Internet-Based Monitoring and Prediction System of Coal Stockpile Behaviors Under Atmospheric Conditions

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dc.contributor.authorYılmaz, Nihat
dc.contributor.authorÖzdeniz, A. Hadi
dc.date.accessioned2020-03-26T17:49:13Z
dc.date.available2020-03-26T17:49:13Z
dc.date.issued2010
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractSpontaneous combustion on industrial-scale stockpiles causes environmental problems and economic losses for the companies consuming large amounts of coal. In this study, an effective monitoring and prediction system based on internet was developed and implemented to prevent losses and environmental problems. The system was performed in a coal stockpile with 5 m width, 10 m length, 3 m height, and having 120 t of weight. The inner temperature data of the stockpile was recorded by 17 temperature sensors placed inside the stockpile at certain points. Additionally, the data relating to the air temperature, air humidity, atmospheric pressure, wind velocity, and wind direction that are the parameters affecting the coal stockpile were also recorded. The recorded values were analyzed with artificial neural network and Statistical modeling methods for prediction of spontaneous combustion. Real-time measurement values and model outputs were published with a web page on internet. The internet-based system can also provide real-time monitoring (combustion alarms, system status) and tele-controlling (Parameter adjusting, system control) through internet exclusively with a standard web browser without the need of any additional software.en_US
dc.description.sponsorshipSelcuk University's Scientific Research ProjectsSelcuk Universityen_US
dc.description.sponsorshipThis work is supported by the Coordinator ship of Selcuk University's Scientific Research Projects.en_US
dc.identifier.citationYılmaz, N., Özdeniz, A. H., (2010). Internet-Based Monitoring and Prediction System of Coal Stockpile Behaviors Under Atmospheric Conditions. Environmental Monitoring and Assessment, (162), 103-112. Doi: 10.1007/s10661-009-0779-y
dc.identifier.doi10.1007/s10661-009-0779-yen_US
dc.identifier.endpage112en_US
dc.identifier.issn0167-6369en_US
dc.identifier.issn1573-2959en_US
dc.identifier.pmid19238568en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage103en_US
dc.identifier.urihttps://dx.doi.org/10.1007/s10661-009-0779-y
dc.identifier.urihttps://hdl.handle.net/20.500.12395/25008
dc.identifier.volume162en_US
dc.identifier.wosWOS:000274331700009en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.institutionauthorYılmaz, Nihat
dc.institutionauthorÖzdeniz, A. Hadi
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofEnvironmental Monitoring and Assessmenten_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectCoalen_US
dc.subjectStockpileen_US
dc.subjectSpontaneous combustionen_US
dc.subjectInternet-based measurementen_US
dc.subjectPredictionen_US
dc.titleInternet-Based Monitoring and Prediction System of Coal Stockpile Behaviors Under Atmospheric Conditionsen_US
dc.typeArticleen_US

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