• Guidelines

    GMG guidelines are peer-reviewed, non-prescriptive documents that offer best practices, guide on the implementation and adoption of new technologies, or develop industry alignment. They are the product of industry-wide collaboration based on experience and lessons learned. The guidance aims to help identify key considerations, good practices, and questions to ask on the topic covered and enable operational improvements for safe, sustainable, and productive mines. Once the guideline is reviewed and accepted by the project group, working group members peer review and approve draft documents prior to their approval by the GMG Board of Directors.
    • Guía para Compartir Conjuntos de Datos Abiertos en Minería

    • Guía para Aplicar la Seguridad Funcional a Sistemas Autónomos en Minería

    • Guideline for Applying System Safety in Autonomous Mining

      LEARN MORE 2024 03 21
    • MARCO NORMALIZADO DE CLASIFICACIÓN DEL TIEMPO PARA EQUIPOS MÓVILES EN LA MINERÍA A CIELO ABIERTO

      LEARN MORE 2024 01 30
    • Methods to Survey and Sample Grinding Circuits for Determining Energy Efficiency

      Learn More 2023 01 20
    • PRÁCTICAS RECOMENDADAS PARA VEHÍCULOS ELÉCTRICOS A BATERÍA EN LA MINERÍA SUBTERRÁNEA (Versión 3)

      LEARN MORE 2022 12 15
    • Recommended Practices for Battery Electric Vehicles in Underground Mining – Version 3

      Learn More 2022 06 23
    • Guideline for Sharing Open Data Sets in Mining

      Learn More 2022 04 21
    • The Morrell Method to Determine the Efficiency of Industrial Grinding Circuits

      Learn More 2021 12 16
    • Determining the Bond Efficiency of Industrial Grinding Circuits

      Learn More 2021 12 15
    • A Standardized Time Classification Framework for Mobile Equipment in Surface Mining: Operational Definitions, Time Usage Model, and Key Performance Indicators

      Learn More 2020 08 31
    • Guideline for Applying Functional Safety to Autonomous Systems in Mining

      Learn More 2020 08 18
    • РУКОВОДСТВО ПО ВНЕДРЕНИЮ СИСТЕМ АВТОМАТИЧЕСКОГО УПРАВЛЕНИЯ В ГОРНОДОБЫВАЮЩЕЙ ПРОМЫШЛЕННОСТИ

      Learn more 2019 08 29
    • Guideline for Implementing Short Interval Control in Underground Mining Operations

      Learn More 2019 06 6
    • Guideline for the Implementation of Autonomous Systems in Mining

      Learn More 2019 04 18
    • Underground Mine Communications Infrastructure Guidelines Part III: General Guidelines

      Learn More 2019 03 13
    • Underground Mine Communications Infrastructure Guidelines Part II: Scenarios and Applications

      Learn More 2017 04 26
    • Underground Communications Infrastructure Guidelines Part I: Positioning and Needs Analysis

      Learn More 2017 02 15
    • Mobile Equipment Open Data Consensus Guideline

      Learn More 2016 04 27
  • White Papers

    GMG white papers are educational or foundational documents that provide broad knowledge and identify further reading on a topic that is new to or not well-understood in the industry. These documents are reviewed throughout development and editing but do not undergo the working group review and voting process as guidelines do.
    • System Safety for Autonomous Mining

      Learn More 2021 09 29
    • Foundations of AI: A Framework for AI in Mining

      Learn More 2019 10 20
  • Case Studies

    GMG case studies aim to share knowledge and experience and provide examples for the benefit of the broader industry.
    • El control a intervalos cortos mejora la planificación de la mina en una operación a cielo abierto a gran escala

      Estudio de caso sobre gestión de activos, datos e interoperabilidad
      Léala aquí. 2023 08 23
    • Short Interval Control Monitoring Improves Mine Planning in Large-Scale Open-Pit Operation

      Asset Management and Data and Interoperability Working Groups
      Read it here. 2023 08 23
    • Excavator Thrust Plate Wear Issues and How to Alleviate them with Enhanced Performance Parts

      Asset Management Case Study
      READ IT HERE 2023 06 12
    • Fabricating Change Through Additive Manufacturing

      Asset Management Case Study
      READ IT HERE 2023 06 12
    • Fosterville Gold Mine Improves Gold Recovery with Advanced Technologies

      Mineral Processing and Sustainability Case Study
      READ IT HERE 2022 12 9
    • MM-ISAC Secure Deployment of Autonomous Haulage Systems

      Autonomous Mining and Cybersecurity Case Study
      READ IT HERE 2022 12 9
    • The Application of Magnetically Attached Vibration Technology to Reduce Idle Time

      Data and Interoperability Case Study
      READ IT HERE 2022 12 8
    • Bridging Gaps Between Critical Systems in Mining

      Data and Interoperability & Asset Management Case Study
      READ IT HERE 2022 12 8
    • Monitoring the Heartbeat of Mining and Metals Production

