Quinolone antibiotics in sewage treatment plants with activated sludge treatment processes: A review on source, concentration and removal

Zou, Mengyuan; Tian, Weijun; Zhao, Jing; Chu, Meile; Song, Ting

doi:10.1016/j.psep.2022.02.013

Cited by 80 publications

(10 citation statements)

References 117 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Fuzzy control is a kind of control of nonlinear parameters, which belongs to the field of machine intelligence control. This control method does not require the construction of an accurate mathematical model, and has the characteristics of simple operation and high reliability for process control of complex systems with many input parameters, large parameter denaturation and high nonlinear uncertainty [ 17 ].…”

Section: Methodsmentioning

confidence: 99%

Intelligent Measurement and Analysis of Sewage Treatment Parameters based on Fuzzy Neural Algorithm with ARM9 Core CPU

2022

Computational Intelligence and Neuroscience

View full text Add to dashboard Cite

After entering the new century, the state continues to increase the construction of urban sewage treatment projects in response to the deteriorating water pollution situation. How to collect and analyze the sewage parameter variables in the sewage treatment process to ensure the intelligent measurement and accurate operation of the parameters in the treatment application is an urgent problem to be solved. This paper is mainly based on the computer-aided control system built by the ARM9 core embedded chip, and the feasibility and effectiveness of fuzzy neural network algorithms are discussed to improve the intelligent processing of sewage treatment parameters. After analyzing the principle and implementation flow of fuzzy control and neural network, starting from the characteristics of data collected by ARM9 core chip, the hybrid algorithm model is optimized and improved to further improve the convergence speed and accuracy of the algorithm. The simulation experiment proves that the optimized fuzzy neural control algorithm can effectively identify the dissolved oxygen, nitrate nitrogen, and other parameter data in the sewage treatment, and the recognition accuracy is very close to the true precision. Based on biosensors, the ARM9 core chip control system established by a recursive fuzzy neural network can greatly improve the tracking and control ability of parameters such as dissolved oxygen concentration and nitrate nitrogen concentration in microbial degradation. This has a good development prospect in wastewater treatment control applications. The experimental results show that the recursive fuzzy neural network algorithm proposed in this paper can dynamically track and control the nitrate concentration and dissolved oxygen concentration and ensure that the control is within the accuracy range. The accuracy of recognition is very close to the real accuracy.

show abstract

Section: Methodsmentioning

confidence: 99%

Intelligent Measurement and Analysis of Sewage Treatment Parameters based on Fuzzy Neural Algorithm with ARM9 Core CPU

2022

Computational Intelligence and Neuroscience

View full text Add to dashboard Cite

show abstract

“…Moreover, ion valence would also affect the sorption performance of antibiotics onto the EPS surface. Previous research also reported that bivalent cations have a stronger competitive adsorption capacity than monovalent cations, which might be related to the electronegativity of bivalent ions (Ca 2+ and Mg 2+ ) is higher than that of monovalent cations (Na + and K + ) [ 123 , 124 ]. The stronger the ability of metal ions to attract electrons, the more significant complexation between EPS and metals [ 124 ].…”

Section: Factors Influencing Eps-antibiotics Interactionsmentioning

confidence: 99%

Extracellular polymeric substances—antibiotics interaction in activated sludge: A review

Zhao

You²,

Yin³

et al. 2023

Environmental Science and Ecotechnology

View full text Add to dashboard Cite

“…In general, low remediation efficiencies for most antibiotics from wastewaters have been reported using CAS treatment ( Chaturvedi et al, 2021a ; Zou et al, 2022 ). Thus, CAS could be applied to treat some antibiotics; however, not all.…”

Section: Development Of Bioremediation Technologiesmentioning

confidence: 99%

Pharmaceutical Pollution in Aquatic Environments: A Concise Review of Environmental Impacts and Bioremediation Systems

et al. 2022

View full text Add to dashboard Cite

The presence of emerging contaminants in the environment, such as pharmaceuticals, is a growing global concern. The excessive use of medication globally, together with the recalcitrance of pharmaceuticals in traditional wastewater treatment systems, has caused these compounds to present a severe environmental problem. In recent years, the increase in their availability, access and use of drugs has caused concentrations in water bodies to rise substantially. Considered as emerging contaminants, pharmaceuticals represent a challenge in the field of environmental remediation; therefore, alternative add-on systems for traditional wastewater treatment plants are continuously being developed to mitigate their impact and reduce their effects on the environment and human health. In this review, we describe the current status and impact of pharmaceutical compounds as emerging contaminants, focusing on their presence in water bodies, and analyzing the development of bioremediation systems, especially mycoremediation, for the removal of these pharmaceutical compounds with a special focus on fungal technologies.

show abstract

Quinolone antibiotics in sewage treatment plants with activated sludge treatment processes: A review on source, concentration and removal

Cited by 80 publications

References 117 publications

Intelligent Measurement and Analysis of Sewage Treatment Parameters based on Fuzzy Neural Algorithm with ARM9 Core CPU

Intelligent Measurement and Analysis of Sewage Treatment Parameters based on Fuzzy Neural Algorithm with ARM9 Core CPU

Extracellular polymeric substances—antibiotics interaction in activated sludge: A review

Pharmaceutical Pollution in Aquatic Environments: A Concise Review of Environmental Impacts and Bioremediation Systems

Contact Info

Product

Resources

About