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Numerical Modeling of Thermochemical Conversion of Biomass and Tires as Fuels for Cement Clinker Production 生物质和轮胎作为水泥熟料燃料的热化学转化数值模拟
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-04-06 DOI: 10.3390/recycling8020041
B.-J. R. Mungyeko Bisulandu, F. Marias
This article presents the numerical modeling of the thermochemical conversion of biomass and tires as alternative fuels in kilns dedicated to the production of cement. The study seeks to understand and control the phenomena that occur when heavy fuel oil (traditional fuel) is partially replaced by biomass and tires. These are thoroughly mixed with meal at the entrance to the rotary kiln and form the bed of solids. The mathematical model developed takes into account both chemical reactions of meal and alternative fuels. At the entrance, the meal is made up of species such as CaCO3, MgCO3, Al2O3, SiO2, Fe2O3, MgO, CaO, C2S, C3A, C4AF and C3S, some of which form along the kiln. The article focuses specifically on the influence of alternative fuels on the clinker or cement obtained. The properties (moisture, organic matter, composition, energy value, etc.) of the biomass and the tires, which are associated with the operating parameters of the kiln, greatly influence the production of clinker. In order to understand and control the behavior of each material and the operating parameters in the clinker (cement) production process, the mathematical model follows the evolution of each species and parameters step-by-step, until the clinker is obtained. The effect of alternative fuels on clinker production was found for the kiln’s operational parameters, the dynamic angle of the bed (30°), the angle of inclination of the kiln (2°), rotation (2 rpm), the length and the inside diameter, respectively (80 m) and (4 m); the chemical and physical properties (humidity, organic, inorganic matter, C, H, O, N, S, Cl); the lower calorific value, raw material); and the numerical parameters (spatial discretization 30 and 120). Despite the high energy content of tire fuels, the results of the use of biomass give better characteristics of clinker/cement (52.36% C3S and 3.83% CaO).The results found show that biomass pyrolysis is endothermic, with the heat of reaction found to be ∆rHpyro=184.9 kJ/kg, whereas for tires, a heat of reaction of ∆rHpyro=−1296.3 kJ/kg was found, showing that the pyrolysis of this material is exothermic. Char production is higher in the case of tires than in the case of biomass, with rates of 0.261 kg/kgOrg.Mat. and 0.196 kg/kgOrg.Mat., respectively. In both cases, waste conversion was complete (100%). The cement obtained in the different cases meets the requirements of Portland cements (73.06% silicates and 18.76% aluminates), the conversion of alternative fuels is complete (100%), and the specific energy consumption is almost consistent with values from the literature.
本文介绍了生物质和轮胎作为替代燃料在专门用于生产水泥的窑炉中的热化学转化的数值模拟。这项研究旨在了解和控制当重质燃料油(传统燃料)部分被生物质和轮胎取代时发生的现象。这些在回转窑入口处与粗粉彻底混合,形成固体床。所建立的数学模型同时考虑了燃料和替代燃料的化学反应。在入口处,粗料由CaCO3、MgCO3、Al2O3、SiO2、Fe2O3、MgO、CaO、C2S、C3A、C4AF和C3S等物质组成,其中一些沿着窑沿形成。本文特别着重于替代燃料对所获得的熟料或水泥的影响。生物质和轮胎的性质(水分、有机物、成分、能量值等)与窑炉的运行参数有关,对熟料的生产有很大影响。为了了解和控制熟料(水泥)生产过程中每种材料的行为和操作参数,数学模型逐级跟踪每种物质和参数的演变,直到获得熟料。研究发现,替代燃料对熟料生产的影响主要体现在窑炉的运行参数:床层动态角度(30°)、窑炉倾斜角(2°)、转速(2转/分)、窑炉长度(80 m)和内径(4 m);化学和物理性质(湿度、有机物、无机物、C、H、O、N、S、Cl);较低的热值(原料);数值参数(空间离散化30和120)。尽管轮胎燃料的能量含量较高,但使用生物质的结果使熟料/水泥具有更好的特性(C3S为52.36%,CaO为3.83%)。结果表明,生物质热解为吸热热解,反应热为∆rHpyro=184.9 kJ/kg,而轮胎的反应热为∆rHpyro=−1296.3 kJ/kg,表明该材料为放热热解。轮胎的炭产量高于生物质,为0.261公斤/公斤。0.196 kg/kg。,分别。在这两种情况下,废物转化是完全的(100%)。不同情况下得到的水泥均满足硅酸盐水泥(硅酸盐73.06%,铝酸盐18.76%)的要求,替代燃料转化完成(100%),比能耗与文献值基本一致。
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引用次数: 0
