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[HTML][HTML] Deep learning in wastewater treatment: a critical review
Modeling wastewater processes supports tasks such as process prediction, soft sensing,
data analysis and computer assisted design of wastewater systems. Wastewater treatment …
data analysis and computer assisted design of wastewater systems. Wastewater treatment …
Research progress of the artificial intelligence application in wastewater treatment during 2012–2022: a bibliometric analysis
This study identified literatures from the Web of Science Core Collection on the application
of artificial intelligence in wastewater treatment from 2011 to 2022, through bibliometrics, to …
of artificial intelligence in wastewater treatment from 2011 to 2022, through bibliometrics, to …
Predictive control for the operation of cascade pum** stations in water supply canal systems considering energy consumption and costs
L Kong, Y Li, H Tang, S Yuan, Q Yang, Q Ji, Z Li… - Applied Energy, 2023 - Elsevier
Water supply canal systems (WSCSs) have a significant environmental and energetic impact
due to the large amount of energy consumed in water pum** and water losses. The safe …
due to the large amount of energy consumed in water pum** and water losses. The safe …
A survey and comparative evaluation of actor‐critic methods in process control
D Dutta, SR Upreti - The Canadian Journal of Chemical …, 2022 - Wiley Online Library
Actor‐critic (AC) methods have emerged as an important class of reinforcement learning
(RL) paradigm that enables model‐free control by acting on a process and learning from the …
(RL) paradigm that enables model‐free control by acting on a process and learning from the …
A multi-agent AI reinforcement-based digital multi-solution for optimal operation of a full-scale wastewater treatment plant under various influent conditions
Optimal operating systems have been widely employed to improve the economic and
environmental performance of wastewater treatment plants (WWTPs) for efficiently treating …
environmental performance of wastewater treatment plants (WWTPs) for efficiently treating …
Cost effective soft sensing for wastewater treatment facilities
M Alvi, T French, R Cardell-Oliver, P Keymer… - Ieee …, 2022 - ieeexplore.ieee.org
Wastewater treatment plants are complex, non-linear, engineered systems of physical,
biological and chemical processes operating at different timescales. Sensor systems are …
biological and chemical processes operating at different timescales. Sensor systems are …
Leading-edge Artificial Intelligence (AI), Machine Learning (ML), Blockchain, and Internet of Things (IoT) technologies for enhanced wastewater treatment systems
The escalating global demand for clean water mandates the development of inventive
approaches to wastewater treatment systems. This paper investigates the incorporation of …
approaches to wastewater treatment systems. This paper investigates the incorporation of …
Intelligent proximal-policy-optimization-based decision-making system for humanoid robots
With the advancements in technology, robots have gradually replaced humans in different
aspects. Allowing robots to handle multiple situations simultaneously and perform different …
aspects. Allowing robots to handle multiple situations simultaneously and perform different …
Label-free fault detection scheme for inverters of PV systems: Deep reinforcement learning-based dynamic threshold
G Seo, S Yoon, J Song, E Srivastava, E Hwang - Applied Sciences, 2023 - mdpi.com
Generally, photovoltaic (PV) fault detection approaches can be divided into two groups: end-
to-end and threshold methods. The end-to-end method typically uses a deep neural network …
to-end and threshold methods. The end-to-end method typically uses a deep neural network …
Novel intelligent control framework for WWTP optimization to achieve stable and sustainable operation
K Feng, Z Zhao, M Li, L Tian, T An, J Zhang… - ACS ES&T …, 2022 - ACS Publications
Intelligent control is a promising approach to achieve stable and sustainable operation at
municipal wastewater treatment plants (WWTPs). A desirable WWTP intelligent control …
municipal wastewater treatment plants (WWTPs). A desirable WWTP intelligent control …