Optimizing simple deterministically constructed cycle reservoir network with a Redundant Unit Pruning Auto-Encoder algorithm
Sign Up to like & getrecommendations! Published in 2019 at "Neurocomputing"
DOI: 10.1016/j.neucom.2019.05.035
Abstract: Abstract Echo State Network (ESN) is a specific form of recurrent neural network, which displays very rich dynamics owing to its reservoir based hidden neurons. In the issue, ESN is viewed as a powerful approach… read more here.
Keywords: layer weights; algorithm; network; reservoir ... See more keywords
A Redundant Unit to Form T-Type Three-Level Inverters Tolerant of IGBT Open-Circuit Faults in Multiple Legs
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DOI: 10.1109/tpel.2019.2912177
Abstract: T-type multilevel (T2ML) inverters feature low total harmonic distortion and high efficiency. Reliability improvement is particularly important for T2ML inverters because they have high power device count. Methods that provide T2ML inverters with the ability… read more here.
Keywords: circuit faults; redundant unit; faults multiple; unit ... See more keywords
Recovering Partial Three-Level Operation in a T-Type Inverter With Fault Management Redundant Unit
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Power Electronics"
DOI: 10.1109/tpel.2020.2972592
Abstract: A redundant unit has been utilized in prior work for a T-type three-level inverter to handle multiple open-circuit faults, but the output was limited to two levels. In this article, equivalent switching state and improved… read more here.
Keywords: redundant unit; level; three level; fault ... See more keywords