The Relationship between Knowledge, Attitudes, Values, and Technology in Promoting Zero-Waste Pro-Environmental Behaviour in a Zero-Waste Campus Framework 零废物校园框架下促进零废物环保行为的知识、态度、价值观和技术之间的关系
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-04-05 DOI: 10.3390/recycling8020040
Mayawi Baba-Nalikant, N. A. Abdullah, M. Husin, Sharifah Mashita Syed-Mohamad, Mohamad Saifudin Mohamad Saleh, A. A. Rahim
This study aimed to investigate the relationships between knowledge, attitudes, and values in promoting zero-waste, pro-environmental behaviour among the university campus community and how technology plays its role. A survey instrument was developed from the findings of earlier focus group discussions and in-depth interviews, which were based on the adaptation and adoption of previous studies, especially Kollmuss and Agyeman’s 2002 Model of Pro-Environmental Behaviour and a modified Knowledge-Attitude-Practises Model. Three hundred ninety-three respondent samples from Universiti Kebangsaan Malaysia, Universiti Putra Malaysia, and Universiti Sains Malaysia were analysed for their insights regarding their vision of a Zero-Waste Campus using the Structural Equation Modelling approach. The results show positive relationships between the five studied variables and the proposed hypotheses. Knowledge and attitudes serve as moderating variables, enhancing the strength of the causal effects of the related relationships. As the results show good significance, proper planning for integrating the studied variables and the proposed zero-waste campus framework can be used by university management, other institutions, or national-level agencies to develop an environment-specific plan to promote zero-waste, pro-environmental behaviour.
本研究旨在调查大学校园社区在促进零浪费、环保行为方面的知识、态度和价值观之间的关系,以及技术如何发挥作用。调查工具是根据早期焦点小组讨论和深入访谈的结果制定的,这些讨论和访谈基于对先前研究的改编和采用,特别是Kollmuss和Agyeman 2002年的亲环境行为模型和修改后的知识-态度-实践模型。使用结构方程建模方法,分析了来自马来西亚Kebangsaan大学、马来西亚Putra大学和马来西亚Sains大学的393名受访者样本,以了解他们对零废物校园愿景的见解。结果表明,研究的五个变量与提出的假设之间存在正相关关系。知识和态度是调节变量,增强了相关关系因果效应的强度。由于研究结果显示出良好的意义,大学管理层、其他机构或国家级机构可以利用整合研究变量和拟议的零废物校园框架的适当规划来制定针对环境的计划,以促进零废物、环保行为。
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引用次数: 1
Controlled Combustion and Pyrolysis of Waste Plastics: A Comparison Based on Human Health Risk Assessment 基于人体健康风险评价的废塑料可控燃烧与热解比较
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-04-03 DOI: 10.3390/recycling8020038
Arianna Moranda, O. Paladino
Increasing conditions of economic and social well-being have led to an increase in waste production. Among the waste products, a significant portion consists of plastic materials that are popular in the components of consumer goods. For this reason, the conversion of plastic to energy via controlled combustion and plastic to fuel via thermal/catalytic pyrolysis or gasification can be proposed to treat the residual heterogeneous mixed plastics that cannot be recovered as individual polymers. The quality and type of fuels that are possible to obtain from these processes are different, as is the quality of their emissions, which generally contain VOCs, PCBs, dioxins, PAHs, and heavy metals. In this work, we propose a methodology based on human health risk assessment to compare controlled combustion and catalytic pyrolysis. Many pathways are analyzed, and pollutant concentrations are computed in the atmosphere, water, vegetables, fish, and food. Exposure is evaluated for inhalation and ingestion routes by taking into account uncertainties. Our results show that the risk profile of catalytic pyrolysis is low. Controlled combustion remains an interesting process, but even if Best Available Technologies (BAT) are adopted, the cancer risk due to PAHs contained in particulate is around the threshold for people living near the plant if a long period of operation is considered.
