Self-optimizing control–A survey
Self-optimizing control is a strategy for selecting controlled variables. It is distinguished by
the fact that an economic objective function is adopted as a selection criterion. The aim is to …
the fact that an economic objective function is adopted as a selection criterion. The aim is to …
Recent advances in dynamic modeling and process control of pva degradation by biological and advanced oxidation processes: A review on trends and advances
YP Lin, R Dhib, M Mehrvar - Environments, 2021 - mdpi.com
Polyvinyl alcohol (PVA) is an emerging pollutant commonly found in industrial wastewater,
owing to its extensive usage as an additive in the manufacturing industry. PVA's popularity …
owing to its extensive usage as an additive in the manufacturing industry. PVA's popularity …
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 …
optimization (DMOALO) and deep learning algorithm is proposed, which could optimize …
Adaptive fuzzy neural network control of wastewater treatment process with multiobjective operation
JF Qiao, Y Hou, L Zhang, HG Han - Neurocomputing, 2018 - Elsevier
This study investigates an adaptive fuzzy neural network control system for the
multiobjective operation of wastewater treatment process (WWTP) with standard effluent …
multiobjective operation of wastewater treatment process (WWTP) with standard effluent …
Cooperative fuzzy-neural control for wastewater treatment process
H Han, H Liu, J Li, J Qiao - IEEE Transactions on Industrial …, 2020 - ieeexplore.ieee.org
Wastewater treatment process, including multiple biochemical reactions, is a complex
industrial process with strong nonlinearity and time-varying dynamics. It is a challenge to …
industrial process with strong nonlinearity and time-varying dynamics. It is a challenge to …
Event-driven model predictive control with deep learning for wastewater treatment process
Wastewater treatment processes (WWTPs) have been considered as complex control
problems, because effluent water standard, stability and multioperational conditions need to …
problems, because effluent water standard, stability and multioperational conditions need to …
Real-time model predictive control of a wastewater treatment plant based on machine learning
A Bernardelli, S Marsili-Libelli, A Manzini… - Water Science and …, 2020 - iwaponline.com
Two separate goals should be jointly pursued in wastewater treatment: nutrient removal and
energy conservation. An efficient controller performance should cope with process …
energy conservation. An efficient controller performance should cope with process …
Assessing the impact of EKF as the arrival cost in the moving horizon estimation under nonlinear model predictive control
M Valipour, LA Ricardez-Sandoval - Industrial & Engineering …, 2021 - ACS Publications
In this work, we investigate the performance of nonlinear model predictive control (NMPC)
and moving horizon estimation (MHE) in a feedback control system subject to different …
and moving horizon estimation (MHE) in a feedback control system subject to different …
Data-driven robust adaptive control with deep learning for wastewater treatment process
G Wang, Y Zhao, C Liu, J Qiao - IEEE Transactions on Industrial …, 2023 - ieeexplore.ieee.org
Owing to high complexity and time-variant operation, as well as increasingly requirements
for water quality, stability, and reliability, the wastewater treatment process (WWTP) is …
for water quality, stability, and reliability, the wastewater treatment process (WWTP) is …
A self-organizing sliding-mode controller for wastewater treatment processes
H Han, X Wu, J Qiao - IEEE Transactions on Control Systems …, 2018 - ieeexplore.ieee.org
Nonlinearity, uncertainties, and disturbances exist extensively in wastewater treatment
processes (WWTPs), which result in control performance degradation and critical instability …
processes (WWTPs), which result in control performance degradation and critical instability …