Coal Refinery Process Absorbability Index Assessment against Foot Print of Air Pollution by Usage of Robust Optimization Algorithms: A Novel Green Environment Initiative

IF 2.8 4区 工程技术 Q2 CHEMISTRY, APPLIED Adsorption Science & Technology Pub Date : 2021-11-18 DOI:10.1155/2021/3206293
Hua Xu, Shuqiang Cheng, M. Prabhu, A. Sahu
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Abstract

Coals are employed as fiery substance, and every day, millions of ton coal are consumed by coal users around the world. It is investigated that the millions of coal’s transportation/logistic till the coal user plants via road route and also inside the coal user plants (known as twice factors) not only enhance the air pollution but also cause the global warming. It is earlier known that coals emit the toxic pollutants and offensive gases such as sulfur dioxide, SO2; nitrogen oxides, NOX; hydrogen chloride arsenic; carbon monoxide, CO; methane; CH4; and CO2 on reacting with environmental O2 due to said twice factors, i.e., during the transportation from coal refinery spot to entry gate of coal user plants (another spot) and in process logistic/movement inside the coal user plants (loading to conveyor to coal fire tubes “attached with coal crushers”). Therefore, the coal refinery technique/process is found as the best practice to control air pollution under concerns of twice factors. The reliable and trustworthy coal refining technology improves the quality of coal by eradicating or eliminating the coating or layers of toxic particles from coal’s surface, which speedily crumble or decompose in reacting with environmental O2 under twice factors. As results, coal refining technology adds the green supply chain value into proposed twice factors and also save the world from breeding of ills and viruses. It is understood that the best coal refinery technique/process helps to overcome and reduce air pollution by responding discussed twice factors (accepted as research challenge and motivation of research). In the presented research work, the authors developed and proposed a dynamic multidimension Coal Refinery Process Absorbability Index (CRPAI) structure (consisted of coal refinery core dimension and subdimensions correspond to CRPA alternative techniques/processes) appended with Robust Optimization Algorithm (ROA) to be explored for opting the best CRP from available options. But due to inherent ambiguity, vagueness, and inconsistency involve in both dimensions of proposed structure, the assessment of expert’s panel is gathered in the terms of linguistic variable “appropriateness ratings” against the subdimensions of CRPAI structure corresponding to preferred CRP options. Next, assigned appropriateness ratings against the subdimensions are substituted by GIVFN. To arrive to core dimensions from subdimensions of CRPAI structure, a GITFN-OWGO (Ordered Weighted Geometric Operator) is investigated and modified as a Ordered Weighted Geometric Average Operator (OWGAO) to be applied for estimating the weights of subdimensions (core novelty of work). Finally, a ROA (consisted of MULTI-MOORA with dominance theory) is applied on the output of OWGAO for opting the viable and best CRP option. The positive effect of the dynamic multidimension CRPAI structure is that it helps the coal refinery companies to assess measure and evaluate the best and feasible coal refinery process under concern of twice factors using expert information. The research can be used to control the air pollution by responding aforesaid twice factors by single practice (the best coal refinery process/technique assessment and evaluation).
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基于鲁棒优化算法的炼煤过程空气污染可吸收性指标评价:一种新的绿色环境倡议
煤炭被用作燃烧物质,世界各地的煤炭用户每天消耗数百万吨煤炭。据调查,数以百万计的煤炭运输/物流通过公路到达用煤厂和用煤厂内部(被称为两倍因素)不仅加剧了空气污染,还导致了全球变暖。众所周知,煤会排放有毒污染物和攻击性气体,如二氧化硫、二氧化硫;氮氧化物、NOX;氯化氢砷;一氧化碳、CO;甲烷CH4;以及由于上述两个因素导致的CO2与环境O2反应,即从炼煤厂地点到用煤厂入口大门(另一个地点)的运输过程中以及在用煤厂内部的过程物流/移动过程中(装载到“与碎煤机相连”的煤火管的输送机上)。因此,在考虑两个因素的情况下,炼煤技术/工艺被认为是控制空气污染的最佳实践。可靠可靠的煤炭精炼技术通过消除或消除煤炭表面的有毒颗粒涂层来提高煤炭质量,这些颗粒在两倍的因素下与环境O2反应时会迅速破碎或分解。因此,煤炭精炼技术将绿色供应链价值添加到所提出的两个因素中,也将世界从疾病和病毒的滋生中拯救出来。据了解,最佳的炼煤技术/工艺有助于克服和减少空气污染,这是通过应对两个因素(被认为是研究挑战和研究动机)来实现的。在所提出的研究工作中,作者开发并提出了一个动态多维炼油厂工艺可吸收指数(CRPAI)结构(由炼油厂核心维度和对应于CRPA-替代技术/工艺的子维度组成),并附加了鲁棒优化算法(ROA),以探索从可用选项中选择最佳CRP。但是,由于拟议结构的两个维度都涉及固有的模糊性、模糊性和不一致性,专家小组的评估是根据与首选CRP选项相对应的CRPAI结构的子维度,以语言变量“适当性评级”的形式收集的。接下来,根据子维度分配的适当性评级由GIVFN代替。为了从CRPAI结构的子维得到核心维,研究了一个GITFN-OWGO(有序加权几何算子),并将其修改为有序加权几何平均算子(OWGAO),用于估计子维的权重(工作的核心新颖性)。最后,在OWGAO的输出上应用ROA(由具有支配理论的多MOORA组成)来选择可行且最佳的CRP选项。动态多维CRPAI结构的积极作用在于,它有助于炼油企业在两个因素的关注下,利用专家信息评估措施和评估最佳可行的炼油工艺。该研究可用于通过单一实践(最佳炼煤工艺/技术评估和评价)响应上述两个因素来控制空气污染。
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来源期刊
Adsorption Science & Technology
Adsorption Science & Technology 工程技术-工程:化工
CiteScore
5.00
自引率
10.30%
发文量
181
审稿时长
4.5 months
期刊介绍: Adsorption Science & Technology is a peer-reviewed, open access journal devoted to studies of adsorption and desorption phenomena, which publishes original research papers and critical review articles, with occasional special issues relating to particular topics and symposia.
期刊最新文献
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