经济和社会福利条件的改善导致了废物产生的增加。在废品中,很大一部分是消费品成分中流行的塑料材料。因此,可以提出通过控制燃烧将塑料转化为能量,通过热/催化热解或气化将塑料转化成燃料,以处理不能作为单独聚合物回收的残余非均相混合塑料。从这些过程中可能获得的燃料的质量和类型不同,排放的质量也不同,这些燃料通常含有挥发性有机物、多氯联苯、二恶英、多环芳烃和重金属。在这项工作中,我们提出了一种基于人类健康风险评估的方法来比较控制燃烧和催化热解。分析了许多途径,并计算了大气、水、蔬菜、鱼类和食物中的污染物浓度。通过考虑不确定性来评估吸入和摄入途径的暴露。我们的研究结果表明,催化热解的风险很低。控制燃烧仍然是一个令人感兴趣的过程,但即使采用了最佳可用技术(BAT),如果考虑长期运行,颗粒物中所含PAHs导致的癌症风险也接近生活在工厂附近的人们的阈值。
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引用次数: 0
Recycling of Post-Consumer Polystyrene Packaging Waste into New Food Packaging Applications—Part 2: Co-Extruded Functional Barriers 消费后聚苯乙烯包装废弃物在新食品包装应用中的回收-第2部分:共挤功能屏障
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-04-03 DOI: 10.3390/recycling8020039
F. Welle
Post-consumer polystyrene (PS) recyclates behind a functional barrier of virgin PS polymer is an attractive way to introduce post-consumer PS recyclates in packaging materials. However, until now, there has been no official guidance published on how to test the performance of a functional barrier. In addition, no threshold limits for the evaluation of post-consumer recyclates behind FBs have been published by competent authorities. This is a drawback in the food law compliance evaluation and novel technology notification of post-consumer recyclates behind a functional barrier. In this study, co-extruded yogurt cups with an artificially spiked core layer were investigated with respect to migration of the applied surrogates. The applied migration kinetic testing method into the gas phase was shown to be sensitive and suitable for the evaluation of the functional barrier performance. For consumer safety evaluation, two worst-case scenarios were used. As a result, due to the high processing temperatures used during co-extrusion, the virgin PS functional barrier layer was partly contaminated with the surrogates from the core layer. However, on the basis of the conditions, data, and the evaluation presented, the use of post-consumer recycled PS behind an FB of virgin PS can be considered as safe.
