The existing technology and the application of digital artificial intelligent in the wastewater treatment area: A review paper

Abstract

Wastewater treatment using various existing technologies, including advanced oxidation processes, adsorption, and membrane separation for various pollutants removal from industrial and municipal wastewater streams, is an essential aspect of reaching environmental sustainability to keep human well-being and healthy economic growth. However, some challenging elements along with the wastewater treatment process affect pollutant removal efficiency and other resources. This condition will lead to various uncertainty in the wastewater treatment system related to the fluctuations in the quality of treated water and wastewater, operation costs, and environmental risk. Artificial intelligence can then be such a reliable solution to predict and minimize those complications and optimize the process and parameters implemented in the wastewater treatment system.

[Retracted] Application of a Remotely Controlled Artificial Intelligence Analgesic Pump Device in Painless Treatment of Children

“…Previously, intermittent analgesia was mostly achieved through two analgesic pumps connected to a three-way catheter, one pump for intermittent injection and the other pump for PCA. We connected the timer at the PCA key to realize the parallel path without affecting the PCA key function [ 14 , 15 ].…”

Current Development of Sorbents Derived From Plant and Animal Waste as Green Solution for Treating Polluted Aqueous Media

“…Water and wastewater treatment technology can be applied in a sole or an integrated system. An integrated system combines two or more treatment methods depending on several measurements such as the initial quality, expected outcome, and final purposes of treated water and wastewater [19]. Therefore, this work will also present some available technologies that can be implemented for treating water and wastewater before focusing the discussion on current research regarding the utilization of various plant and animal-based sorbent.…”

“…Several techniques can be chosen to perform oxidation process including Fenton, Fenton-like, photo assisted Fenton and photocatalytic reaction [25][26][27][28]. However, apart from the practicality and effectiveness, AOPs methods have some drawbacks related to significant chemicals use, sludge generation, and by-product formation [19].…”

Modified biomass adsorbents for removal of organic pollutants: a review of batch and optimization studies

“…This leads to a reduction in the cost and time of an experiment. Furthermore, AI has been shown to be capable of identifying complex and complicated nonlinear relationships among several parameters and variables in addition to showing correlations of simulated output and the interactive influence among variables (Nasr et al 2017;Mazloom et al 2020;Liao and Yao 2021;Martini and Roni 2021).…”