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Efficient mineral liberation – Multidimensional investigation of mechanical stress and ore texture
Luleå University of Technology, Department of Civil, Environmental and Natural Resources Engineering, Minerals and Metallurgical Engineering.ORCID iD: 0000-0002-6284-5792
2021 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Within mineral comminution, the product properties (such as particle size distribution and mineral liberation characteristics) along with process efficiency are affected by material related and process environment factors. Understanding and optimizing these factors leads to designing and developing an energy-efficient process with a specified product. A better understanding of interactions between comminution environments and ore properties is the fundamental approach to improve the breakage process. This could lead to achieving a desired product particle size and liberation with the least energy consumption. It can even be used for designing new or improving the performance of comminution machines. In this doctoral thesis, breakage fundamentals are analyzed and set against the principles of various comminution machines: (i) Loading mechanism is defined as the physical action that is applied to a particle or several particles to introduce mechanical stress. (ii) The resulting pattern of the particle failure is referred to as breakage mechanism. (iii) The breakage mode defines the particle breakage and its dependence on ore texture and mineral liberation. To date, most of the research has addressed fragmentation and energy consumption within the comminution system. While optimizing these two factors is used as the approach to have an efficient process, improving mineral liberation is the other approach. In this regard, promoting the breakage mode to preferential in phase and phase boundary breakage could help to increase the liberation degree. According to the literature, mechanical stress is one of the factors controlling mineral liberation. While mechanical stresses are related to the comminution environment, ore texture is related to the particle's inherent characteristics. The thesis aims to identify ore textural micro features and combine them with micro-static and micro-dynamic processes as the key to achieve the most efficient process in terms of mineral liberation, fracture energy, and particle fragmentation. In the first stage of the work, iron oxide ore from the Malmberget mine in Northern Sweden was used and various ore textures were characterized on micro-level to attain the qualitative and quantitative features. These features were not only used for distinguishing textures but were also used later for data interpretation. In the second stage, two distinct ore textures were selected to investigate single particle breakage through four‐dimensional deformation and two‐dimensional crack quantification. The former method determines the breakage mode by quantifying internal deformation and strain in a three-dimensional volume of in-situ X-ray computed micro-tomography measurements. In the latter method, two-dimensional scanning electron microscopy - backscattered electron was used to quantify cracks based on the type of breakage mode. In addition, X-ray computed micro-tomography three-dimensional imaging was used in order to track the propagated cracks in the third dimension. Moreover, magnetite grains cracks were studied qualitatively based on optical microscopy images in order to identify and characterize the propagated cracks. In the third stage, multiple layers of particles of three hematite and three magnetite ore textures were fragmented at two displacement rates. The attained data in terms of breakage mode, liberation distribution, fragmented particles, and fracture energy were compared and their relation to micro-processes and micro-ore features were evaluated. In the fourth stage, multivariate data analysis was applied for finding and predicting patterns in mineral liberation, fracture energy, and fragmentation connected to ore texture features and displacement rate. Moreover, a comparison of ore textural features was also done to find the strongest factors. Finally, the optimal conditions to have the lowest fracture energy and highest liberation were investigated.

Place, publisher, year, edition, pages
Luleå: Luleå University of Technology, 2021.
Series
Doctoral thesis / Luleå University of Technology 1 jan 1997 → …, ISSN 1402-1544
Keywords [en]
Loading mechanism, Ore texture, Breakage mode, Fracture energy, Fragmentation, Breakage mechanism, Statistical analysis, 3D Deformation, Crack quantification
National Category
Metallurgy and Metallic Materials
Research subject
Mineral Processing
Identifiers
URN: urn:nbn:se:ltu:diva-87484ISBN: 978-91-7790-952-1 (print)ISBN: 978-91-7790-953-8 (electronic)OAI: oai:DiVA.org:ltu-87484DiVA, id: diva2:1602640
Public defence
2021-12-10, E632, Luleå University of Technology, Luleå, 10:00 (English)
Opponent
Supervisors
Available from: 2021-10-13 Created: 2021-10-13 Last updated: 2023-12-19Bibliographically approved
List of papers
1. Characterization of ore texture crack formation and liberation by quantitative analyses of spatial deformation
Open this publication in new window or tab >>Characterization of ore texture crack formation and liberation by quantitative analyses of spatial deformation
2020 (English)In: Minerals Engineering, ISSN 0892-6875, E-ISSN 1872-9444, Vol. 157, article id 106577Article in journal (Refereed) Published
Abstract [en]

