Persistent Link:
http://hdl.handle.net/10150/282009
Title:
DEVELOPMENT OF A CONDITIONAL SIMULATION MODEL OF A COAL DEPOSIT
Author:
Knudsen, H. Peter (Harvey Peter), 1945-
Issue Date:
1981
Publisher:
The University of Arizona.
Rights:
Copyright © is held by the author. Digital access to this material is made possible by the University Libraries, University of Arizona. Further transmission, reproduction or presentation (such as public display or performance) of protected items is prohibited except with permission of the author.
Abstract:
One of the important factors in developing an emission control strategy for a coal fired steam generator is the characterization of the insitu variability of the coal being used in the furnace. Development of a model to correctly capture the insitu variability of the coal is thus fundamental to the analyses of emission control strategies. A simulation model of a portion of the Upper Freeport coal seam in Western Pennsylvania was developed using the recently developed technique called conditional simulation. This model was constructed so that it has the same mean, variance, and distribution of values as the real deposit, and most importantly, has the same spatial correlations as the real deposit. Validation of the model confirmed that the statistical characteristics of the model closely matched the characteristics of the real deposit. A second validation of the model showed that when the model is "mined" according to an actual daily mining sequence, the resulting daily variability corresponded extremely well to what was observed during the actual mining. This second verification served not only to validate the model but also served as a practical demonstration that the model can be successfully used to predict day by day variation in the quality of run of mine coal. One potential use of conditional simulation to "test" how well a mine plan works in actual mining was illustrated by an example where four mine plans were tested on their ability to correctly estimate coal production and sulfur content on a yearly basis. In each case, the simulated deposit was mined out according to the mine plan. The resulting comparison of "actual" production and estimated production clearly shows the adequacy or inadequacy of each one.
Type:
text; Dissertation-Reproduction (electronic)
Keywords:
Air -- Pollution -- Mathematical models.; Fume control -- Mathematical models.; Coal -- Environmental aspects.
Degree Name:
Ph.D.
Degree Level:
doctoral
Degree Program:
Graduate College; Mining and Geological Engineering
Degree Grantor:
University of Arizona
Advisor:
Kim, Y. C.

Full metadata record

DC FieldValue Language
dc.language.isoen_USen_US
dc.titleDEVELOPMENT OF A CONDITIONAL SIMULATION MODEL OF A COAL DEPOSITen_US
dc.creatorKnudsen, H. Peter (Harvey Peter), 1945-en_US
dc.contributor.authorKnudsen, H. Peter (Harvey Peter), 1945-en_US
dc.date.issued1981en_US
dc.publisherThe University of Arizona.en_US
dc.rightsCopyright © is held by the author. Digital access to this material is made possible by the University Libraries, University of Arizona. Further transmission, reproduction or presentation (such as public display or performance) of protected items is prohibited except with permission of the author.en_US
dc.description.abstractOne of the important factors in developing an emission control strategy for a coal fired steam generator is the characterization of the insitu variability of the coal being used in the furnace. Development of a model to correctly capture the insitu variability of the coal is thus fundamental to the analyses of emission control strategies. A simulation model of a portion of the Upper Freeport coal seam in Western Pennsylvania was developed using the recently developed technique called conditional simulation. This model was constructed so that it has the same mean, variance, and distribution of values as the real deposit, and most importantly, has the same spatial correlations as the real deposit. Validation of the model confirmed that the statistical characteristics of the model closely matched the characteristics of the real deposit. A second validation of the model showed that when the model is "mined" according to an actual daily mining sequence, the resulting daily variability corresponded extremely well to what was observed during the actual mining. This second verification served not only to validate the model but also served as a practical demonstration that the model can be successfully used to predict day by day variation in the quality of run of mine coal. One potential use of conditional simulation to "test" how well a mine plan works in actual mining was illustrated by an example where four mine plans were tested on their ability to correctly estimate coal production and sulfur content on a yearly basis. In each case, the simulated deposit was mined out according to the mine plan. The resulting comparison of "actual" production and estimated production clearly shows the adequacy or inadequacy of each one.en_US
dc.typetexten_US
dc.typeDissertation-Reproduction (electronic)en_US
dc.subjectAir -- Pollution -- Mathematical models.en_US
dc.subjectFume control -- Mathematical models.en_US
dc.subjectCoal -- Environmental aspects.en_US
thesis.degree.namePh.D.en_US
thesis.degree.leveldoctoralen_US
thesis.degree.disciplineGraduate Collegeen_US
thesis.degree.disciplineMining and Geological Engineeringen_US
thesis.degree.grantorUniversity of Arizonaen_US
dc.contributor.advisorKim, Y. C.en_US
dc.identifier.proquest8126176en_US
dc.identifier.oclc8685249en_US
dc.identifier.bibrecord.b13904267en_US
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