Sliding mode variable structure control for wastewater treatment based on an improved linear extended observer DOI
Qing Liu, Xiangyuan Jiang, Nan Qi

et al.

Journal of Water Process Engineering, Journal Year: 2024, Volume and Issue: 68, P. 106435 - 106435

Published: Nov. 15, 2024

Language: Английский

Low-carbon, green, and economic scheme for wastewater treatment process based on multi-objective optimal control DOI
Zhenglei He,

Shizhong Li,

Dingding Hu

et al.

Chemical Engineering Science, Journal Year: 2025, Volume and Issue: 306, P. 121297 - 121297

Published: Jan. 29, 2025

Language: Английский

Citations

0
Combining POA-VMD for multi-machine learning methods to predict ammonia nitrogen in the largest freshwater lake in China (Poyang Lake) DOI
Chengming Luo,

Xihua Wang,

Y. Jun Xu

et al.

Journal of Water Process Engineering, Journal Year: 2025, Volume and Issue: 72, P. 107511 - 107511

Published: March 22, 2025

Language: Английский

Citations

0
Energy Optimization in Large-Scale Recirculating Aquaculture Systems: Implementation and Performance Analysis of a Hybrid Deep Learning Approach DOI Creative Commons

Ashwaq M. Alnemar,

Wael M. Elmessery, Farahat S. Moghanm

et al.

Aquacultural Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 102561 - 102561

Published: May 1, 2025

Language: Английский

Citations

0
Unlocking synergies of drawdown operation: Multi-objective optimization of reservoir emergency storage capacity DOI

Shufei Li,

Di Zhu, Fanqi Lin

et al.

Journal of Environmental Management, Journal Year: 2024, Volume and Issue: 368, P. 122148 - 122148

Published: Aug. 13, 2024

Language: Английский

Citations

2
Optimization control of wastewater treatment based on neural network and multi-objective optimization algorithm DOI Creative Commons
Xijun Zhang,

Si Yong

Desalination and Water Treatment, Journal Year: 2024, Volume and Issue: 320, P. 100736 - 100736

Published: Aug. 28, 2024

Language: Английский

Citations

2
Multiobjective Optimization of Papermaking Wastewater Treatment Processes under Economic, Energy, and Environmental Goals DOI
Zhenglei He,

Zaohao Lu,

Xu Wang

et al.

Environmental Science & Technology, Journal Year: 2024, Volume and Issue: 58(36), P. 16076 - 16086

Published: July 22, 2024

Due to the heterogeneity of recycled paper materials and production conditions, pollutants in papermaking wastewater fluctuate sharply over time. Quality control treatment process (PWTP) is challenging costly. As regulations are also growing about environmental effects PWTP on greenhouse gas (GHG) emission, energy consumption, etc., formulates a complex multiobjective optimization problem. This research established multiagent deep reinforcement learning framework simultaneously optimize cost, GHG emission PWTP, subjected effluent quality, realize economic, energy, (3E) goals. The biological mills was simulated using benchmark simulation model no. 1 (BSM1). data generated based BSM manual utilized for training, real acquired from local factory used estimate performance. results show that proposed method outperforms conventional techniques identifying best strategies multiple targets.

Language: Английский

Citations

1
Sliding Mode Variable Structure Control of Wastewater Treatment Process Based on Improved Linear Extended Observer DOI
Qing Liu, Xiangyuan Jiang

Published: Jan. 1, 2024

Language: Английский

Citations

0
Sliding mode variable structure control for wastewater treatment based on an improved linear extended observer DOI
Qing Liu, Xiangyuan Jiang, Nan Qi

et al.

Journal of Water Process Engineering, Journal Year: 2024, Volume and Issue: 68, P. 106435 - 106435

Published: Nov. 15, 2024

Language: Английский

Citations

0