Optimizing material selection and the thickness of radon reduction layer in uranium tailings pond

In this paper, a multi-objective decision model is formulated utilizing both single-layer and three-layer radon reduction layer materials by considering radon emanation rate and cost as decision objectives. Through a multi-objective non-dominated ranking method, the optimal solution is identified fr...

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Vydáno v:	Journal of radioanalytical and nuclear chemistry Ročník 333; číslo 1; s. 205 - 213
Hlavní autoři:	Deng, Nianbiao, Ding, Dexin
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Cham Springer International Publishing 01.01.2024 Springer Springer Nature B.V
Témata:	Analysis Chemistry Chemistry and Materials Science Diagnostic Radiology Emission Environmental impact Genetic algorithms Hadrons Heavy Ions Inorganic Chemistry Materials selection Mathematical optimization Methods Multiple objective analysis Nuclear Chemistry Nuclear energy Nuclear Physics Optimization Physical Chemistry Pollutants Ponds Radon Rankings Tailings Thickness Uranium Non-dominated multi-objective optimization method Radon emanation rate Radon reduction layer material Uranium tailings pond
ISSN:	0236-5731, 1588-2780
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Abstract	In this paper, a multi-objective decision model is formulated utilizing both single-layer and three-layer radon reduction layer materials by considering radon emanation rate and cost as decision objectives. Through a multi-objective non-dominated ranking method, the optimal solution is identified from a range of feasible alternatives. In the case of the example uranium tailings pond, the optimized three-layer radon reduction layer materials reduce the comprehensive cost by 47.8% compared with the single-layer radon reduction layer materials while meeting the radon emanation rate limit. Furthermore, the utilization of non-dominated multi-objective optimization techniques demonstrates higher efficiency in optimizing each radon reduction layer schemes.
AbstractList	In this paper, a multi-objective decision model is formulated utilizing both single-layer and three-layer radon reduction layer materials by considering radon emanation rate and cost as decision objectives. Through a multi-objective non-dominated ranking method, the optimal solution is identified from a range of feasible alternatives. In the case of the example uranium tailings pond, the optimized three-layer radon reduction layer materials reduce the comprehensive cost by 47.8% compared with the single-layer radon reduction layer materials while meeting the radon emanation rate limit. Furthermore, the utilization of non-dominated multi-objective optimization techniques demonstrates higher efficiency in optimizing each radon reduction layer schemes.
Audience	Academic
Author	Ding, Dexin Deng, Nianbiao
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Cites_doi	10.1016/j.jenvrad.2014.09.019 10.1109/MCI.2017.2742868 10.1162/evco.1994.2.3.221 10.1007/s12665-015-4475-7 10.1007/978-3-319-11059-2_56 10.36487/ACG_rep/1352_10_Barnekow 10.2172/6004618
ContentType	Journal Article
Copyright	Akadémiai Kiadó, Budapest, Hungary 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. COPYRIGHT 2024 Springer Akadémiai Kiadó, Budapest, Hungary 2023.