In comminution, particle breakage starts with crack induction and propagation. The path of cracks defines the breakage mode, e.g. preferential in phase breakage or phase boundary breakage. For investigating crack formation behavior, the description by displacement fields can be applied. The displacement fields of the mineral phases can then be used to understand breakage mode and liberation. Ore texture and operational conditions such as loading mechanisms will affect the system. One of the ore texture aspects is the ore texture heterogeneity, which is a complex quantity comprising mineral heterogeneity, geometrical heterogeneity, weak grain boundaries, and micro-cracks. This study aims at investigating the effects of ore texture and loading displacement rate on minerals breakage mode. By knowing minerals breakage mode it is possible to identify the factors which affect minerals liberation and optimizing these factors in order to liberate minerals even in coarser size fractions. The approach is to describe the spatial displacement fields in different ore textures. In order to obtain these, in-situ compression loading tests with different displacement rates were conducted, followed by X-ray computed micro-tomography (XCT) and Digital Volume Correlation (DVC). In addition, the resulting cracks from ore breakage were analyzed and quantified in order to analyze the breakage mode. Moreover, XCT imaging was used for tracking the propagated cracks in the third dimension. For identifying mineral phases, automated scanning electron microscopy (SEM) complemented by energy dispersive spectroscopy was applied. The outcomes showed that both ore texture and loading mechanism should be considered for describing crack formation and consequently mineral liberation.

Place, publisher, year, edition, pages
Elsevier, 2020
Keywords
Crack quantification, Spatial deformation, X-ray computed micro-tomography, Ore texture, Breakage mode
National Category
Metallurgy and Metallic Materials Applied Mechanics
Research subject
Mineral Processing; Experimental Mechanics
Identifiers
urn:nbn:se:ltu:diva-78065 (URN)10.1016/j.mineng.2020.106577 (DOI)000564536800008 ()2-s2.0-85088841372 (Scopus ID)
Note

Validerad;2020;Nivå 2;2020-08-20 (alebob)

Available from: 2020-03-15 Created: 2020-03-15 Last updated: 2023-12-19Bibliographically approved
2. Breakage process of mineral processing comminution machines – An approach to liberation
Open this publication in new window or tab >>Breakage process of mineral processing comminution machines – An approach to liberation
2020 (English)In: Advanced Powder Technology, ISSN 0921-8831, E-ISSN 1568-5527, Vol. 31, no 9, p. 3669-3685Article in journal (Refereed) Published
Abstract [en]

Mineral liberation and size reduction are the most critical steps before mineral separation. Several investigations showed that mineral liberation degree could be affected by ore texture and/or loading mechanisms. However, varied definitions have been used for the breakage fundamentals as the leading cause of mineral liberation. This review identifies the breakage fundamentals and analyzes them in terms of process and ore breakage behavior. It is highlighted that the breakage fundamentals are essential for optimizing of comminution environments and designing the comminution machines. Three main areas of breakage processes in regard to fundamentals of breakage are classified and addressed as “Loading mechanism”, “Breakage mechanism”, and “Breakage mode”. Despite the fact that many advances have been made in the design of the comminution machines; still, the combined effect of breakage fundamentals and ore properties such as ore texture in a quantitative manner is not fully understood. In this regard, this study identifies and discusses the material and process factors influencing the breakage phenomenon. This potentially paves the way for improving the comminution environment concerning a particular ore type.

