Dynamic optimization of a wastewater treatment process for sustainable operation using multi-objective genetic algorithm and non-dominated sorting cuckoo search …

KG Aparna, R Swarnalatha - Journal of Water Process Engineering, 2023 - Elsevier
Wastewater treatment plants (WWTP) face challenges due to nonlinearity and influent
oscillations. An efficient optimal control system is necessary to improve effluent water quality …

Optimal control of sewage treatment process using a dynamic multi-objective particle swarm optimization based on crowding distance

H Dai, J Zhao, Z Wang, C Chen, X Liu, Z Guo… - Journal of …, 2023 - Elsevier
A variety of multi-objective optimization algorithms has been extensively investigated in the
past decades to tackle the optimal decision of sewage treatment process. However …

Optimal control for wastewater treatment process based on an adaptive multi-objective differential evolution algorithm

JF Qiao, Y Hou, HG Han - Neural Computing and Applications, 2019 - Springer
In this paper, for the operations of wastewater treatment processes (WWTPs), an intelligent
multi-objective optimization control (IMOOC), based on an adaptive multi-objective …

Dynamic optimal control for wastewater treatment process under multiple operating conditions

HG Han, L Zhang, J Qiao - IEEE Transactions on Automation …, 2022 - ieeexplore.ieee.org
Wastewater treatment process (WWTP) is operated with multiple conditions. Accurately
identify these conditions and satisfy the different requirements are the keys to guarantee the …

Dynamic optimization of wastewater treatment process based on novel multi-objective ant lion optimization and deep learning algorithm

G Niu, X Li, X Wan, X He, Y Zhao, X Yi, C Chen… - Journal of Cleaner …, 2022 - Elsevier
In this paper, a novel dynamic optimization control based on multi-objective ant lion
optimization (DMOALO) and deep learning algorithm is proposed, which could optimize …

Dynamic multi-objective optimization control for wastewater treatment process

J Qiao, W Zhang - Neural Computing and Applications, 2018 - Springer
A dynamic multi-objective optimization control (DMOOC) scheme is proposed in this paper
for the wastewater treatment process (WWTP), which can dynamically optimize the set …

An effective dynamic immune optimization control for the wastewater treatment process

F Li, Z Su, G Wang - Environmental Science and Pollution Research, 2022 - Springer
To resolve the conflict between multiple performance indicators in the complicated
wastewater treatment process (WWTP), an effective optimization control scheme based on a …

Dynamic MOPSO-based optimal control for wastewater treatment process

HG Han, Z Liu, W Lu, Y Hou… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
To achieve excellent treatment performance of complex and time-varying characteristics, the
operation of wastewater treatment process (WWTP) has been considered as a dynamic …

Multi-objective optimization based controller design for improved wastewater treatment plant operation

ESS Tejaswini, S Panjwani, UBB Gara… - … Technology & Innovation, 2021 - Elsevier
Wastewater treatment plants (WWTPs) are highly complex and nonlinear processes. The
challenge lies in the design of a control strategy to lower the operational costs and to …

Multiobjective design of fuzzy neural network controller for wastewater treatment process

HG Han, L Zhang, HX Liu, JF Qiao - Applied Soft Computing, 2018 - Elsevier
In this paper, an improved multiobjective optimal control (MOOC) strategy is developed to
improve the operational efficiency, satisfy the effluent quality (EQ) and reduce the energy …