      Artificial Intelligence Case Study
      Read it here 2021 12 15
    • Transition From Haulage Technicians to Autonomous Controllers at Vale

      Autonomous Mining Skills Migration Case Study Library
      Read it here 2021 03 15
    • Lessons Learned When Workforce Reduction was a Factor in Migrating Truck Drivers to Autonomous Fleets

      Autonomous Mining Skills Migration Case Study Library
      Read it here 2021 03 15
    • Rio Tinto’s Experience with Automation Improving Safety for Employees and Creating Value

      Autonomous Mining Skills Migration Case Study Library
      Read it here 2021 03 15
    • Skills Migration for Remote Drill Operators

      Autonomous Mining Skills Migration Case Study Library
      Read it here 2021 03 15
  • Industry Landscapes

    GMG landscapes are reviews of ongoing related work by other organizations. These aim to provide the industry with an idea of what exists while also preventing duplication of effort. They can also supplement other GMG publications by providing a resource for the industry to find related work.
    • Landscape of Open Data Sets and Platforms

      Read it here 2021 05 28
    • Landscape of Interoperability Initiatives in Mining

      Read it here 2021 04 1
    • Mine Tailings Landscape: A Review of Guidelines, Initiatives, and Standards

      Read it here 2019 10 18
  • Reports

    GMG reports include outcomes of in-depth outreach, industry research, and events that are used to inform the priorities for collaboration and developing industry guidance.
    • Industry Priorities, Challenges, and Collaborative Approaches: Report on the 2022 GMG Mine Operator Roundtables

      Read it here 2022 04 14
    • Interoperability Definition and Guiding Principles for the Mining Industry: A GMG Report on the Outcomes of Industry Collaboration and Alignment

      Read it here 2021 08 21
    • Mobile Equipment Open Data: Report on Industry Challenges and Next Steps

      Read it here 2021 03 25
    • Mining Industry 2021 Vision: Achieving Key Goals Through Collaboration (Nov-Dec 2020 Leadership Summit)

      Read it here 2021 03 9
    • Operationalizing Sustainability (Nov-Dec 2020 Leadership Summit)

      Read it here 2021 03 9
    • Mineral Processing Working Group Survey Results Report

      Read it here 2020 07 7
    • Mining Response to COVID-19: Achieving the Impossible through Collaboration (Jun 2020 Leadership Summit)

      Read it here 2020 06 10
    • Electric Mine Operational Knowledge Sharing Platform Summary of Survey Results and Workshop Outcomes Report

      Read it here 2020 06 9
    • Building a Better Future of Mining: Strategies for Today’s Burning Issues (Nov 2019 Leadership Summit)

      Read it here 2019 12 17
    • Open Mining Format (OMF) Survey Results Report

      Read it here 2018 09 9
    • 3D Data Exchange Report

      Read it here 2017 11 9
  • Videos

    Webinars and presentations by industry experts available on the GMG YouTube channel.
    • GMG Project Lifecycle | 2024 Annual General Meeting

      Andrew Scott, Lead, Robotics and Automation, Prominent Hill, BHP and GMG Representative, Australia guides viewers across the GMG project lifecycle. Joining him are Stewart Brand, Principal - Global Geometallurgy at BHP; Russell Kennett, Manager Underground Technology at Oyo Tolgoi LLC, Rio Tinto; and Chirag Sathe, Principal Autonomy at BHP.
      WATCH IT HERE 2024 05 14
    • GMG Webinar | Implementation of Autonomous Systems V2 Final Review

      With a completed draft ready to progress to the final review stages, project leads Chirag Sathe, Principal Autonomy at BHP and Graeme Mitchell, Autonomous Systems SME/Project Manager at Worley will walk you through the guideline, provide you with a better understanding of the implementation of autonomous systems, and explain what we need from your company to move this guideline towards publication.
      WATCH IT HERE 2024 03 11
    • GMG Webinar | Iain Curran: CharIN – Towards Greater Interoperability & Standardisation in Charging Systems

      Iain Curran, Practice Lead Global – Fleet Decarbonisation, BHP | CharlN is the leading global association dedicated to promoting interoperability based on the Combined Charging System (CCS) as the global standard for charging vehicles of all kinds. Standardization in charging of electric mining trucks will help to reduce costs, avoid duplication in development and increase efficiency as the industry moves to implement battery powered haulage fleets. Building on the success of the Charge On Innovation Challenge, the Mining Taskforce within CharIN is already seeing engagement between key stakeholders including mining companies, mining truck OEMs and technology suppliers. If successful it will streamline and potentially speed up the mining industry’s net zero carbon goals with regard to mine haulage. In this webinar, Iain discusses CharIN and the work underway.
      WATCH IT HERE 2023 12 6
    • GMG Webinar | Rasmus Tammia: Swiping Through Dating Disaster and AI Heartbreak

