Development of a More Descriptive Particle Breakage Probability Model

Single-particle breakage test is becoming increasingly popular, as researchers seek to understand fracture response that is purely a function of the material being tested, instead of that which is based on the performance of the comminution device being used. To that end, an empirical breakage proba...

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Main Authors: Murray M. Bwalya, Ngonidzashe Chimwani
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Minerals
Subjects:
Online Access:https://www.mdpi.com/2075-163X/10/8/710
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spelling doaj-408ba512fd974c37befcd62b4e955d502020-11-25T03:13:33ZengMDPI AGMinerals2075-163X2020-08-011071071010.3390/min10080710Development of a More Descriptive Particle Breakage Probability ModelMurray M. Bwalya0Ngonidzashe Chimwani1School of Chemical and Metallurgical Engineering, University of the Witwatersrand, Johannesburg 2050, South AfricaInstitute of the Development of Energy for African Sustainability (IDEAS), a Research Centre of the University of South Africa (UNISA), Florida Campus, Private Bag X6, Johannesburg 1710, South AfricaSingle-particle breakage test is becoming increasingly popular, as researchers seek to understand fracture response that is purely a function of the material being tested, instead of that which is based on the performance of the comminution device being used. To that end, an empirical breakage probability model that builds on previous work was proposed. The experimental results demonstrate the significance of both energy input and the number of repeated breakage attempts. Four different materials were compared, to gain a better insight into the breakage response. This modelling work goes further from previous research of the authors, by showing that not only does size related threshold energy and repeated impacts characterize particle breakage properties, but each material exhibits unique trends in terms of how its threshold energy and its rate of deterioration varies with particle size and each impact, respectively. This behaviour can be attributed to the different mechanical characteristics of the material and their flaw distribution. The importance of these aspects was highlighted.https://www.mdpi.com/2075-163X/10/8/710single particle breakageenergy inputdrop-weight testerbreakage modellinggrinding prediction
collection DOAJ
language English
format Article
sources DOAJ
author Murray M. Bwalya
Ngonidzashe Chimwani
spellingShingle Murray M. Bwalya
Ngonidzashe Chimwani
Development of a More Descriptive Particle Breakage Probability Model
Minerals
single particle breakage
energy input
drop-weight tester
breakage modelling
grinding prediction
author_facet Murray M. Bwalya
Ngonidzashe Chimwani
author_sort Murray M. Bwalya
title Development of a More Descriptive Particle Breakage Probability Model
title_short Development of a More Descriptive Particle Breakage Probability Model
title_full Development of a More Descriptive Particle Breakage Probability Model
title_fullStr Development of a More Descriptive Particle Breakage Probability Model
title_full_unstemmed Development of a More Descriptive Particle Breakage Probability Model
title_sort development of a more descriptive particle breakage probability model
publisher MDPI AG
series Minerals
issn 2075-163X
publishDate 2020-08-01
description Single-particle breakage test is becoming increasingly popular, as researchers seek to understand fracture response that is purely a function of the material being tested, instead of that which is based on the performance of the comminution device being used. To that end, an empirical breakage probability model that builds on previous work was proposed. The experimental results demonstrate the significance of both energy input and the number of repeated breakage attempts. Four different materials were compared, to gain a better insight into the breakage response. This modelling work goes further from previous research of the authors, by showing that not only does size related threshold energy and repeated impacts characterize particle breakage properties, but each material exhibits unique trends in terms of how its threshold energy and its rate of deterioration varies with particle size and each impact, respectively. This behaviour can be attributed to the different mechanical characteristics of the material and their flaw distribution. The importance of these aspects was highlighted.
topic single particle breakage
energy input
drop-weight tester
breakage modelling
grinding prediction
url https://www.mdpi.com/2075-163X/10/8/710
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