Transforming Prediction into Decision: Leveraging Transformer-Long Short-Term Memory Networks and Automatic Control for Enhanced Water Treatment Efficiency and Sustainability

Transforming Prediction into Decision: Leveraging Transformer-Long Short-Term Memory Networks and Automatic Control for Enhanced Water Treatment Efficiency and Sustainability

The study addresses the critical issue of accurately predicting ammonia nitrogen (NH<sub>3</sub>-N) concentration in a sequencing batch reactor (SBR) system, achieving reduced consumption through automatic control technology. NH<sub>3</sub>-N concentration serves as a key ind...

Full description

Saved in:
Bibliographic Details
Main Authors: Cheng Qiu, Qingchuan Li, Jiang Jing, Ningbo Tan, Jieping Wu, Mingxi Wang, Qianglin Li
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Sensors
Subjects:
ammonia nitrogen prediction
sequencing batch reactor
transformer network
long short-term memory network
automatic control
Online Access:https://www.mdpi.com/1424-8220/25/6/1652
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/1424-8220/25/6/1652

Similar Items