      Rasmus Tammia, Program Manager - Artificial Intelligence in Mining, Boliden Mines | What can the mining industry learn from hopeless romantics? How should our conservative industry navigate the rapidly evolving nature of the technology known as artificial intelligence? These are some of the questions that are covered in the webinar by Rasmus Tammia, head of Boliden's AI Research Program.
      WATCH IT HERE 2023 11 28
    • GMG Webinar | Rob Labbé: Building Cyber Resilience in Mining and Metals

      Rob Labbé, CEO & CISO in Residence, MM-ISAC  | With the increased use of technology in mining, It is important for all areas of the business to prioritize resiliency.  Rob Labbe, CISO- in-Residence of MM-ISAC discusses the importance of cyber resiliency and gives some guidance on how organizations of all sizes can shift from cyber security to cyber resilience.
      WATCH IT HERE 2023 11 28
    • GMG Webinar | Pieter van Schalkwyk: Unlocking the Power of Intelligent Digital Twins in Mining

      Pieter van Schalkwyk, CEO, XMPro | Mining is evolving, propelled by the fusion of Artificial Intelligence (AI) and digital twin technology. As the industry strides forward, embracing this transformative combo becomes critically important. This webinar discusses the potential of intelligent digital twins in reshaping modern mining.
      WATCH IT HERE 2023 11 28
    • GMG Electric Mine Working Group Call | Gertjan Bekkers: Designed and Ready for BEV Operations

      Gertjan Bekkers, VP Mines Technical Services, Torex Gold Resources | Torex's Media Luna Mine is an underground site in Mexico containing gold, copper, and silver. The mine, situated south of the Balsas River, is currently under construction and is expected to commence commercial production in Q1 2025. Bekkers detailed the company’s choice to use battery electric vehicles (BEVs) and outlined the initial trade-off, and the current process of operations readiness.
      WATCH IT HERE 2023 10 12
    • GMG Artificial Intelligence Working Group Call | Update on Open Data Sets Project

      Allyson Stoll, Working Group Co-chair | The GMG Guideline for Open Data Sets in Mining provides mining industry stakeholders with best practices for data sharing so that they can benefit from the opportunities that open data can offer. In this presentation, Stoll outlines some next steps of how the group can move forward to increase the activity of the data sets and encourage more sharing.
      WATCH IT HERE 2023 09 15
    • GMG Artificial Intelligence Working Group Call | Doug Bester: Data Visualization

      Doug Bester, Managing Director, Sentient Computing | In his presentation, Doug outlines the work the Sentient team is undertaking in real data visualization.
      WATCH IT HERE 2023 09 15
    • GMG Artificial Intelligence Working Group Call | Inside the Artificial Intelligence Working Group

      Rob Johnston | Working Group Co-chair & Manager IS Solutions Delivery, CITIC Pacific Mining | The Artificial Intelligence Working Group aims to facilitate a greater understanding of AI and its applications in mining to enable companies to adopt AI solutions safely and effectively. In this presentation, Rob explores how the group is expanding its scope, explains areas of focus, and details current activities of the group. 
      WATCH IT HERE 2023 09 15
    • GMG Sustainability Working Group Call | Update on Holistic Energy Management Across the Mine Site Project

      Chih-Ting Lo, Co-chair, Sustainability Working Group Founder and Principal at EELO Solutions | The Holistic Energy Management Across the Mine Site project is the first in a suite of guidelines to leverage efforts across the global mining industry towards embedding new practices and technologies in our operations to meet zero emissions targets. In this presentation, Chih-Ting gives an explanation of the Guideline Suite for Operationalizing Net-Zero and introduces the Holistic Energy Management Across the Mine Site project. 
      WATCH IT HERE 2023 08 7
    • GMG Sustainability Working Group Call | Inside the Sustainability Working Group

      Chih-Ting Lo, Co-chair, Sustainability Working Group Founder and Principal at EELO Solutions | The Sustainability Working Group aims to develop resources and foster collaboration on operationalizing sustainability, which refers to the process of making sustainability practical, implemented, measurable, technically applied, and integrated throughout operations. In this presentation, Chih-Ting outlines the 3 focus areas of the group: Advancing Carbon Net Zero, Promoting Circularity in Resources, and Taking Nature-Positive Action. 
      WATCH IT HERE 2023 08 7
    • GMG Underground Mining Working Group Call | Inside the Underground Mining Working Group

      Russell Kennett, Manager Underground Technology, Oyo Tolgoi | The Underground Mining Working Group aims to identify and address common underground mining sector challenges and opportunities while considering the adaptability of the mine infrastructure and legacy technologies. Russell illustrates the current focus areas, including the implementation of innovative technology, operational effectiveness/excellence, and people's skills and capabilities. Additionally, he discusses the current underground mining publications.
      WATCH IT HERE 2023 06 14
    • GMG Underground Mining Working Group Call | Update on Time Usage Model for Underground Mining Project

