Adaptive prediction for effluent quality of wastewater treatment plant: Improvement with a dual-stage attention-based LSTM network

T An, K Feng, P Cheng, R Li, Z Zhao, X Xu… - Journal of Environmental …, 2024 - Elsevier
The accurate effluent prediction plays a crucial role in providing early warning for abnormal
effluent and achieving the adjustment of feedforward control parameters during wastewater …

The coagulation-precipitation turbidity prediction model for precision drug delivery system based on deep learning and machine vision

S Peng, Y Guo, J Wang, Y Wang, W Zhang… - Journal of …, 2024 - Elsevier
The process effect of coagulation and precipitation is an important factor affecting the quality
and economic cost of wastewater treatment, but it is very difficult to automatically control the …

Improved network intrusion classification with attention-assisted bidirectional LSTM and optimized sparse contractive autoencoders

J Bi, Z Guan, H Yuan, J Zhang - Expert Systems with Applications, 2024 - Elsevier
Accurately identifying network intrusion cannot only help individuals and enterprises better
deal with network security problems, but also maintain the Internet environment. This work …

[HTML][HTML] Water quality prediction using LSTM with combined normalizer for efficient water management

N Mahesh, JJ Babu, K Nithya, SA Arunmozhi - Desalination and Water …, 2024 - Elsevier
Predicting water quality is a significant area of study in the field of smart water technology,
since it may provide valuable assistance in managing and mitigating water pollution. Due to …

Water quality prediction in the Yellow River source area based on the DeepTCN-GRU model

Q Tian, W Luo, L Guo - Journal of Water Process Engineering, 2024 - Elsevier
Water quality prediction is critical in water resource management. Accurate water quality
prediction can detect potential water quality issues ahead of time and provides an important …

Neurodynamics-Driven Prediction Model for State Evolution of Coastal Water-Quality

G Wang, H Chen, S Jiang, H Han… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Coastal water quality prediction is the indispensable work to prevent the red tide and marine
pollution accidents, which also provides the effective assistance to study ocean carbon sink …

Water Quality Assessment Tool for On-site Water Quality Monitoring

SO Olatinwo, TH Joubert, DD Olatinwo - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Reliable water quality monitoring requires on-site processing and assessment of water
quality data in near real-time. This helps to promptly detect changes in water quality, prevent …