Evaluation of LSTM‐Based Short‐Term Prediction of MBR Operational Parameters: Applicability and Limitations for Aeration Control Applications

Minh Binh Nguyen, Vu Van Huynh, Tetsurou Ueyama, Masatosi Hayashi, Tetsuo Imai, Kazuto Miyazaki, Tomoaki Itayama

Open source

DOI
10.1002/wer.70528
Published
2026-08
Container
Water Environment Research
Publisher
Wiley
Open access
unknown

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BibTeX

@article{allodium:10.1002/wer.70528,
  title = {Evaluation of LSTM‐Based Short‐Term Prediction of MBR Operational Parameters: Applicability and Limitations for Aeration Control Applications},
  author = {Minh Binh Nguyen and Vu Van Huynh and Tetsurou Ueyama and Masatosi Hayashi and Tetsuo Imai and Kazuto Miyazaki and Tomoaki Itayama},
  year = {2026},
  journal = {Water Environment Research},
  doi = {10.1002/wer.70528},
  url = {https://doi.org/10.1002/wer.70528}
}

RIS

TY  - JOUR
TI  - Evaluation of LSTM‐Based Short‐Term Prediction of MBR Operational Parameters: Applicability and Limitations for Aeration Control Applications
AU  - Minh Binh Nguyen
AU  - Vu Van Huynh
AU  - Tetsurou Ueyama
AU  - Masatosi Hayashi
AU  - Tetsuo Imai
AU  - Kazuto Miyazaki
AU  - Tomoaki Itayama
PY  - 2026
JO  - Water Environment Research
DO  - 10.1002/wer.70528
UR  - https://doi.org/10.1002/wer.70528
ER  - 

APA

Nguyen, M. B., Huynh, V. V., Ueyama, T., Hayashi, M., Imai, T., Miyazaki, K., & Itayama, T. (2026). Evaluation of LSTM‐Based Short‐Term Prediction of MBR Operational Parameters: Applicability and Limitations for Aeration Control Applications. Water Environment Research. https://doi.org/10.1002/wer.70528

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