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Identification of resistant pharmaceuticals in ozonation using QSAR modeling and their fate in electro-peroxone process
Umeå University, Faculty of Science and Technology, Department of Chemistry.
School of Environment, Beijing Key Laboratory for Emerging Organic Contaminants Control, State Key Joint Laboratory of Environmental Simulation and Pollution Control (Ministry of Education), Tsinghua University, Beijing, 100084, China.
Umeå University, Faculty of Science and Technology, Department of Chemistry.
Umeå University, Faculty of Science and Technology, Department of Chemistry.ORCID iD: 0000-0002-3949-7371
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2021 (English)In: Frontiers of Environmental Science and Engineering, ISSN 2095-2201, E-ISSN 2095-221X, article id 106Article in journal (Other academic) Published
Abstract [en]

The abatements of 89 pharmaceuticals in secondary effluent by ozonation and the electro-peroxone (Eperoxone) process were investigated. Based on the results, a quantitative structure-activity relationship(QSAR) model was developed to explore relationship between chemical structure of pharmaceuticalsand their oxidation rates by ozone. The orthogonal projection to latent structure (OPLS) method wasused to identify relevant chemical descriptors of the pharmaceuticals, from large number ofdescriptors, for model development. The resulting QSAR model, based on 44 molecular descriptorsrelated to the ozone reactivity of the pharmaceuticals, showed high goodness of fit (R2 = 0.963) andpredictive power (Q2 = 0.84). After validation, the model was used to predict second-order rateconstants of 491 pharmaceuticals of special concern (kO3 ) including the 89 studied experimentally. The predicted kO3 values and experimentally determined pseudo-first order rate constants of thepharmaceuticals’ abatement during ozonation (kOZ) and the E-peroxone process (kEP) were then usedto assess effects of switching from ozonation to the E-peroxone process on removal of thesepharmaceuticals. The results indicate that the E-peroxone process could accelerate the abatement ofpharmaceuticals with relatively low ozone reactivity (kO3 < ~102 M–1.s–1) than ozonation (3–10 min versus 5–20 min). The validated QSAR model predicted 66 pharmaceuticals to be highly O3-resistant.The developed QSAR model may be used to estimate the ozone reactivity of pharmaceuticals ofdiverse chemistry and thus predict their fate in ozone-based processes.

Place, publisher, year, edition, pages
Higher Education Press, 2021. article id 106
Keywords [en]
Ozone, Electro-peroxone, Wastewater, Quantitative structure activity relationship, Advanced oxidation processes
National Category
Chemical Sciences
Identifiers
URN: urn:nbn:se:umu:diva-176411DOI: 10.1007/s11783-021-1394-6ISI: 000616380300002Scopus ID: 2-s2.0-85100043139OAI: oai:DiVA.org:umu-176411DiVA, id: diva2:1497113
Note

Originally included in thesis in manuscript form.

Available from: 2020-11-04 Created: 2020-11-04 Last updated: 2023-09-05Bibliographically approved
In thesis
1. Removal of Micropollutants from Wastewater: evaluation of effect of upgrading ozonation to electro-peroxone
Open this publication in new window or tab >>Removal of Micropollutants from Wastewater: evaluation of effect of upgrading ozonation to electro-peroxone
2020 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The United Nations (UN) has adopted 17 “Sustainable Development Goals” (SDGs) to achieve a clean, better and sustainable future. SDG 6 is to ensure that everyone has access to clean water and sanitation by 2030. According to the UN Educational, Scientific and Cultural Organization (UNESCO), more than 80% of wastewater produced from human actions is discharged into rivers or seas without any pollution removal. Thus, the presence of micropollutants (MPs: including, inter alia, pharmaceuticals, biocides and personal care products) in wastewaters is a major challenge that poses potential threats not only to aquatic system but also to humans due to their potential toxicity and potential to induce antibiotic resistance. Wastewater treatment plants (WWTPs) are considered hotspots for release of MPs as the current treatment processes are not designed to remove them. This thesis is based on studies described in four appended papers (Papers I-IV) designed to help efforts to solve these problems by investigating the factors involved and developing advanced treatment processes for removing MPs.

Ozonation is one of the most intensively studied and widely used advanced treatment processes for removing MPs. However, due to ozone’s (O3) chemical selectivity, it cannot remove resistant MPs so its use (without additional treatments) results in their release into the environment. Thus, key objectives were to evaluate effects of switching to a new emerging process called electro-peroxone (E-peroxone) on MPs’ removal, by inserting two electrodes into an ozonation reactor. Its potential utility for other applications were also investigated.

Paper I addresses effects of upgrading from ozonation to E-peroxone on pharmaceuticals’ removal at lab-scale, using a quantitative structure-activity relationship (QSAR) model. For this purpose, the relationship between QSAR model-predicted second-order rate constants of ozone’s reactions with pharmaceuticals (kO3 values) and ratios of experimentally determined pseudo-first order rate constants of E-peroxone and ozonation (kEP/kOZ values) was examined. Results showed that E-peroxone accelerated the removal of O3-resistant pharmaceuticals. In addition, the QSAR model predicted kO3 values for 491 pharmaceuticals, which suggested that large numbers of pharmaceuticals have high O3 resistance. Paper II addresses the removal of antimicrobials, including biocides and antibiotics, by E-peroxone and ozonation in relation to the water matrix. The results indicated that all studied antibiotics were effectively removed by both processes. In contrast, most of the biocides were at most moderately reactive with ozone, so their removal rate by ozonation was lower. The E-peroxone process increased their removal rate (i.e. removed them much more rapidly) by enhancing formation of hydroxyl radicals (OH). Paper III reports the design, construction and tests of a pilot-scale mobile E-peroxone and ozonation system for removing naturally occurring MPs in secondary wastewater effluents. The tests included assessments of a new, scalable graphene modified carbon brush cathode for the E-peroxone process, which was found to enhance removal of moderately O3-reactive MPs significantly, and O3-resistant MPs moderately, while consuming similar amounts of electrical energy, or even less, for removing most of the MPs used in the experiments. Paper IV describes the regeneration of spent activated carbon, used for removing ionic MPs, by E-peroxone and ozonation. Both processes restored the activated carbon’s sorption efficiency to similar (or even higher) levels than that of virgin activated carbon, for all tested MPs except perfluorooctanoic acid (PFOA). It was concluded that sorption of MPs on regenerated activated carbon is mainly driven by interactions between ionic forms of the MPs with activated carbon’s charged surfaces rather than their interactions with pores in the activated carbon.

Place, publisher, year, edition, pages
Umeå: Umeå University, 2020. p. 75
Keywords
Electro-peroxone, ozone, hydroxyl radicals, advanced oxidation processes, pharmaceuticals, QSAR, biocides, wastewater, removal, predictions, water matrix, activated carbon, sorption, regeneration
National Category
Chemical Sciences Environmental Sciences Other Environmental Engineering Chemical Engineering Water Engineering
Research subject
environmental science
Identifiers
urn:nbn:se:umu:diva-176567 (URN)978-91-7855-427-0 (ISBN)978-91-7855-426-3 (ISBN)
Public defence
2020-12-03, Glasburen, KBC-huset, Linnaeus väg 10, Umeå, 10:00 (English)
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Audiens kan vara med via Zoom eller i Stora Fokusrummet, KBC.

Available from: 2020-11-12 Created: 2020-11-08 Last updated: 2025-02-18Bibliographically approved

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Mustafa, MajidLindberg, Richard H.Fick, JerkerTysklind, Mats

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