Suction detection and suction suppression of centrifugal blood pump based on the FFT-GAPSO-LSTM model and speed modulation

Centrifugal blood pumps are important devices used to treat heart failure. However, they are prone to high-risk suction events that pose a threat to human health when operating at high speeds. To address these issues, a normal suction detection method and a suction suppression method based on the FF...

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Váldodahkkit: Xin Liu, Hongyi Qu, Chuangxin Huang, Lingwei Meng, Qi Chen, Qiuliang Wang
Materiálatiipa: Artihkal
Giella:English
Almmustuhtton: Elsevier 2024-02-01
Ráidu:Heliyon
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Liŋkkat:http://www.sciencedirect.com/science/article/pii/S2405844024020231