Research and design of intelligent monitoring and diagnosis system for thermal power units based on artificial intelligence and expert experience

This paper proposes an intelligent monitoring and diagnosis system for thermal power units based on artificial intelligence and expert experience, aimed to assists the operators of thermal power plants to monitor the operation of thermal power units and provides diagnostic references. The core of the system is the construction of early warning models and diagnosis models. On this basis, four major application modules are constructed, namely data center, algorithm center, model center, and monitoring center, realizing real-time monitoring, intelligent early warning and diagnostic analysis of thermal power units.

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Publication Details

Published
2024-11-01
DOI
https://doi.org/10.1109/icei63732.2024.10917219
Primary Topic
Advanced Algorithms and Applications
Type
article
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Research and design of intelligent monitoring and diagnosis system for thermal power units based on artificial intelligence and expert experience

Li Yang, Hailong Zhang, F.-M. Zhang, Shishuai Zhang et al.
Advanced Algorithms and Applications
article

Research and design of intelligent monitoring and diagnosis system for thermal power units based on artificial intelligence and expert experience

Li Yang, Hailong Zhang, F.-M. Zhang, Shishuai Zhang, Shan Lu, Zhen Xing Kong, Gen Li, Shuo Chen
article en

Abstract

This paper proposes an intelligent monitoring and diagnosis system for thermal power units based on artificial intelligence and expert experience, aimed to assists the operators of thermal power plants to monitor the operation of thermal power units and provides diagnostic references. The core of the system is the construction of early warning models and diagnosis models. On this basis, four major application modules are constructed, namely data center, algorithm center, model center, and monitoring center, realizing real-time monitoring, intelligent early warning and diagnostic analysis of thermal power units.

NARI Group (China) (CN)
Affordable and clean energy
Openalex Percentile: Top 65%
Advanced Algorithms and Applications
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