      Gertjan Bekkers, VP, Mines Technical Services, Torex Gold | The objective of the Time Usage Model for Underground Mining project is to publish a time usage model for underground mining, covering recommendations for the consistent classification of common underground mining operational activities into standard time categories. Gertjan introduces the project, describes its scope, and identifies what's needed for people to get involved.
      WATCH IT HERE 2023 06 14
    • GMG Underground Mining Working Group Call | Update on Underground Communications Infrastructure Guideline Suite

      Russell Kennett, Manager Underground Technology, Oyo Tolgoi | The Underground Communications Infrastructure Guideline Suite addresses how new and existing communications infrastructure can be adapted and considered in underground mines. With new technologies now available, it was determined that a significant revision was required. Russell delves into the history of the guideline suite, what's changed since the original publication, and how participants can get involved. 
      WATCH IT HERE 2023 06 14
    • GMG Underground Mining Working Group Call | Update on Rethinking Mine Design in Underground Mining Project

      Ron Bose, GMG Working Group Co-lead and Principal Engineer, Glencore | Existing mines have been designed based on technology that has not fundamentally changed in years. With new technologies emerging to enable mining at greater depth and increase safety and productivity, the design of the mine has to be reconsidered for integration and optimization of these new technologies. Ron provides a background of the project and describes what the white paper will cover.
      WATCH IT HERE 2023 06 14
    • GMG Autonomous Mining Working Group Call | Update on System Safety for Autonomous Mining Project

      Carlos Viquez, Senior Functional Safety Engineer, Rio Tinto | The System Safety for Autonomous Mining guideline aims to provide guidance and best practices on applying a system safety approach to autonomous systems in mining. Carlos explains the content of the guideline and identifies opportunities for people to participate in the project. 
      WATCH IT HERE 2023 05 30
    • GMG Autonomous Mining Working Group Call | Update on ISO TC82 SC8 Project

      Alastair Mathias, Head of Mine Modernisation, Anglo American | The purpose of SC8 is to provide the international mining community and nations a formal global standards organizational structure with the focus and direction to address the automation and autonomous needs, priorities, and developments for global mining industry standards, with active collaboration of other mining stakeholders. Alastair discusses the purpose and scope of ISO TC82 SC8 in addition to explaining the benefits and goals of being a liaison organization. He also describes the next steps of the project.
      WATCH IT HERE 2023 05 30
    • GMG Autonomous Mining Working Group Call | Update on Small Vehicle Automation Project

      Andrew Scott, GMG Ambassador | The Small Vehicle Automation project discusses the requirements and considerations with the implementation of small autonomous equipment, along with potential options that can help stimulate collaboration to increase real efficiency and enable further development, implementation, and adoption. Andrew provides a high-level overview of the project and explains how those interested can get involved. 
      WATCH IT HERE 2023 05 30
    • GMG Autonomous Mining Working Group Call | Update on Implementation of Autonomous Systems Guideline – Version 2

      Chirag Sathe, Principal Autonomy, BHP | The Implementation of Autonomous Systems  - Version 2 guideline discusses the important factors related to implementing autonomous systems in mining using current industry practices and common terms of reference. Chirag provides key updates on the project, outlines some of the content, and identifies how those interested can get involved in the project.
      WATCH IT HERE 2023 05 30
    • GMG Autonomous Mining Working Group Call | Update on Designing for Zero Entry Mining Project

      Andrew Scott, GMG Ambassador | The Designing for Zero Entry Mining white paper will discuss some of the benefits and opportunities, along with other design considerations associated with zero entry mining and what it can enable for the industry. Andrew narrows in on some of the focus areas of the white paper, describes potential demonstrator topics, and explains how those interested can get involved in the project.
      WATCH IT HERE 2023 05 30
    • GMG Autonomous Mining Working Group Call | Inside the Autonomous Mining Working Group

      Chirag Sathe, Principal Autonomy, BHP | The Autonomous Mining Working Group is focused on assisting the industry with its ongoing digital transformation and helping operations achieve the benefits that autonomous systems can offer. Chirag explains in detail some of the focus areas of the group and summarizes the autonomous mining publications to-date.
      WATCH IT HERE 2023 05 30
    • GMG Workshop: Minerals Digital Solutions – Integrated Asset Management in Mining – 2022-09-12

      Fabio Rodrigues Pimenta is a Computer Aided Engineering Specialist at Siemens. Sunny Schoone is a Solution Developer and Product Manager at Siemens. Their presentation, "Minerals Digital Solutions - Integrated Asset Management in Mining" was given at GMG's Asset Management in the Digitalized Mine workshop on September 12th, 2022.
      WATCH IT HERE 2022 10 3
    • Presentation: In search of a business case – Atik Mine saved in 3 days – 2022-09-21

      Malin Nerpin is head of section Standards & Systems - Asset Management Technology at Boliden. Her presentation was given on September 21st 2022 at our Asset Management in the Digitalized Mine workshop.
      WATCH IT HERE 2022 09 30
    • Presentation: Making the Most of Investments – 2022-09-21