Place, publisher, year, edition, pages
Elsevier, 2020
Keywords
Breakage mechanism, Loading mechanism, Ore texture, Liberation, Breakage mode
National Category
Metallurgy and Metallic Materials
Research subject
Mineral Processing
Identifiers
urn:nbn:se:ltu:diva-78064 (URN)10.1016/j.apt.2020.08.005 (DOI)000579717400001 ()2-s2.0-85090481232 (Scopus ID)
Note

Validerad;2020;Nivå 2;2020-11-09 (johcin)

Available from: 2020-03-15 Created: 2020-03-15 Last updated: 2023-12-19Bibliographically approved
3. Quantitative analysis of ore texture breakage characteristics affected by loading mechanism: Fragmentation and mineral liberation
Open this publication in new window or tab >>Quantitative analysis of ore texture breakage characteristics affected by loading mechanism: Fragmentation and mineral liberation
2022 (English)In: Minerals Engineering, ISSN 0892-6875, E-ISSN 1872-9444, Vol. 182, article id 107561Article in journal (Refereed) Published
Abstract [en]

Mineral liberation as the main purpose of comminution in ore beneficiation is not applied in the design of comminution machines or even often neglected in designing comminution circuits. In addition, other factors critical for comminution efficiency such as fracture energy, and particle fragmentation are rarely considered. The current study investigates the combined effects of particle textural properties and process operational conditions on the fragmentation of bed particle. In particular, the influence of ore texture and loading displacement rate (as the material and machine properties) on particle specific fracture energy, breakage mode, liberation, and fragmentation was studied. The results indicate that ore textures with coarsest grain sizes and lower quantities of cleavage minerals have the least amount of fracture energy. In terms of fragmentation, a lower displacement rates results in higher quantities of the fragmented particles compared to the higher displacement rate. Among studied ore textures, two types of hematite ore textures which had the coarsest grain sizes had lower liberation in finer size fractions. Overall, the outcomes show that the displacement rate and ore texture can affect the specific fracture energy, particle fragmentation, mineral liberation, and breakage mode at different degrees.

Place, publisher, year, edition, pages
Elsevier, 2022
Keywords
Comminution, Loading mechanism, Breakage mode, Mineral liberation, Displacement rate, Ore texture, Energy consumption, Mineralogy
National Category
Metallurgy and Metallic Materials
Research subject
Mineral Processing
Identifiers
urn:nbn:se:ltu:diva-87482 (URN)10.1016/j.mineng.2022.107561 (DOI)000793661100007 ()2-s2.0-85128191801 (Scopus ID)
Note

Validerad;2022;Nivå 2;2022-04-19 (sofila);

Funder: Centre for Advanced Mining and Metallurgy (CAMM)

Available from: 2021-10-13 Created: 2021-10-13 Last updated: 2023-12-19Bibliographically approved
4. Quantitative analysis of ore texture breakage characteristics affected by loading mechanism: Multivariate data analysis of particle texture parameters
Open this publication in new window or tab >>Quantitative analysis of ore texture breakage characteristics affected by loading mechanism: Multivariate data analysis of particle texture parameters
2022 (English)In: Minerals Engineering, ISSN 0892-6875, E-ISSN 1872-9444, Vol. 181, article id 107531Article in journal (Refereed) Published
Abstract [en]

Understanding and optimizing the comminution process in terms of mineral liberation, fragmentation, and fracture energy are aligned with sustainable approaches and overall international goals of green solutions. This study investigates the combined effect of material properties (ore textural features) and process factors (displacement rate) on mineral liberation, fracture energy, and fragmentation. For achieving this aim, multivariate data analysis tools are used to examine the fragmentation by compression of multiple layers of iron oxide minerals in a particle bed. The results indicate that ore textural features distinctively influence particle fragmentation, mineral liberation, and fracture energy and the ore textural effects are more pronounced compared to displacement rate.

Place, publisher, year, edition, pages
Elsevier, 2022
Keywords
Comminution, Loading mechanism, Ore texture, Statistical analysis, Multivariate projection, Liberation, Fracture energy, Fragmentation
National Category
Metallurgy and Metallic Materials
Research subject
Mineral Processing
Identifiers
urn:nbn:se:ltu:diva-87483 (URN)10.1016/j.mineng.2022.107531 (DOI)000821456900003 ()2-s2.0-85127515584 (Scopus ID)
Note

Validerad;2022;Nivå 2;2022-04-08 (hanlid);

Funder: Centre for Advanced Mining and Metallurgy (CAMM)

Available from: 2021-10-13 Created: 2021-10-13 Last updated: 2023-12-19Bibliographically approved

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