4.1 Review

Framework components for data-centric dry laboratories in the minerals industry: A path to science-and-technology-led innovation

Related references

Note: Only part of the references are listed.
Article Engineering, Chemical

Data-centric Engineering: integrating simulation, machine learning and statistics. Challenges and opportunities

Indranil Pan et al.

Summary: Recent advancements in machine learning, coupled with affordable computation, readily available sensors, data storage and cloud technologies, have fueled widespread interdisciplinary research activities. A new hybrid data-centric engineering approach is emerging, integrating simulations and data to leverage the best of both worlds and having a transformative impact on the field of physics.

CHEMICAL ENGINEERING SCIENCE (2022)

Article Geosciences, Multidisciplinary

Integration of Machine Learning Algorithms with Gompertz Curves and Kriging to Estimate Resources in Gold Deposits

Steven E. Zhang et al.

Summary: This study presents an improved machine learning approach (GS-Pred) that combines network analysis and a spatial self-similarity model to achieve more accurate in situ gold grade estimation. The results demonstrate that this method outperforms traditional algorithms in in situ gold grade estimation. The algorithm features fast data processing, geology- and assay-based outlier detection, and opens new avenues for intelligent and automated in situ gold-grade prediction.

NATURAL RESOURCES RESEARCH (2021)

Article Engineering, Chemical

Repurposing legacy metallurgical data part II: Case studies of plant performance optimisation and process simulation

Yousef Ghorbani et al.

Summary: The metallurgical industry has a rich history with a vast amount of data generated. With the proliferation of new technologies in the 4th industrial revolution, data analytics play a key role in optimizing production efficiency. Utilizing legacy data is critical for transitioning towards an industry driven by data and analytics.

MINERALS ENGINEERING (2021)

Review Engineering, Chemical

Modelling for froth flotation control: A review

Paulina Quintanilla et al.

Summary: The paper reviews models for froth flotation control, finding that existing models primarily focus on the pulp phase and neglect the froth phase. To achieve better control, there is a need to develop models suitable for the froth phase and more complex models for the pulp phase.

MINERALS ENGINEERING (2021)

Article Chemistry, Analytical

An Analytics Environment Architecture for Industrial Cyber-Physical Systems Big Data Solutions

Eduardo A. Hinojosa-Palafox et al.

Summary: The paper aims to support the design of analytics Big Data solutions for industrial cyber-physical systems (iCPS), considering new Big Data modeling analytics techniques and proposing an architecture that integrates from IIoT environment, communications, and the cloud. The architectural design presented considers data as an invaluable asset in iCPS, and a fault diagnosis case study illustrates the application of the reference architecture for Big Data analytics in iCPS.

SENSORS (2021)

Article Multidisciplinary Sciences

Data sharing practices and data availability upon request differ across scientific disciplines

Leho Tedersoo et al.

Summary: The study found that while data sharing has improved over the past decade, differences in data availability and willingness to share data still exist among different disciplines. It is recommended to incentivize researchers to share data through benefits such as recognition and rewards, with funding agencies covering data management costs and enforcing data sharing surveillance.

SCIENTIFIC DATA (2021)

Article Geosciences, Multidisciplinary

Algorithmic Optimization of an Underground Witwatersrand-Type Gold Mine Plan

G. T. Nwaila et al.

Summary: The study introduces a top-down algorithmic approach to optimize cutoff grade and net present value (NPV) in mining operations to maximize the life of ultra-deep gold mines. Through quantitative analysis, mining variables can be ranked to optimize underground mine planning.

NATURAL RESOURCES RESEARCH (2021)

Review Materials Science, Multidisciplinary

Big data management in the mining industry

Chong-chong Qi

INTERNATIONAL JOURNAL OF MINERALS METALLURGY AND MATERIALS (2020)

Review Engineering, Chemical

Towards integrated geometallurgical approach: Critical review of current practices and future trends

Viktor Lishchuk et al.

MINERALS ENGINEERING (2020)

Review Engineering, Chemical

Repurposing legacy metallurgical data Part I: A move toward dry laboratories and data bank

Yousef Ghorbani et al.

MINERALS ENGINEERING (2020)

Proceedings Paper Computer Science, Artificial Intelligence

Supporting Decisions in Production Line Processes by Combining Process Mining and System Dynamics

Mahsa Pourbafrani et al.

INTELLIGENT HUMAN SYSTEMS INTEGRATION 2020 (2020)

Article Computer Science, Information Systems

Digital Twin: Values, Challenges and Enablers From a Modeling Perspective

Adil Rasheed et al.

IEEE ACCESS (2020)

Review Engineering, Chemical

Machine learning applications in minerals processing: A review

J. T. McCoy et al.

MINERALS ENGINEERING (2019)

Article Environmental Sciences

Interoperability: A conceptual framework to bridge the gap between multifunctional and multisystem urban flood management

Kim Vercruysse et al.

JOURNAL OF FLOOD RISK MANAGEMENT (2019)

Article Engineering, Chemical

Positron emission particle tracking and CFD investigation of hydrocyclones acting on liquids of varying viscosity

Alex C. Hoffmann et al.

CHEMICAL ENGINEERING SCIENCE (2019)

Article Engineering, Chemical

Geometric features of tumbling mill flows: A positron emission particle tracking investigation

D. N. de Klerk et al.

CHEMICAL ENGINEERING SCIENCE (2019)

Article Engineering, Chemical

X-ray computed tomography: Practical evaluation of beam hardening in iron ore samples

Lunga Cleartone Bam et al.

