Comprehensive Environmental Monitoring System for Industrial and Mining Enterprises Using Multimodal Deep Learning and CLIP Model

Comprehensive Environmental Monitoring System for Industrial and Mining Enterprises Using Multimodal Deep Learning and CLIP Model

Addressing the challenges of limited accuracy in anomaly detection within comprehensive environmental monitoring of industrial and mining enterprises, and the constraints posed by singular data modalities, this study proposes an integration of a multimodal Long Short-Term Memory (LSTM) model with th...

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Bibliographic Details
Main Authors: Shuqin Wang, Na Cheng, Yan Hu
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Industrial and mining enterprises
integrated environmental monitoring system
multimodal LSTM model
CLIP model
anomaly detection accuracy
Online Access:https://ieeexplore.ieee.org/document/10852209/
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https://ieeexplore.ieee.org/document/10852209/

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