ARIMA-Based Forecasting of Wastewater Flow Across Short to Long Time Horizons

ARIMA-Based Forecasting of Wastewater Flow Across Short to Long Time Horizons

Improving urban wastewater treatment efficiency and quality is urgent for most cities. The accurate wastewater flowrate forecast of a wastewater treatment plant (WWTP) is crucial for cutting energy use and reducing pollution. In this study, two hybrid models are proposed: ARIMA–Markov and ARIMA–LSTM...

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Bibliographic Details
Main Authors: Jiawen Ye, Xulai Meng, Haiying Wang, Qingdao Zhou, Siwei An, Tong An, Pooria Ghorbani Bam, Diego Rosso
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Mathematics
Subjects:
autoregressive integrated moving average
long short-term memory
Markov
Transformer
wastewater flowrate forecast
wastewater treatment plant
Online Access:https://www.mdpi.com/2227-7390/13/13/2098
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