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Power Switch Open-Circuit Fault Detection in an Interleaved DC/DC Buck Converter for Electrolyzer Applications by Using Curvilinear Component Analysis
- Source :
- 21st International Conference on Electrical Machines and Systems (ICEMS), 21st International Conference on Electrical Machines and Systems (ICEMS), Oct 2018, Jeju, South Korea. pp.2221-2225
- Publication Year :
- 2018
- Publisher :
- HAL CCSD, 2018.
-
Abstract
- International audience; Nowadays, the use of electrolyzers to cleanly and efficiently generate hydrogen from renewable energy sources is an attractive solution. Like fuel cell systems, DC/DC converters are needed to interface the DC bus with the electrolyzer. Classic buck converters are generally used for this purpose. However, these topologies must meet several requirements from output current ripple reduction and availability in case of electrical failures point of view. Hence, an interleaved DC/DC buck converter has been chosen as a viable solution in order to meet these requirements. With the aim of improving the availability and reliability of the DC/DC converter, the development of a power switch fault detection method is mandatory. This paper proposes a novel power switch fault detection method based on a non-linear dimensionality reduction technique, implemented by means of a neural network. Experimental tests are carried out for demonstrating the performance of the proposed strategy to accurately detect the faulty leg.
- Subjects :
- reliability
business.industry
Computer science
Buck converter
020208 electrical & electronic engineering
[SPI.NRJ]Engineering Sciences [physics]/Electric power
Electrical engineering
Topology (electrical circuits)
electrolyzer, dc-dc converter, power switch fault diagnosis, reliability, curvilinear component analysis
02 engineering and technology
Converters
Network topology
7. Clean energy
DC-BUS
Fault detection and isolation
electrolyzer
Power (physics)
Reliability (semiconductor)
power switch fault diagnosis
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
dc-dc converter
business
curvilinear component analysis
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- 21st International Conference on Electrical Machines and Systems (ICEMS), 21st International Conference on Electrical Machines and Systems (ICEMS), Oct 2018, Jeju, South Korea. pp.2221-2225
- Accession number :
- edsair.doi.dedup.....66d43216d9a501f1f066359100c3e0ff