Environmental Evaluation of Coal Mines Based on Generalized Linear Model and Nonlinear Fuzzy Analytic Hierarchy

To create a good working environment for workers in coal mines and ensure that they can work safely and comfortably, environmental assessments of coal mines represent an important method used to achieve this goal. In this paper, a comprehensive environmental evaluation model of coal mines was establ...

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Published inGeofluids Vol. 2020; no. 2020; pp. 1 - 10
Main Authors Xue, Binghan, Liu, Kang, Fang, Hongyuan, Du, Xueming, Cai, Xin
Format Journal Article
LanguageEnglish
Published Cairo, Egypt Hindawi Publishing Corporation 2020
Hindawi
John Wiley & Sons, Inc
Hindawi Limited
Wiley
Subjects
Analysis
Coal
Coal industry
Coal mines
Coal mining
Compensation
Emergency communications systems
Environmental assessment
Environmental Impact Assessment
Evaluation
Fuzzy sets
Generalized linear models
Geology
Mineral industry
Mineral resources
Mines
Mining accidents & safety
Mining industry
Neural networks
Nonlinear analysis
Occupational safety
Soil
Soil water
Statistical models
Subjectivity
System theory
Work environment
Working conditions
China
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Abstract To create a good working environment for workers in coal mines and ensure that they can work safely and comfortably, environmental assessments of coal mines represent an important method used to achieve this goal. In this paper, a comprehensive environmental evaluation model of coal mines was established based on generalized linear theory and fuzzy analytic hierarchy processes. First, the importance degree of each index factor was obtained by analyzing the statistical source data of air, water, soil, ecological compensation, and other indexes that affect the ecological environmental safety of coal mines using generalized linear theory. Based on the importance degree of each index factor, a pairwise comparison matrix was constructed by the logarithmic fuzzy preference programming method, and the influence weight value of each index factor was accurately obtained through MATLAB software. The results indicated that the model can effectively reduce the impact of expert subjectivity on the evaluation results, which is consistent with the reality of coal mines. In addition, in the process of environmental assessment of coal mines, the model is proven to be convenient, precise, and easy to operate.
AbstractList To create a good working environment for workers in coal mines and ensure that they can work safely and comfortably, environmental assessments of coal mines represent an important method used to achieve this goal. In this paper, a comprehensive environmental evaluation model of coal mines was established based on generalized linear theory and fuzzy analytic hierarchy processes. First, the importance degree of each index factor was obtained by analyzing the statistical source data of air, water, soil, ecological compensation, and other indexes that affect the ecological environmental safety of coal mines using generalized linear theory. Based on the importance degree of each index factor, a pairwise comparison matrix was constructed by the logarithmic fuzzy preference programming method, and the influence weight value of each index factor was accurately obtained through MATLAB software. The results indicated that the model can effectively reduce the impact of expert subjectivity on the evaluation results, which is consistent with the reality of coal mines. In addition, in the process of environmental assessment of coal mines, the model is proven to be convenient, precise, and easy to operate.
Audience Academic
Author Liu, Kang
Fang, Hongyuan
Cai, Xin
Xue, Binghan
Du, Xueming
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CitedBy_id crossref_primary_10_1155_2022_1543698
crossref_primary_10_1021_acs_energyfuels_0c03101
crossref_primary_10_3390_atmos14061021
crossref_primary_10_3390_w14244093
crossref_primary_10_1051_e3sconf_202235001024
Cites_doi 10.1016/j.ssci.2016.02.012
10.1016/j.jclepro.2020.120899
10.1016/j.ins.2007.10.016
10.1016/j.gexplo.2019.03.020
10.1016/j.csite.2020.100618
10.1007/s00254-006-0495-7
10.1155/2017/3271246
10.1016/j.jclepro.2018.02.105
10.1155/2013/395096
10.1016/j.eswa.2011.06.037
10.1016/j.eswa.2008.10.006
10.1016/j.jclepro.2018.10.291
ContentType Journal Article
Copyright Copyright © 2020 Xueming Du et al.
COPYRIGHT 2020 John Wiley & Sons, Inc.
Copyright © 2020 Xueming Du et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. https://creativecommons.org/licenses/by/4.0
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Snippet To create a good working environment for workers in coal mines and ensure that they can work safely and comfortably, environmental assessments of coal mines...
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SubjectTerms Analysis
Coal
Coal industry
Coal mines
Coal mining
Compensation
Emergency communications systems
Environmental assessment
Environmental Impact Assessment
Evaluation
Fuzzy sets
Generalized linear models
Geology
Mineral industry
Mineral resources
Mines
Mining accidents & safety
Mining industry
Neural networks
Nonlinear analysis
Occupational safety
Soil
Soil water
Statistical models
Subjectivity
System theory
Work environment
Working conditions
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Title Environmental Evaluation of Coal Mines Based on Generalized Linear Model and Nonlinear Fuzzy Analytic Hierarchy
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