在原始聚苯乙烯聚合物的功能屏障后面回收消费后聚苯乙烯(PS)是在包装材料中引入消费后聚苯乙烯回收物的一种有吸引力的方式。然而,到目前为止,还没有关于如何测试功能屏障性能的官方指南发表。此外,主管当局还没有公布对FBs背后的消费后回收物进行评估的阈值限制。这是食品法合规性评估和消费者后回收物新技术通知中的一个缺陷。在这项研究中,研究了带有人工掺入核心层的共挤酸奶杯中所用替代物的迁移情况。气相中的应用迁移动力学测试方法被证明是敏感的,适用于评估功能屏障性能。对于消费者安全评估,使用了两种最坏情况。结果,由于共挤出过程中使用的高加工温度,原始PS功能阻挡层被来自芯层的替代物部分污染。然而,根据所提供的条件、数据和评估,在原始PS的FB后面使用消费后回收的PS可以被认为是安全的。
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引用次数: 1
A Study on the Calculation of the Standard Recycling Cost of PVC Profiles and Flooring Waste in Korea 韩国PVC型材及地板废弃物标准回收成本计算研究
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-03-29 DOI: 10.3390/recycling8020037
Dowan Kim, K. Kim, Choong-Real Baek, C. Phae
The Voluntary Agreement for Collecting and Recycling Plastic Waste (VA), including polyvinyl chloride (PVC) profiles and flooring materials, will be converted to an Extended Producer Responsibility (EPR) system from 2023. The objective of this study is to calculate the standard recycling cost and the recycling market size for preparing the new system. Among the total recycling companies participating in the VA, a cost analysis was conducted for 11 profile businesses (35% of the total businesses) and seven flooring businesses (58% of the total businesses). As a result, the standard recycling cost was calculated as 0.45 USD/kg for PVC profiles and 0.36 USD/kg for PVC flooring materials. As of 2020, the total market size is 1135 million USD (5.86 million USD for PVC profiles and 5.49 million USD for PVC flooring materials). Our research shows that few countries have nationally managed accurate data regarding PVC profiles and flooring waste. Compared to the European Union (EU), the total amount of recycled PVC products in Korea seems lower, but the recycling rate per capita is higher. This study can provide basic data about the recycling industry for the recycling academia and the manufacturing field.
《收集和回收塑料废物自愿协议》(VA),包括聚氯乙烯(PVC)型材和地板材料,将从2023年起转变为扩大生产者责任制(EPR)。本研究的目的是计算标准回收成本和回收市场规模,以准备新系统。在参与VA的所有回收公司中,对11家型材企业(占总企业的35%)和7家地板企业(占总数的58%)进行了成本分析。因此,PVC型材的标准回收成本计算为0.45美元/公斤,PVC地板材料的标准回收费用计算为0.36美元/公斤。截至2020年,总市场规模为11.35亿美元(PVC型材586万美元,PVC地板材料549万美元)。我们的研究表明,很少有国家拥有关于PVC型材和地板废料的国家管理的准确数据。与欧盟(EU)相比,韩国回收PVC产品的总量似乎较低,但人均回收率较高。这项研究可以为回收学术界和制造业提供有关回收行业的基础数据。
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引用次数: 0
Attitude Is Not Enough to Separate Solid Waste at Home in Lima 利马家庭固体废物分类的态度不够
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-03-13 DOI: 10.3390/recycling8020036
Christiam-Ismael Méndez-Lazarte, V. Bohórquez-López, Carlos Caycho-Chumpitaz, Alfredo Estrada-Merino
Facilitating solid waste separating behavior at home continues to be a challenge for municipal programs in emerging economies. Large cities concentrate the generation of solid waste and, in Latin America, a great percentage of this waste is not re-used. Therefore, in this research, we explore the drivers motivating solid waste separation at home in Lima. We applied 450 surveys in two municipalities of Lima and analyzed the results through Structural Equation Modeling (SEM). The results demonstrate that attitude, perception of technical knowledge, and availability of physical space influence solid waste separation behavior. Additionally, the mediating role of intention between solid waste separation attitude and behavior is demonstrated. Municipal solid waste recycling programs in emerging economies tend to focus on educational and motivational actions, without giving due importance to space at home in order to manage solid waste. The lack of urban equipment and the limited availability of space at home introduce barriers that limit solid waste separating behaviors in emerging economies.