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Keywords	Non-dominated multi-objective optimization method Radon emanation rate Radon reduction layer material Uranium tailings pond
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References_xml	– reference: ZhangHLuALResearch on value, price and interest of sandstone resourcesChina Mining Magz2018201816365 – reference: WagnerFJungHHimmelsbachTImpact of uranium mill tailings on water resources in Mailuu Suu2015KyrgyzstanSpringer International Publishing10.1007/978-3-319-11059-2_56 – reference: DaiJYWangMZouSLHybrid intelligent optimal selection research of cover materials in uranium tailing pileAtomic Energy Sci Technol20165007132913351:CAS:528:DC%2BB3cXhslSgtbnK – reference: Barnekow U, Paul M (2013) .Fifteen years of design, construction and monitoring of soil covers on Wismut's uranium mining legacy sites—a synopsis. Mine Closure – reference: BanGGDaiJYSimulation study of clay layer coverage governance of uranium tailings pileInd Safety Environ Protect201945018386 – reference: Wang M (2016) Hybrid intelligent optimal control research of radioactive contaminants in uranium tailings pile. University of South China (Master thesis) – reference: YanXLuoXGRadionuclides distribution, properties, and microbial diversity of soils in uranium mill tailings from southeastern ChinaJ Environ Radioact201513985901:CAS:528:DC%2BC2cXhslKlsr7L10.1016/j.jenvrad.2014.09.01925464044 – reference: PanigrahiDCMishraDPSahuPEvaluation of inhalation exposure contributed by backfill mill tailings in underground uranium mineEnviron Earth Sci2015745432743341:CAS:528:DC%2BC2MXotlCkurs%3D10.1007/s12665-015-4475-7 – reference: Rogers VC, Nielson KK, Merrell GB (1989) Radon generation, adsorption, absorption, and transport in porous media. Rogers and Associates Engineering Corporation – reference: SrinivasNDebKMultiobjective optimization using nondominated sorting in genetic algorithmsEvolut Comput19942322124810.1162/evco.1994.2.3.221 – reference: WangZZEnvironmental management of uranium tailings pond decommissioningUranium Min Metall20032229599 – reference: WangLPFengMLQiuQCSurvey on preference-based multi-objective evolutionary algorithmsChin J Comput201942612891315 – reference: IAEA (1994) Decommissioning of facilities for mining and milling of radioactive ore and closeout of residues. Technical reports series No. 362. Vienna: IAEA – reference: TanKXHuHQLiuZHAn exploration on the effectiveness of suppression of radon exhalation from uranium tailings by using different cover materialsActa Mineral Sin201232022332371:CAS:528:DC%2BC3sXitFCrt7g%3D – reference: Ban GG (2018). Optimization research of coverage materials for uranium tailings pile under multi field coupling. University of South China (Master thesis) – reference: DingSZConstruction project construction managementChina Construct Ind Press Beijing2015201539127 – reference: ZhangHXuLCLiXJComparison on radon suppression effects of covering tests between waste rock heap and tailing pondsRadiat Protect20175387392 – reference: TianYChengRZhangXYPlatEMO: A MATLAB platform for evolutionary multi-objective optimizationIEEE Comput Intell Mag2017124738710.1109/MCI.2017.2742868 – reference: XieTFLiJLWangLParameter optimization of clay for radon attenuation covered on uranium tailingsRadiat Protect20133304243248 – reference: The National Standards Compilation Group of Peoples Republic of ChinaGB/T 23727–2020 Regulations for radiation protection and radiation environment protection in uranium mining and milling2020BeijingChina Planning Press – reference: Anon (1992) Measurement and calculation of radon releases from uranium mill tailings. Technical reports series No. 333. Vienna:IAEA – reference: Yan X (2015) Migration and distribution of radionuclide in uranium tailing soil and the effects of radionuclide on soil microbial diversity. Northeast Forestry University (Doctoral thesis) – reference: ZhouHJFengSCement price outlook in 2017Eng Cost Manag2017201729194 – reference: ZhouCCYinFGHuXBMulti-objective optimization decision-making of material selection oriented to green designComput Integrat Manuf Syst200820080510231035 – reference: LiXTOptimization Analysis for cover thickness of uranium tailings impoundment (2001)Uranium Min Metall20010128341:CAS:528:DC%2BD38Xitlersbo%3D – reference: Gao Y (2006) Non-dominated sorting genetic algorithm and its applications. Zhejiang University (Doctoral thesis) – reference: Wang HT (2008) Dynamics of fluid flow and contaminant transport in porous media. Higher Education Pres. 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SubjectTerms	Analysis Chemistry Chemistry and Materials Science Diagnostic Radiology Emission Environmental impact Genetic algorithms Hadrons Heavy Ions Inorganic Chemistry Materials selection Mathematical optimization Methods Multiple objective analysis Nuclear Chemistry Nuclear energy Nuclear Physics Optimization Physical Chemistry Pollutants Ponds Radon Rankings Tailings Thickness Uranium
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Title	Optimizing material selection and the thickness of radon reduction layer in uranium tailings pond
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