprocessing and classification and recognition of acoustic events. By introducing AI algorithms, DAS system can process massive data more automatically and intelligently. Through data analysis and prediction, AI-enabled DAS technology has wide applications in fields such as transportation,…

• DO
  Department of Natural Resources of Guangdong Province

  Award: GDNRC [2022] No. 22
• NS
  Natural Science Foundation of Shenzhen City

  Award: JCYJ20200109142010888
• ST
  Science, Technology and Innovation Commission of Shenzhen Municipality

  Awards: JCYJ20200109142010888, 20220815121807001