      David Peterson is a Predictive Maintenance specialist at Senseye. His presentation, "Making the Most of Investments - Using Existing Data to Power Predictive Maintenance" was given at our September 21, 2022 Asset Management in the Digitalized Mine GMG workshop.
      WATCH IT HERE 2022 09 30
    • Presentation: From Physical Phenomena to Failure Prediction – 2022-09-21

      Eduardo Ingegneri is Global Project Manager - Asset Performance Management in Mining at ABB. His presentation was given at our September 21st Asset Management in the Digitalized Mine workshop.
      WATCH IT HERE 2022 09 30
    • Webinar: Global Positioning Systems – by James Stockton, Mining and Metals ISAC (MM-ISAC)

      James Stockton, Director of Research, Mining and Metals Information Sharing Analysis Center (MM-ISAC)
      Watch it here 2022 07 18
    • GMG Webinar: Open Data Sets in Mining

      Rob Johnston​, Manager of Solutions Delivery - CITIC Pacific Mining​ | Michelle Levesque​, Engineering Technical Lead​ - Natural Resources Canada​ | Louis-Pierre Campeau​, Software and Data Science Engineering Manager - Newtrax​
      Watch it here 2022 06 21
    • GMG Partners Webinar Series: Amira Global – Collaboration for Impact

      Patricio Pastorelli, Amira Global's Head of Global Alliances
      Watch it here 2022 05 25
    • GMG Partners Webinar Series: OPC UA Mining – Enablement Through Collaboration

      Michael Clark, North American Director at OPC, Jörn Lehmann, Manager of Standardization at VDMA Mining and Andrew Scott, National Cluster Development Manager, METS Ignited
      Watch it here 2022 04 19
    • GMG Partners Webinar Series: Advancements of Mining Automation and Autonomy

      Tim Skinner, International Chair Of ISO TC82/SC8 Subcommittee of Advanced  Automated Mining Systems,President Smart Systems Group
      Watch it here 2022 03 22
    • GMG Webinar: Recommended Practices For BEV In Underground Mining

      Anders Lindkvist, Technology Developer at Epiroc; Maarten Van Koppen, Vice-President of Product Management at MacLean Engineering
      Watch it here 2022 03 22
    • GMG Partners Webinar Series: Mining Innovation Commercialization Accelerator Network

      Presenters: Charles Nyabeze, Vice-President of Business Development and Commercialization for the Centre for Excellence in Mining Innovation (CEMI) and the MICA Network; Douglas Morrison, President & CEO, Centre for Excellence in Mining Innovation (CEMI) and Network Director, MICA Network
      Watch it here 2022 02 7
    • GMG Panel: Current Priorities for Mineral Processing

      Panelists: Leonard Hill, Freeport-McMoRan Paul Shelley, Molycop Peter Amelunxen, Hudbay Minerals Manqiu Xu, Vale
      Watch it here 2021 03 1
    • GMG Event: Brute Force vs Two-mass Screening Technology

      Presenter: Derek Kerkera, Marking Director, Mining, General Kinematics
      Watch it here 2021 02 28
    • GMG Event: Real World Experience with Collision Awareness Systems

      Dave Fisk, Sales Director, Wabtec Digital Mine
      Watch it here 2021 02 23
    • GMG Event: Fatigue Monitoring and the Driver Safety System

      Sherill Stevens, Business Team Leader, Trucks and Productivity at Mildred Lake Mine, Syncrude
      Watch it here 2021 02 23
    • GMG Event: ICMM and Mining’s Journey to Zero Fatalities

      Presenter: Mark Holmes, Manager, Health & Safety, ICMM
      Watch it here 2021 02 23
    • GMG Event: Update on the activities of ISO TC 251 (Asset Management- 5500x)

      Dave Daines, Chair, ISO Standards Committee TC 251 -- Asset Management: Australian Mirror Committee MB-19 and Board Chair, Asset Management Council Australia
      Watch it here 2021 02 23
    • GMG Event: An Introduction and Overview of TSM

      Ben Chalmers, Senior Vice President, Mining Association Canada
      Watch it here 2021 02 23
    • GMG Event: Energy Trends Impacting Business

      Ron Miller, Director of Energy, Newmont
      Watch it here 2021 02 23
    • GMG Event: Unlocking mineral processing value with online process sensors

      Taylor McKertich, Industry Manager - Mining, Metals, Oil & Gas, Endress + Hauser
      Watch it here 2021 02 23
    • GMG Event: Vale Asset Management Portfolio

      Ely Barbosa, Enterprise Systems Architect, Vale
      Watch it here 2021 02 23
    • GMG Event: Why reliability and scalability are the key to scaling any underground mining operation

      Mark Palmer, General Manager Product Management & Marketing, MST Global
      Watch it here 2020 12 17
    • GMG Event: Girth Gear Asset Management Strategies

      William Quinn, Director of Engineering, Global PAM
      Watch it here 2020 12 16
    • GMG Event: Robotize the Robotization

      Peter Burman, Program Manager Mine Automation, Boliden
      Watch it here 2020 12 16
    • GMG Panel: Developing Guidance For Metal Accounting and Sampling