促进家庭固体废物分类行为仍然是新兴经济体市政项目面临的挑战。大城市集中产生固体废物,在拉丁美洲,这些废物中有很大一部分没有被再利用。因此,在这项研究中,我们探索了利马家庭固体废物分离的驱动因素。我们在利马的两个市镇进行了450次调查,并通过结构方程建模(SEM)对结果进行了分析。结果表明,态度、技术知识的感知和物理空间的可用性会影响固体废物的分离行为。此外,还论证了意图在固体废物分类态度和行为之间的中介作用。新兴经济体的城市固体废物回收计划往往侧重于教育和激励行动,而没有适当重视家庭空间来管理固体废物。城市设备的缺乏和家庭空间的有限引入了限制新兴经济体固体废物分离行为的障碍。
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引用次数: 0
Flotation Sludges from Precious Metal Recovery Processes: From Waste to Secondary Raw Material in Ceramics 贵金属回收过程中的浮选污泥:从废物到陶瓷二次原料
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-03-10 DOI: 10.3390/recycling8020035
M. Perotti, F. Iacoviello, N. M. Marian, C. Indelicato, G. Capitani, R. Salvini, Marco Zampini, C. Viti
In this study, we investigated flotation muds (FM) deriving from the recovery processes of precious metals contained in e-waste (wastes from electronics) and exhausted catalysts. FM consist of an amorphous phase, corresponding to a Ca- and Al-rich silicatic glass, potentially usable as a secondary raw material (SRM) to obtain a final ceramic product (CFM). A high FM amount was used in our ceramic tests, and suitably mixed with variable percentages of other phases. Chemical analysis, phase composition, microstructure, pore pattern and technological properties of the new ceramic products were determined using different analytical techniques, including bulk XRF, XRD, SEM-EDS and µCT. The CFM product predominantly consists of nepheline, pyroxene and wollastonite as the main crystalline phases, with a minor amorphous phase occurring as a compact interstitial matrix. The ceramic product has a porous interconnected microstructure. Nevertheless, this microstructure does not negatively affect the mechanical properties of the ceramic product, as testified by the geo-mechanical tests, revealing good properties in terms of bending and uniaxial strength. These preliminary results point out that FM recycling is feasible, at least at the laboratory scale.
在本研究中,我们研究了电子废物(电子废物)和废催化剂中贵金属回收过程中产生的浮选泥(FM)。FM由非晶相组成,对应于富含Ca和Al的硅酸盐玻璃,可能用作第二原料(SRM)以获得最终陶瓷产品(CFM)。在我们的陶瓷测试中使用了高FM量,并与不同百分比的其他相适当混合。使用不同的分析技术,包括体相XRF、XRD、SEM-EDS和µCT,确定了新陶瓷产品的化学分析、相组成、微观结构、孔隙模式和工艺性能。CFM产品主要由霞石、辉石和硅灰石组成,作为主要晶相,少量非晶相以致密间隙基质的形式出现。陶瓷产品具有多孔互连的微观结构。然而,正如地质力学测试所证明的那样,这种微观结构不会对陶瓷产品的机械性能产生负面影响,表明其在弯曲和单轴强度方面具有良好的性能。这些初步结果指出,至少在实验室规模上,FM回收是可行的。
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引用次数: 0
The Production of Gypsum Materials with Recycled Citrogypsum Using Semi-Dry Pressing Technology 利用再生香茅石膏半干法压制生产石膏材料
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-03-08 DOI: 10.3390/recycling8020034
N. Alfimova, S. Pirieva, K. Levickaya, N. Kozhukhova, M. Elistratkin
The search for ways to utilize and recycle industrial by-products is the basic principle that governs rational environmental management, synthesis of “green” materials, and appears as one of the main criteria for sustainable development in most countries of the world. Gypsum-containing waste (GCW) derived from industries, represents a large-tonnage product. The production of gypsum materials could be one of the ways to recycle GCW products. GCW from various industries can be used as an alternative to natural raw materials when producing gypsum binders. However, the features of GCW do not allow the production of a high-quality binder when traditional technologies are applied, so it requires the development of additional methods or the introduction of various modifiers to the binder system. One of the ways to increase the efficiency of GCW as a raw material for the production of gypsum binders is to apply a semi-dry pressing method, at reduced values of the W/S ratio of the binder. The objective of this research was to study the possibility of increasing the efficiency of GCW using citrogypsum for production of gypsum materials, by optimization of the mix design and by applying a semi-dry pressing method, using a lower pressure load at the molding stage. The mix design and technological parameters were optimized using mathematical planning of the experimental method. Parameters such as the amount of citrogypsum as an additive in the raw mixture, molding pressure, and water–solid (W/S) ratio were taken as input parameters of variation. To plot the relationship of the input–output parameters, the SigmaPlot software was applied, to analyze and demonstrate scientific and statistical data in the form of nomograms. It has been established that the use of the semi-dry pressing method with the optimal mix design and technological parameters, makes it possible to obtain gypsum samples with demolding strengths up to 2 MPa, and final compressive strengths up to 26 MPa. The incorporation of citrogypsum and the optimal W/S ratio of 0.25, results in positive effects, such as a reduction in the sticking properties of the mix during the demolding stage, and the homogeneity of compaction and visual appearance of the samples were also improved.
