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RESEARCH ON INFLUENCE FACTORS OF MUNICIPAL SOLID WASTE INCINERATION: SCENARIO ANALYSIS USING BAYESIAN BELIEF NETWORKS

机译:城市固体废弃物焚化影响因素研究:贝叶斯信网络的情景分析

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The issue of municipal solid waste (MSW) in the environment has caused an increasing concern in recent years, and various strategies have been proposed to tackle this problem. Incineration is commonly viewed as an efficient way to tackle this growing challenge of MSW management. However, incineration involves wide participation from all aspects of the society. Thus, it is crucial to understand the factors from different players of the society that influence the MSW incineration performance. This study investigates key influence factors from four dimensions: governments, enterprises, residents, and non-governmental organizations (NGOs). This is a systematic study on factors influencing MSW incineration in the frigid region, where the subj ect area chosen for this investigation is the city of Harbin in northeast China due to its distinctive climate and extreme cold winter. The empirical analysis is based on a comprehensive survey conducted among 337 households in the selected areas. Furthermore, we analyze the effects of influence factors under different scenarios based on Bayesian Belief Network (BBN) and Scenario Analysis. The results show that the enterprises dimension has the greatest impact due to its great demand for appropriate equipment and technology to handle easily-frozen MSW incineration in winter. Governments and NGOs, these two dimensions have more of indirect bearing on the MSW incineration by influencing enterprises behaviors through intermediate factors including policy guidance and proper supervision. While the residents dimension appears to have a relatively smaller impact on the total MSW incineration performance, their voluntary recycling efforts have contributed to adequate incineration largely preventing uninflammable MSWs from being thrown into the incinerators.
机译:近年来,环境中的城市固体废物(MSW)问题引起了越来越多的关注,并且已经提出了各种策略来解决该问题。普遍认为,焚化是应对不断增加的城市固体废弃物管理挑战的有效方法。但是,焚烧涉及社会各方面的广泛参与。因此,至关重要的是要了解社会各方面影响城市生活垃圾焚烧性能的因素。这项研究从四个方面研究了关键影响因素:政府,企业,居民和非政府组织(NGOs)。这是对影响该寒冷地区垃圾焚烧的因素的系统研究,该地区的气候和极端寒冷的冬季使该调查对象选择的是中国东北的哈尔滨市。实证分析基于对选定地区的337户家庭进行的全面调查。此外,我们基于贝叶斯信念网络(BBN)和情景分析来分析不同情景下影响因素的影响。结果表明,由于企业对在冬季处理容易冻结的城市固体废弃物焚化所需的合适设备和技术的巨大需求,对企业规模的影响最大。政府和非政府组织,这两个方面通过政策指导和适当监督等中间因素影响企业的行为,从而更多地间接影响了城市固体废弃物的焚化。尽管居民人数似乎对城市生活垃圾焚化的总体影响相对较小,但他们的自愿回收工作为充分焚化做出了贡献,从而在很大程度上防止了不可燃的城市垃圾被扔入焚化炉。

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