      Kim Esbensen, Adjunct Prof. Aalborg University (AAU), Denmark. | Dominique Francois-Bongarcon, Key Principal, AGORATEK Intl Consultants Inc. | Oscar Dominguez, Quality Control, BHP | Richard Minnitt, Visiting Emeritus, School of Mining Engineering, University of the Witwatersrand.
      Watch it here 2020 12 11
    • GMG Event: GMG Asset Management Working Group

      Zoltan Lukacs, Asset Management Working Group Lead, GMG; Advisor, Asset Optimization
      Watch it here 2020 12 11
    • GMG Event: Iamgold Essakane Mine PV235 Remote/Auto-Drill Project

      Zhi Jun Zhu, Autonomous System Engineer, Iamgold
      Watch it here 2020 12 10
    • GMG Event: Autonomous Technology Indirect Benefits – An Environment, Safety and Governance Approach

      Gabriel Guieiro, Master Engineer, Vale
      Watch it here 2020 12 4
    • GMG Event: The Path to Open and Interoperable ecosystem in Mining

      Bibhrajit Halder, Founder & CEO, SafeAI
      Watch it here 2020 12 4
    • GMG Event: Autonomous Haulage: From Engineering to Reality

      Jose Luis Troncoso Technical Manager - Mine Automation & Innovation, Tellus Mining
      Watch it here 2020 12 1
    • GMG Event: Advanced Analytics in Mining Industry; Opportunities and Challenges

      Ali Soofastaei, AI Global Project Leader, Vale
      Watch it here 2020 12 1
    • GMG Event: AI-enabled predictive maintenance for mobile equipment

      Kevin Urbanski, Co-Founder & CTO, Rithmik Solutions
      Watch it here 2020 11 30
    • GMG Event: What can AI do?

      Javen Shi, Professor, Australian Institute for Machine Learning - University of Adelaide
      Watch it here 2020 11 25
    • GMG Event: The Digital Mine – Analytics, AI and Digital Twins for Mining Operations

      Martin Provencher, Industry Principal, OSIsoft
      Watch it here 2020 11 16
    • GMG Partner: COSMOS – Stochastic Mine Planning Laboratory

      Ashish Kumar, Research Assistant, McGill University Roussos Dimitrakopoulos, Professor, McGill University
      Watch it here 2020 11 12
    • GMG Event: SAG mill optimisation by measuring inside the mill

      Paul Shelley, Global Vice President - Innovation, Molycop
      Watch it here 2020 11 4
    • GMG Event: Mineral processing developments from the Sustainable Minerals Institute

      Neville Plint, Director - Sustainable Minerals Institute, University of Queensland
      Watch it here 2020 11 4
    • GMG Event: Levering advanced process control with machine learning for SMARTMINING

      Rodrigo Andai, Global Mining Leader, Honeywell
      Watch it here 2020 11 2
    • GMG Event: Digital Acceleration of Sustainable Mining: Long Term Trends and Short Term Actions

      Sonia Van Ballaert, Global Client Director & Sustainability Leader for Chemicals, Petroleum, & Industrial, IBM
      Watch it here 2020 10 23
    • GMG Event: How Epiroc is integrating sustainability

      Anders Hedqvist, VP Research & Development, Epiroc | Camilla Goldbeck-Lowe, VP Corporate Responsibility, Epiroc
      Watch it here 2020 10 21
    • GMG Event: Making Better Use of Data to Drive Operational Efficiency in Today’s Remote Reality

      Mike Brown, EVP - Technology & Innovation, SMS Equipment | Allyson Hawley, Reliability Engineer - Asset Health Lead, Teck Resources
      Watch it here 2020 10 15
    • GMG Event: Desired Future State of Data Management

      Mark Sombach, Manager - Digital Technology, Syncrude
      Watch it here 2020 10 14
    • GMG Panel: Business Case for BEVs

      Ron Miller, Director – Asset Management & Energy, Newmont | James Coe, Chief Engineer ‑ LHD NPD, Komatsu | Steve Holmik, Mobile Equipment Specialist, Sudbury Integrated Nickel Operations - A Glencore Company
      Watch it here 2020 10 12
    • GMG Event: Onwards and Upwards

      Maarten Van Koppen, Product Manager - Mine Operations, Maclean Engineering
      Watch it here 2020 10 8
    • GMG Event: Know Who’s Talking in The Mine

      Roland Plett, TSA Energy and Mining, Cisco
      Watch it here 2020 10 7
    • GMG Event: MM-ISAC Industry Threat Report

      Rob Labbe, Chair, MM-ISAC | Cherie Burgett, Operations Director, MM-ISAC
      Watch it here 2020 10 6
    • GMG Event: Cyber Security Process Hazard Analysis

      Farah Kaboodanian, Global Control and Automation Director, Hatch
      Watch it here 2020 10 5
    • GMG Event: Lessons Learned: Implementing a cyber security training and awareness program