寻找利用和回收工业副产品的方法是管理合理环境管理、合成“绿色”材料的基本原则,也是世界上大多数国家可持续发展的主要标准之一。来自工业的含石膏废物(GCW)是一种大吨位产品。生产石膏材料可能是回收GCW产品的途径之一。在生产石膏粘合剂时,来自各个行业的GCW可以作为天然原材料的替代品。然而,当应用传统技术时,GCW的特性不允许生产高质量的粘合剂,因此需要开发额外的方法或在粘合剂系统中引入各种改性剂。提高GCW作为生产石膏粘合剂的原料的效率的方法之一是在降低粘合剂的W/S比的情况下应用半干法压制方法。本研究的目的是研究通过优化配合比设计和应用半干法压制方法,在成型阶段使用较低的压力负荷,提高使用柠檬木生产石膏材料的GCW效率的可能性。采用试验方法的数学规划对配合比设计和工艺参数进行了优化。将原料混合物中作为添加剂的柠檬酸的量、成型压力和水固比等参数作为变化的输入参数。为了绘制输入-输出参数的关系,应用SigmaPlot软件,以列线图的形式分析和演示科学和统计数据。已经证实,使用具有最佳配合比设计和工艺参数的半干法压制方法,可以获得脱模强度高达2MPa、最终抗压强度高达26MPa的石膏样品。柠檬酸的加入和0.25的最佳W/S比产生了积极的效果,例如在脱模阶段降低了混合物的粘附性能,并且还改善了样品的压实均匀性和视觉外观。
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引用次数: 2
Strategies for Sustainable Management of Agricultural Waste Vinyl in South Korea 韩国农业废乙烯基可持续管理战略
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-03-03 DOI: 10.3390/recycling8020033
Dowan Kim, Eunsook Kim, C. Phae
Vinyl, such as those in the form of mulching and vinyl houses, is used to improve agricultural productivity. It is generated as an agriculture waste vinyl (AWV) after use. The collected AWV is transported to a recycling facility and shredded, washed, and compressed to be recycled. Recycled materials can contribute to the circular economy of agriculture as they are used again as an agricultural plastic product. However, in Korea, there are concerns about the illegal disposal (landfill, incineration) of AWV. So, a new management model is needed in which stakeholders voluntarily establish an AWV management system. In this study, a sustainable management strategy was proposed. This strategy is reinforcing the responsibility of the producers of AWV and forms a value chain in the proper discharge after consumption by applying the deposit system proposed to recover AWV. Local governments and the National Agricultural Cooperative Federation (NH) proposed education to curb the illegal disposal of AWV, and for managing areas where a collection system has not yet been established, biodegradable mulching vinyl (BMV) was proposed to minimize the environmental pollution caused by AWV. It was calculated that the EPR contribution was 0.16 USD/kg, and the introduction of BMV was 0.42 USD/kg in Korea. This study will provide a new alternative in countries struggling with AWV management.
