Co-combustion, life-cycle circularity, and artificial intelligence-based multi-objective optimization of two plastics and textile dyeing sludge

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dc.authorid0000-0003-1099-4363en_US
dc.contributor.authorDing, Ziyi
dc.contributor.authorChen, Zihong
dc.contributor.authorLiu, Jingyong
dc.contributor.authorEvrendilek, Fatih
dc.contributor.authorHe, Yao
dc.contributor.authorXie, Wuming
dc.date.accessioned2023-07-05T05:37:43Z
dc.date.available2023-07-05T05:37:43Z
dc.date.issued2022en_US
dc.departmentBAİBÜ, Mühendislik Fakültesi, Çevre Mühendisliği Bölümüen_US
dc.descriptionhis research was financially supported by the National Natural Science Foundation of China (No. 51978175), the Scientific and Technological Planning Project of Guangzhou, China (No. 202103000004), and the Science and Technology Planning Project of Yunfu, Guangdong Province, China (No. 2020040401).en_US
dc.description.abstractGiven the globally abundant availability of waste plastics and the negative environmental impacts of textile dyeing sludge (TDS), their co-combustion can effectively enhance the circular economies, energy recovery, and environmental pollution control. The (co-)combustion performances, gas emissions, and ashes of TDS and two plastics of polypropylene (PP) and polyethylene (PE) were quantified and characterized. The increased blend ratio of PP and PE improved the ignition, burnout, and comprehensive combustion indices. The two plastics interacted with TDS significantly in the range of 200-600 degrees C. TDS pre-ignited the combustion of the plastics which in turn promoted the combustion of TDS. The co-combustions released more CO2 but less CH4, C-H, and C--O as CO2 was less persistent than the others in the atmosphere. The Ca-based minerals in the plastics enhanced S-fixation and reduced SO2 emission. The activation energy of the co-combustion fell from 126.78 to 111.85 kJ/mol and 133.71-79.91 kJ/mol when the PE and PP additions rose from 10% to 50%, respectively. The co-combustion reaction mechanism was best described by the model of f(alpha) = (1-alpha)n. The reaction order was reduced with the additions of the plastics. The co-combustion operation interactions were optimized via an artificial neural network so as to jointly meet the multiple objectives of maximum energy production and minimum emissions.en_US
dc.description.sponsorshipNational Natural Science Foundation of China [51978175]; Scientific and Technological Planning Project of Guangzhou, China [202103000004]; Science and Technology Planning Project of Yunfu, Guangdong Province, China [2020040401]en_US
dc.identifier.citationDing, Z., Chen, Z., Liu, J., Evrendilek, F., He, Y., & Xie, W. (2022). Co-combustion, life-cycle circularity, and artificial intelligence-based multi-objective optimization of two plastics and textile dyeing sludge. Journal of Hazardous Materials, 426, 128069.en_US
dc.identifier.doi10.1016/j.jhazmat.2021.128069
dc.identifier.endpage14en_US
dc.identifier.issn0304-3894
dc.identifier.issn1873-3336
dc.identifier.pmid34959215en_US
dc.identifier.scopus2-s2.0-85121760144en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1en_US
dc.identifier.urihttp://dx.doi.org/10.1016/j.jhazmat.2021.128069
dc.identifier.urihttps://hdl.handle.net/20.500.12491/11231
dc.identifier.volume426en_US
dc.identifier.wosWOS:000752473200004en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.institutionauthorEvrendilek, Fatih
dc.language.isoenen_US
dc.publisherELSEVIERen_US
dc.relation.ispartofJournal of Hazardous Materialsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectPolyolefin Plasticsen_US
dc.subjectPollution Controlen_US
dc.subjectGas Emissionsen_US
dc.subjectSewage-Sludgeen_US
dc.subjectReaction-Mechanismen_US
dc.subjectWater Hyacinthen_US
dc.titleCo-combustion, life-cycle circularity, and artificial intelligence-based multi-objective optimization of two plastics and textile dyeing sludgeen_US
dc.typeArticleen_US

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