      Ian Lee, Manager - IT Security, Compliance & Enterprise Architecture, Hudbay
      Watch it here 2020 09 25
    • GMG Project: Implementation of Artificial Intelligence in Mining

      Mark O'Brien, Manager of Digital Transformation, CITIC Pacific Mining; Leader, GMG Artificial Intelligence Working Group
      Watch it here 2020 09 3
    • GMG Event: Proposed Centre for AI in Resources

      Adrian Pearce, School of Computing and Information Systems, The University of Melbourne
      Watch it here 2020 09 3
    • GMG Event: Digitalization for the Mining Industry

      Jeethan Tellis, Solutions Consultant, SIEMENS
      Watch it here 2020 09 2
    • GMG Evento: Perforación Autónoma en Minera Los Pelambres, un paso en la dirección correcta

      Edgardo Pabst Chimenti, Jefe de Perforación Autónoma, Minera Los Pelambres
      Watch it here 2020 08 31
    • GMG Evento: Hub de Innovación Minera del Perú

      Ignacio Agramunt, Chief Innovation Officer, Buenaventura
      Watch it here 2020 08 28
    • El rol de GMG en la colaboración industrial y proyectos

      Ricardo Aguilera, Director - Customer Engagement, RPM Global; Co-representante de GMG para Latino América
      Watch it here 2020 08 27
    • GMG Event: How engineers and geologists are using digital twin technology

      Penny Stewart, CEO, PERTA
      Watch it here 2020 08 26
    • GMG Event: Digital Twin Innovation in the Mining Industry

      Lisa Seacat DeLuca, Distinguished Engineer, Director & Inventor, IBM
      Watch it here 2020 08 25
    • GMG Project: Electric Mine Operational Knowledge Sharing Platform

      Alex Mulloy, Vale Base Metals Technology & Innovation, Green Energy Vehicle Program
      Watch it here 2020 08 24
    • GMG Project: Implementation of Artificial Intelligence in Mining

      Watch it here 2020 08 13
    • GMG Project: Open Data Sets for Artificial Intelligence in Mining

      Watch it here 2020 08 13
    • GMG Knowledge Share: Uncertainty Management Strategies for Industrial Applications

      Danielle Zyngier, Global Practice Lead - Data Science and Optimization, Hatch
      Watch it here 2020 08 13
    • Preucações e medidas de segurança em relação ao corona vírus na indústria mineral Brasileira

      Paulo André Andrade Martins, Sênior Mining Engineer, CMOC
      Watch it here 2020 07 30
    • Projetos Atuais e Futuros do GMG e Quais Benefícios Trazem ao Setor

      Ricardo Aguilera, Gerente de Soluções Corporativas, RPM Global e Co-Representante GMG para a América Latina
      Watch it here 2020 07 29
    • GMG Knowledge Share: Lithium battery thermal runaway pressure in sealed enclosures

      Thomas Dubaniewicz, General Engineer, NIOSH
      Watch it here 2020 07 28
    • Colaboração do Setor de Mineração e Facilitador do GMG

      Helius Guimaraes, Líder de Transformação Digital, Alcoa e ex-Presidente do GMG
      Watch it here 2020 07 28
    • GMG Project: Battery Electric Vehicles in Mining Version 3

      Paul Summers, Lead Developer, Electric Drive Systems at Miller Technology
      Watch it here 2020 07 23
    • GMG Workshop: The Changing Nature of Work: Innovation, Automation & Canada’s Mining Workforce

      Erin Mills, Director of Research, Mining Industry Human Resources Council | Jamie Woolcott, Chief Economist, Mining Industry Human Resources Council
      Watch it here 2020 07 22
    • GMG Workshop: Gender is a discussion topic not a roadblock. Owning your own career path

      Veronica Turner, Latin America Leader for Plant and Personnel Safety, Honeywell
      Watch it here 2020 07 14
    • Knowledge Share: Robotics Employment Opportunities

      Presenter: Dr. Elliot Duff, Robotics Research Portfolio Manager at CSIRO
      Watch it here 2020 07 9
    • GMG Workshop: Decarbonizing the Materials Industry

      Thomas Koch Blank, Senior Vice Principal, RMI
      Watch it here 2020 06 25
    • GMG Workshop: Teck’s Climate Change Strategy and Pathway to Decarbonization

      Chris Adachi, Sustainability and Climate Change Manager, Teck Resources
      Watch it here 2020 06 24
    • GMG Workshop: What Will Influence Your Next Cyber Strategy?