乙烯基,如覆盖物和乙烯基房屋形式的乙烯基,用于提高农业生产力。它在使用后作为农业废乙烯基(AWV)产生。收集到的AWV被运送到回收设施,切碎、清洗和压缩后进行回收。回收材料可以作为农业塑料产品再次使用,从而有助于农业循环经济。然而,在韩国,人们对AWV的非法处置(填埋、焚烧)表示担忧。因此,需要一种新的管理模式,即利益相关者自愿建立AWV管理系统。在本研究中,提出了一种可持续的管理策略。这一战略加强了AWV生产商的责任,并通过应用为回收AWV而提出的押金制度,在消费后的适当排放中形成了价值链。地方政府和全国农业合作联合会(NH)建议进行教育,以遏制AWV的非法处置,对于尚未建立收集系统的地区,建议使用可生物降解的乙烯基覆盖物(BMV),以最大限度地减少AWV造成的环境污染。据计算,EPR贡献为0.16美元/公斤,BMV在韩国的引入为0.42美元/公斤。这项研究将为AWV管理困难的国家提供一种新的选择。
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引用次数: 0
Identifying Optimal Precursors for Geopolymer Composite Mix Design for Different Regional Settings: A Multi-Objective Optimization Study 不同区域环境下地聚合物复合材料设计的最佳前驱体识别:多目标优化研究
IF 4.3 Q2 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Pub Date : 2023-03-02 DOI: 10.3390/recycling8020032
Mariam Abdulkareem, A. Komkova, J. Havukainen, G. Habert, M. Horttanainen
Global objectives to mitigate climate change in the construction industry have led to increasing geopolymer development as an alternative to carbon-intensive cement. Geopolymers can have similar mechanical properties and a lower carbon footprint. However, geopolymer production is not as homogeneous as cement because it is produced by synthesizing alkali solutions with different aluminosilicate precursors. This study assessed the feasibility of using conventional (fly ash, blast furnace slag, and metakaolin) and alternative precursors (steel slag, mine tailings, glass waste, sewage sludge ashes, and municipal solid waste incineration bottom ashes (MSWI BA)) in geopolymer mixes for different European regions (Belgium and Finland) from a sustainability perspective, using environmental, economic, and resource availability indicators as the criteria. A multi-objective optimization technique was applied to identify optimal precursors for geopolymer mixes using two scenarios: (1) considering both conventional and alternative precursors; (2) only considering alternative precursors. The results from the first scenario show that one of the most optimal precursor combinations for the geopolymer mix is 50% fly ash, 25% MSWI BA, and 25% sewage sludge ash for Belgium. For Finland, it is 19% fly ash, 27% mine tailings, and 45% MSWI BA. For the second scenario, one of the most optimal precursor combinations for Belgium is 87% MSWI BA and 13% steel slag. For Finland, it is 25% mine tailings and 75% MSWI BA. Subsequently, linear regression analysis was applied to predict the compressive strength of the identified optimal mixes, and the results for Belgium and Finland were between 31–55 MPa and 31–50 MPa for the first scenario and between 50–59 MPa and 50–55 Mpa for the second scenario, respectively.
缓解建筑行业气候变化的全球目标导致地聚合物作为碳密集型水泥的替代品不断发展。地聚合物具有类似的机械性能和更低的碳足迹。然而,地聚合物的生产不像水泥那样均匀,因为它是由不同的铝硅酸盐前体合成碱溶液生产的。本研究以环境、经济和资源可用性指标为标准,从可持续性角度评估了欧洲不同地区(比利时和芬兰)地聚合物混合料中使用常规(粉煤灰、高炉渣和中高岭土)和替代前驱体(钢渣、尾矿、玻璃废料、污水污泥灰和城市生活垃圾焚烧底灰)的可行性。采用多目标优化技术,在两种情况下确定了地聚合物混合物的最佳前驱体:(1)同时考虑常规前驱体和替代前驱体;(2)只考虑替代前体。第一种方案的结果表明,土聚合物混合物的最佳前驱体组合之一是50%的粉煤灰,25%的MSWI BA和25%的比利时污泥灰。芬兰的粉煤灰占19%,尾矿占27%,MSWI BA占45%。对于第二种方案,比利时的最优前驱体组合之一是87%的MSWI BA和13%的钢渣。对于芬兰来说,它是25%的尾矿和75%的MSWI BA。随后,运用线性回归分析方法对确定的最佳混合料进行抗压强度预测,结果表明,比利时和芬兰的混合料抗压强度分别在31-55 MPa和31-50 MPa之间,在50-59 MPa和50-55 MPa之间。
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引用次数: 3
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Recycling
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