COMPARISON BETWEEN THE METHODS OF KRIGING AND FINITE ELEMENT ON THE ESTIMATION OF NIKEL LATERITE RESOURCE

Mineral resource (gold, nickel et cetera) generally is stated with the conventional model and non-deterministic (geostatistic) model. Geometry model is carried out with the conventional model in the form of the block/grid. Whereas in carrying out the estimation of the content, the method that is use...

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Main Author: FIRMANSYAH (NIM : 22106309), FERDY
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/20104
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:20104
spelling id-itb.:201042017-09-27T14:56:01ZCOMPARISON BETWEEN THE METHODS OF KRIGING AND FINITE ELEMENT ON THE ESTIMATION OF NIKEL LATERITE RESOURCE FIRMANSYAH (NIM : 22106309), FERDY Indonesia Theses INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/20104 Mineral resource (gold, nickel et cetera) generally is stated with the conventional model and non-deterministic (geostatistic) model. Geometry model is carried out with the conventional model in the form of the block/grid. Whereas in carrying out the estimation of the content, the method that is used is the geostatistic method. Although being regarded as adequate but it would be better if the method that is used has the basis similarity in geometry and content modelling. <br /> <br /> <br /> The Finite Element method with the basis of calculus (deterministic) has the limitations in handling some non-continuous object. This method cannot detect a limit that is not continuous when being undertaken. However despite of the weakness this method has the excellence in modelling an atypical object. The element can be adjustable in the modelling process. After the use in the calculation of coal resources is successful then this method will be used to count laterite nickel resources. <br /> <br /> <br /> The estimation of the laterite nickel resource is limited by Cut of Grade (Cog); for limonite nickel, the content of Ni &#8805; 1.0% and Fe &#8805; 25%; for saprolite nickel the content of Ni &#8805; 1.4% and Fe &#8804; 25%. The result of the Ni content estimation with the kriging method is 86.726 ton whereas with the element method is 74.830 ton. <br /> <br /> <br /> To determine the accuracy of the of laterite nickel resource calculation, we need a parameter that can be measured. So, cross-validation analysis is carried out to test the accuracy of estimation methods. The results from this test suggest that the finite element method can match the accuracy of the kriging method and even higher, so this method can be used in modelling and estimating the resources of laterite nickel. Results of the analysis also show that even more elements that are used then this method becomes increasingly accurate. This could be happened because this method is based on calculus in its approach. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Mineral resource (gold, nickel et cetera) generally is stated with the conventional model and non-deterministic (geostatistic) model. Geometry model is carried out with the conventional model in the form of the block/grid. Whereas in carrying out the estimation of the content, the method that is used is the geostatistic method. Although being regarded as adequate but it would be better if the method that is used has the basis similarity in geometry and content modelling. <br /> <br /> <br /> The Finite Element method with the basis of calculus (deterministic) has the limitations in handling some non-continuous object. This method cannot detect a limit that is not continuous when being undertaken. However despite of the weakness this method has the excellence in modelling an atypical object. The element can be adjustable in the modelling process. After the use in the calculation of coal resources is successful then this method will be used to count laterite nickel resources. <br /> <br /> <br /> The estimation of the laterite nickel resource is limited by Cut of Grade (Cog); for limonite nickel, the content of Ni &#8805; 1.0% and Fe &#8805; 25%; for saprolite nickel the content of Ni &#8805; 1.4% and Fe &#8804; 25%. The result of the Ni content estimation with the kriging method is 86.726 ton whereas with the element method is 74.830 ton. <br /> <br /> <br /> To determine the accuracy of the of laterite nickel resource calculation, we need a parameter that can be measured. So, cross-validation analysis is carried out to test the accuracy of estimation methods. The results from this test suggest that the finite element method can match the accuracy of the kriging method and even higher, so this method can be used in modelling and estimating the resources of laterite nickel. Results of the analysis also show that even more elements that are used then this method becomes increasingly accurate. This could be happened because this method is based on calculus in its approach.
format Theses
author FIRMANSYAH (NIM : 22106309), FERDY
spellingShingle FIRMANSYAH (NIM : 22106309), FERDY
COMPARISON BETWEEN THE METHODS OF KRIGING AND FINITE ELEMENT ON THE ESTIMATION OF NIKEL LATERITE RESOURCE
author_facet FIRMANSYAH (NIM : 22106309), FERDY
author_sort FIRMANSYAH (NIM : 22106309), FERDY
title COMPARISON BETWEEN THE METHODS OF KRIGING AND FINITE ELEMENT ON THE ESTIMATION OF NIKEL LATERITE RESOURCE
title_short COMPARISON BETWEEN THE METHODS OF KRIGING AND FINITE ELEMENT ON THE ESTIMATION OF NIKEL LATERITE RESOURCE
title_full COMPARISON BETWEEN THE METHODS OF KRIGING AND FINITE ELEMENT ON THE ESTIMATION OF NIKEL LATERITE RESOURCE
title_fullStr COMPARISON BETWEEN THE METHODS OF KRIGING AND FINITE ELEMENT ON THE ESTIMATION OF NIKEL LATERITE RESOURCE
title_full_unstemmed COMPARISON BETWEEN THE METHODS OF KRIGING AND FINITE ELEMENT ON THE ESTIMATION OF NIKEL LATERITE RESOURCE
title_sort comparison between the methods of kriging and finite element on the estimation of nikel laterite resource
url https://digilib.itb.ac.id/gdl/view/20104
_version_ 1821120049396580352