      Mark Wallace, Manager - Cybersecurity, Architecture & Portfolio Fortescue Metals Group (FMG)
      Watch it here 2020 06 24
    • GMG Workshop: Learnings from Staging Petabytes of Data for Analysis in AWS

      Joe Flasher, Open Geospatial Data Lead, Amazon Web Services
      Watch it here 2020 06 15
    • Mining Association of Canada (MAC) Guidance on Climate Change

      Sean Capstick, P.Eng. Principal and leader of Golder’s knowledge sharing Technical Community on Sustainability and Climate Change
      Watch it here 2020 06 9
    • Webinar recording: Value and Opportunities of IoT and Location Interoperability

      Presenter: Steve Liang, Founder and CTO, SensorUp
      Watch it here 2020 06 9
    • Webinar Recording: Data Exchange – OPC UA a Common Language for Mining

      Presenter: Tobias Hartmann, Jörn Lehmann and Fiona Mavroudis – VDMA
      Watch it here 2020 05 10
    • Online Event Recording: COVID-19 – Finding a Safe Path to Sustainable Operational Stability… and Beyond

      Presenter: Anders Fredholm, David Dickson and David Haake, IBM
      Watch it here 2020 04 28
    • Online Event Recording: Digitalization of Mining – an African Case Study

      Presenter: David Osborn, Managing Director for Dassault Systemès South Africa
      Watch it here 2020 04 28
    • Workshop Recording: From Idea to Product | The Application of AI Algorithms in Mining

      Presenter: Louis-Pierre Campeau - Team Leader, AI at Newtrax
      Watch it here 2020 04 23
    • Workshop Recording: Developing Open Data Sets for AI in Mining

      Presenter: Rob Johnston - Project Manager at CITIC Pacific Mining
      Watch it here 2020 04 23
    • Accelerating the Pace of Autonomy to Transform Mining | Global Mining Guidelines Group

      Bibhrajit Halder, Founder & CEO, SafeAI
      Watch it here 2020 04 23
    • Change Management: Key Challenges | Global Mining Guidelines Group

      James Cleverley, Global Product Manager – Geosciences, IMDEX
      Watch it here 2020 04 1
    • Situational awareness of workforce and equipment at the mine site | Global Mining Guidelines Group

      Mikael Nyström, CEO, Mobilaris Group
      Watch it here 2020 04 1
    • How to manage transformation into a modern mining company? | Global Mining Guidelines Group

      Katie Hulmes, General Manager - Transformation and Readiness, OZ Minerals
      Watch it here 2020 04 1
    • What is the future of mining? How do we successfully and safely combine human and machine?

      Liv Carroll, Senior Principal - Applied Intelligence & Mining Transformation, Accenture
      Watch it here 2020 04 1
    • GMG Webinar: Foundations of Artificial Intelligence in Mining

      Rob Johnston, Project Manager, CITIC Pacific Mining
      Watch it here 2020 03 5
    • Webinar Recording: Foundations of AI in Mining

      Presenter: Rob Johnston, Project Manager at CITIC Pacific Mining
      Watch it here 2020 02 13
    • Webinar Recording: Global Tailings Review

      Tom Butler, CEO, ICMM
      Watch it here 2019 12 11
    • Webinar Recording: Interoperability Strategy

      Presenter: Andrew Scott, Symbiotic Innovations and GMG Vice-Chair Working Groups
      Watch it here 2019 11 14
  • Member Reports

    Reports from over the years on GMG activities as a whole.
  • Member Publications

    Member publications are publications shared by members of the GMG community to provide education, knowledge, experience, and examples for the benefit of the broader industry.
    • Scalable Adaptable Mining Challenge White Paper

      Publication provided by OZ Minerals
      READ IT HERE 2022 12 8
    • Hydrogen Hypothesis Challenge White Paper

      Publication provided by OZ Minerals
      READ IT HERE 2022 12 8
    • Ingenious Extraction Challenge White Paper

      Publication provided by OZ Minerals
      READ IT HERE 2022 12 8
  • Partner Publications

    Publications produced by GMG partner organizations or in partnership with other organizations.
    • Advancing Employee Engagement in Mining

      Insights from the 2019 MECA Symposium
      Read it here 2020 05 13
    • Pilot Test Guidelines for Wireless Networks for Open Pit Mining

      Guideline by Interop
      Read it here 2019 09 9
    • Wireless Communication Guidelines for Open Pit Mining

      Guideline by Interop
      Read it here 2019 04 9
  • Other

    Other types of output such as technical outputs.
  • Archived Publications

    These publications are no longer considered up to date but can be relevant references and captures of past work.
    • COVID-19 Response & Return to Work Portal

      Read it here 2020 08 18
    • Interoperability Alignment Report

      Read it here 2019 08 12
    • Underground Working Group Stakeholder Survey Results Report

      Read it here 2013 11 9
    • From theory to practice: Designing for situation awareness to transform shovel operator interfaces, reduce costs, and increase safety

      This paper first appeared in CIM Journal Vol. 4 No. 4. Visit cim.org (https://www.cim.org/library/cim-technical-paper-library) to search the entire archive of CIM Journal.
      Read it here 2013 01 9
    • MSGC Shovel Project Final Report

      Read it here 2012 12 31
    • SMART Shovel Project Overview

      Read it here 2012 11 9
    • Mobile Mining Equipment Telemetry Survey Report

      Read it here 2012 11 9
    • SMART Mobile Equipment Telemetry Survey

      Read it here 2012 04 9
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