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Application of a Cloud Model-Set Pair Analysis in Hazard Assessment for Biomass Gasification Stations

Because a biomass gasification station includes various hazard factors, hazard assessment is needed and significant. In this article, the cloud model (CM) is employed to improve set pair analysis (SPA), and a novel hazard assessment method for a biomass gasification station is proposed based on the...

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Detalles Bibliográficos
Autores principales: Yan, Fang, Xu, Kaili
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5226786/
https://www.ncbi.nlm.nih.gov/pubmed/28076440
http://dx.doi.org/10.1371/journal.pone.0170012
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author Yan, Fang
Xu, Kaili
author_facet Yan, Fang
Xu, Kaili
author_sort Yan, Fang
collection PubMed
description Because a biomass gasification station includes various hazard factors, hazard assessment is needed and significant. In this article, the cloud model (CM) is employed to improve set pair analysis (SPA), and a novel hazard assessment method for a biomass gasification station is proposed based on the cloud model-set pair analysis (CM-SPA). In this method, cloud weight is proposed to be the weight of index. In contrast to the index weight of other methods, cloud weight is shown by cloud descriptors; hence, the randomness and fuzziness of cloud weight will make it effective to reflect the linguistic variables of experts. Then, the cloud connection degree (CCD) is proposed to replace the connection degree (CD); the calculation algorithm of CCD is also worked out. By utilizing the CCD, the hazard assessment results are shown by some normal clouds, and the normal clouds are reflected by cloud descriptors; meanwhile, the hazard grade is confirmed by analyzing the cloud descriptors. After that, two biomass gasification stations undergo hazard assessment via CM-SPA and AHP based SPA, respectively. The comparison of assessment results illustrates that the CM-SPA is suitable and effective for the hazard assessment of a biomass gasification station and that CM-SPA will make the assessment results more reasonable and scientific.
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spelling pubmed-52267862017-01-31 Application of a Cloud Model-Set Pair Analysis in Hazard Assessment for Biomass Gasification Stations Yan, Fang Xu, Kaili PLoS One Research Article Because a biomass gasification station includes various hazard factors, hazard assessment is needed and significant. In this article, the cloud model (CM) is employed to improve set pair analysis (SPA), and a novel hazard assessment method for a biomass gasification station is proposed based on the cloud model-set pair analysis (CM-SPA). In this method, cloud weight is proposed to be the weight of index. In contrast to the index weight of other methods, cloud weight is shown by cloud descriptors; hence, the randomness and fuzziness of cloud weight will make it effective to reflect the linguistic variables of experts. Then, the cloud connection degree (CCD) is proposed to replace the connection degree (CD); the calculation algorithm of CCD is also worked out. By utilizing the CCD, the hazard assessment results are shown by some normal clouds, and the normal clouds are reflected by cloud descriptors; meanwhile, the hazard grade is confirmed by analyzing the cloud descriptors. After that, two biomass gasification stations undergo hazard assessment via CM-SPA and AHP based SPA, respectively. The comparison of assessment results illustrates that the CM-SPA is suitable and effective for the hazard assessment of a biomass gasification station and that CM-SPA will make the assessment results more reasonable and scientific. Public Library of Science 2017-01-11 /pmc/articles/PMC5226786/ /pubmed/28076440 http://dx.doi.org/10.1371/journal.pone.0170012 Text en © 2017 Yan, Xu http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Yan, Fang
Xu, Kaili
Application of a Cloud Model-Set Pair Analysis in Hazard Assessment for Biomass Gasification Stations
title Application of a Cloud Model-Set Pair Analysis in Hazard Assessment for Biomass Gasification Stations
title_full Application of a Cloud Model-Set Pair Analysis in Hazard Assessment for Biomass Gasification Stations
title_fullStr Application of a Cloud Model-Set Pair Analysis in Hazard Assessment for Biomass Gasification Stations
title_full_unstemmed Application of a Cloud Model-Set Pair Analysis in Hazard Assessment for Biomass Gasification Stations
title_short Application of a Cloud Model-Set Pair Analysis in Hazard Assessment for Biomass Gasification Stations
title_sort application of a cloud model-set pair analysis in hazard assessment for biomass gasification stations
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5226786/
https://www.ncbi.nlm.nih.gov/pubmed/28076440
http://dx.doi.org/10.1371/journal.pone.0170012
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