Abstract
As a major switching device in today's power systems, vacuum circuit breakers have a utilization rate of 95% in the medium voltage field. However, the lack of reliable online vacuum detection methods hampers their daily operation and expansion to higher voltage levels. This study proposes an online vacuum detection method for vacuum circuit breakers based on Fiber Optic Laser-induced Breakdown Spectroscopy (FO-LIBS), integrating a single fiber optic structure with LIBS technology. This method addresses the shortcomings of traditional LIBS systems, such as flexibility and cumbersome on-site operation, thereby better protecting the detection and analysis equipment. Experimental results demonstrate the stability of laser energy in the fiber optic laser coupling system and confirm the feasibility of laser excitation and plasma light collection through fiber optic transmission. Comparison of ablation pit morphology confirms that FO-LIBS is more suitable for applications requiring minimal damage compared to traditional LIBS. Spectral lines of copper and hydrogen elements were collected at 10 different pressures ranging from 10-4 Pa to 105 Pa, and the trends of spectra with pressure variation were investigated. Then, employing Support Vector Machine (SVM) algorithm as a classification algorithm achieved an accuracy rate of 97.8%. Our attention was directed towards the classification accuracy at low vacuum levels using visualized confusion matrices and ROC curves. The results demonstrate that this method is operationally simple, with flexible laser transmission, making it more suitable for application in extreme field environments. It can be considered a novel approach for online monitoring of vacuum levels in vacuum circuit breakers.
| Original language | English |
|---|---|
| Title of host publication | 2024 3rd International Conference on Power Systems and Electrical Technology, PSET 2024 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 677-682 |
| Number of pages | 6 |
| ISBN (Electronic) | 9798350353204 |
| DOIs | |
| State | Published - 2024 |
| Event | 3rd International Conference on Power Systems and Electrical Technology, PSET 2024 - Tokyo, Japan Duration: 5 Aug 2024 → 8 Aug 2024 |
Publication series
| Name | 2024 3rd International Conference on Power Systems and Electrical Technology, PSET 2024 |
|---|
Conference
| Conference | 3rd International Conference on Power Systems and Electrical Technology, PSET 2024 |
|---|---|
| Country/Territory | Japan |
| City | Tokyo |
| Period | 5/08/24 → 8/08/24 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 7 Affordable and Clean Energy
Keywords
- fiber-optical laser-induced breakdown spectroscopy
- laser fiber coupling
- online monitoring
- support vector machine algorithm
- vacuum circuit breaker vacuum detection
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