Výsledky vyhledávání - "Deep-stacked denoising autoencoder"

Deep learning framework designed for high-performance lithium-ion batteries state monitoring Autor Takyi-Aninakwa, Paul, Wang, Shunli, Liu, Guangchen, Fernandez, Carlos, Kang, Wenbin, Song, Yingze

“…Accurate state of charge (SOC) estimation is crucial for ensuring the safety of batteries, especially in real-time battery management system (BMS)…”
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Data augmentation versus noise compensation for x-vector speaker recognition systems in noisy environments Autor Mohammad Amini, Mohammad, Matrouf, Driss

“…The explosion of available speech data and new speaker modeling methods based on deep neural networks (DNN) have given the ability to develop more robust…”
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An intelligent diagnosis scheme based on generative adversarial learning deep neural networks and its application to planetary gearbox fault pattern recognition Autor Wang, Zirui, Wang, Jun, Wang, Youren

“…•A new diagnostic model named SDAE-GAN is proposed.•The model combines Generative Adversarial Networks and Stacked Denoising Autoencoders.•The performance of…”
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