MINERALS ENGINEERING (2019)

Proceedings Paper Automation & Control Systems

Future Automation Systems in Context of Process Systems and Minerals Engineering

Sirkka-Liisa Jamsa-Jounela

IFAC PAPERSONLINE (2019)

Article Engineering, Electrical & Electronic

The Flow and Reuse of Data Capabilities of AutomationML in the Production System Life Cycle

Nicole Schmidt et al.

IEEE INDUSTRIAL ELECTRONICS MAGAZINE (2018)

Editorial Material Automation & Control Systems

Guest Editorial Special Section on Recent Trends and Developments in Industry 4.0 Motivated Robotic Solutions

Marina Indri et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2018)

Article Engineering, Chemical

Hybrid non-linear model predictive control of a run-of-mine ore grinding mill circuit

S. Botha et al.

MINERALS ENGINEERING (2018)

Article Computer Science, Information Systems

Smart Factory of Industry 4.0: Key Technologies, Application Case, and Challenges

Baotong Chen et al.

IEEE ACCESS (2018)

Article Geochemistry & Geophysics

Detection of potential methane gas pathways in deep South African gold mines

Mbali Mkhabela et al.

JOURNAL OF GEOPHYSICS AND ENGINEERING (2017)

Article Engineering, Chemical

A geometrical texture model for multi-mineral liberation prediction

Marko M. Hilden et al.

MINERALS ENGINEERING (2017)

Review Engineering, Multidisciplinary

Recent Progress on Data-Based Optimization for Mineral Processing Plants

Jinliang Ding et al.

ENGINEERING (2017)

Article Engineering, Chemical

The shape and behaviour of a granular bed in a rotating drum using Eulerian flow fields obtained from PEPT

A. J. Morrison et al.

CHEMICAL ENGINEERING SCIENCE (2016)

Article Engineering, Chemical

Froth-based modeling and control of a batch flotation process

A. Jahedsaravani et al.

INTERNATIONAL JOURNAL OF MINERAL PROCESSING (2016)

Article Engineering, Chemical

Process mineralogy as a predictive tool for flowsheet design to advance the Kamoa project

E. Whiteman et al.

MINERALS ENGINEERING (2016)

News Item Multidisciplinary Sciences

Low-cost headsets boost virtual reality's lab appeal

Davide Castelvecchi

NATURE (2016)

Article Multidisciplinary Sciences

Comment: The FAIR Guiding Principles for scientific data management and stewardship

Mark D. Wilkinson et al.

SCIENTIFIC DATA (2016)

Article Engineering, Industrial

Recognition of complex engineering objects from large-scale point clouds

Gabor Erdos et al.

CIRP ANNALS-MANUFACTURING TECHNOLOGY (2015)

Article Engineering, Chemical

Quantifying mineral grain size distributions for process modelling using X-ray micro-tomography

C. L. Evans et al.

MINERALS ENGINEERING (2015)

Article Engineering, Chemical

Development of a geometallurgical framework to quantify mineral textures for process prediction

Cecilia Lund et al.

MINERALS ENGINEERING (2015)

Article Cultural Studies

Shallow Gamification: Testing Psychological Effects of Framing an Activity as a Game

Andreas Lieberoth

GAMES AND CULTURE (2015)

Article Computer Science, Information Systems

Information sharing and interoperability: the case of major incident management

David K. Allen et al.

EUROPEAN JOURNAL OF INFORMATION SYSTEMS (2014)

Article Engineering, Chemical

PEPT studies of heavy particle flow within a spiral concentrator

D. Boucher et al.

MINERALS ENGINEERING (2014)

Article Engineering, Chemical

Comparisons of PEPT derived charge features in wet milling environments with a friction-adjusted DEM model

I. Govender et al.

CHEMICAL ENGINEERING SCIENCE (2013)

Article Computer Science, Interdisciplinary Applications

Impact of an augmented reality system on students' motivation for a visual art course

Angela Di Serio et al.

COMPUTERS & EDUCATION (2013)

Review Geosciences, Multidisciplinary

Laser scanning and digital outcrop geology in the petroleum industry: A review

David Hodgetts

MARINE AND PETROLEUM GEOLOGY (2013)

Article Engineering, Chemical

Recovery and grade accurate prediction of pilot plant flotation column concentrate: Neural network and statistical techniques

F. Nakhaei et al.

INTERNATIONAL JOURNAL OF MINERAL PROCESSING (2012)

Editorial Material Computer Science, Information Systems

Data Governance

Boris Otto

BUSINESS & INFORMATION SYSTEMS ENGINEERING (2011)

Article Forestry

On the use of X-ray computed tomography for determining wood properties: a review

Qiang Wei et al.

CANADIAN JOURNAL OF FOREST RESEARCH (2011)

Article Engineering, Chemical

Modern Process Mineralogy: An integrated multi-disciplined approach to flowsheeting

Norman O. Lotter

MINERALS ENGINEERING (2011)

Review Business

Organizational and business impacts of RFID technology

Joseph Barjis et al.

BUSINESS PROCESS MANAGEMENT JOURNAL (2010)

Article Biology

Place illusion and plausibility can lead to realistic behaviour in immersive virtual environments

Mel Slater

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES (2009)

Article Psychology, Social

An IF-THEN theory of personality: Significant others and the relational self

Susan M. Andersen et al.

JOURNAL OF RESEARCH IN PERSONALITY (2009)

Article Engineering, Chemical

Mineralogical imaging of kimberlites using SEM-based techniques

B. Benvie

MINERALS ENGINEERING (2007)

Article Communication

The role of social presence in interactive agent-based persuasion

Paul Skalski et al.

MEDIA PSYCHOLOGY (2007)

Article Engineering, Chemical

Sampling, and flotation testing of Sudbury Basin drill core for process mineralogy modelling

NO Lotter et al.

MINERALS ENGINEERING (2003)