Abstract
With the rapid development of cloud computing technology and the increasing intelligence of various reactor equipment in nuclear power plants, fault prediction and health management have become more and more important. Generally, traditional machine learning methods face the problem of difficulty in adequately handling massive data, which poses a serious challenge to health management. However, the Cloud-Edge-Terminal framework, which tightly integrates cloud computing, edge computing, and terminal devices for efficient data processing and business services, provides new ideas to solve the above. Firstly, this paper describes the importance of reactor equipment fault diagnosis, then reviews the development of fault diagnosis at various stages, then integrates the cloud-edge-end architecture into reactor critical equipment health management, and focuses on the technological approaches involved in reactor equipment prognostics and health management under this model, and finally discusses future research directions and development trends.
| Original language | English |
|---|---|
| Title of host publication | 15th Global Reliability and Prognostics and Health Management Conference, PHM-Beijing 2024 |
| Editors | Huimin Wang, Steven Li |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 9798350354010 |
| DOIs | |
| State | Published - 2024 |
| Event | 15th IEEE Global Reliability and Prognostics and Health Management Conference, PHM-Beijing 2024 - Beijing, China Duration: 11 Oct 2024 → 13 Oct 2024 |
Publication series
| Name | 15th Global Reliability and Prognostics and Health Management Conference, PHM-Beijing 2024 |
|---|
Conference
| Conference | 15th IEEE Global Reliability and Prognostics and Health Management Conference, PHM-Beijing 2024 |
|---|---|
| Country/Territory | China |
| City | Beijing |
| Period | 11/10/24 → 13/10/24 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- cloud-edge-terminal architecture
- prognostics and health management
- reactor equipment
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