Soft sensor modeling method for Pichia pastoris fermentation process based on domain adaptation ensemble LSTM

Soft sensor modeling method for Pichia pastoris fermentation process based on domain adaptation ensemble LSTM

To address the challenges of limited labeled sample information and the inability to effectively utilize public information across different fermentation batches in Pichia pastoris fermentation process, this paper propose a soft-sensing modeling method based on domain adaptation ensemble LSTM. First...

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Bibliographic Details
Main Authors: Bo Wang, Jun Wei, Yongxian Song, Hui Jiang
Format: Article
Language:English
Published: Elsevier 2025-10-01
Series:Alexandria Engineering Journal
Subjects:
Soft sensor model
Domain adaptation
Ensemble learning
LSTM
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016825007070
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