Mining professionals from across Canada recently gathered in Vancouver for a Molycop Masterclass focused on SAG Grinding Operational Analysis, delivering practical insights, technical expertise, and collaborative learning designed to improve grinding circuit performance and operational outcomes.
Key Facts
- Mining engineers, metallurgists, and plant operators participated in a Molycop Masterclass in Vancouver.
- The program focused on SAG Grinding Operational Analysis and practical performance improvement strategies.
- Participants explored throughput optimisation, charge management, liner performance, process analytics, modelling, and simulation.
Building Capability Through Practical Learning
The Molycop Masterclass was designed to bridge the gap between theoretical knowledge and real-world application, providing participants with practical tools and methodologies they can immediately apply within their operations.Using industrial case studies, operational data, simulation tools, and practical examples, attendees examined how grinding circuits behave under real operating conditions and explored approaches to improving performance, throughput, and overall circuit stability.
According to Masterclass facilitator Levi Guzman, the program focuses on helping professionals translate technical concepts into operational results. Levi Guzman said:
There are many ways to access theoretical information today, but operational teams also need support to understand how that knowledge applies in real plant environments. Molycop Masterclasses are built around real-world challenges. We use industrial case studies, operational data, simulation tools and practical examples that help participants connect theory with day-to-day decision-making.
Understanding the Drivers of SAG Mill Performance
SAG grinding circuits play a central role in concentrator productivity and are often among the most significant contributors to plant performance. Small changes in operating conditions can have a measurable impact on throughput, energy efficiency, and operational stability.Throughout the Masterclass, participants explored the critical relationships between circuit variables and learned structured approaches to analysing and optimising grinding performance.
Topics covered included throughput optimisation, charge management, liner performance, process analytics, modelling, and simulation, all examined through the context of real operational scenarios faced by modern mining operations.
As Guzman explained:
SAG mills are often at the heart of plant performance. Small changes in operating conditions can have a significant impact on throughput, efficiency and stability. The purpose of the Masterclass is to help participants better understand those interactions and develop structured approaches to analysing and optimising circuit performance.
By analysing operational data and reviewing industry case studies, attendees gained practical insights into identifying improvement opportunities while developing a deeper understanding of grinding circuit behaviour.
Creating an Interactive Learning Environment
Beyond technical content, the Masterclass was designed to foster discussion, collaboration, and knowledge sharing among industry professionals facing similar operational challenges.To maximise engagement, attendance was intentionally limited, allowing participants to interact directly with Molycop's technical experts and exchange experiences with peers from across the industry.
The small-group format created an environment where attendees could openly discuss throughput limitations, ore variability, circuit instability, and other common operational challenges while exploring potential solutions together. Levi said:
The small-group format creates a much better learning environment. People are often dealing with similar challenges, whether that's throughput limitations, ore variability or circuit instability. By sharing experiences and discussing real situations, participants learn from each other as well as from the instructors.
Supporting Customers Through Technical Partnership
At the heart of the Masterclass program is Molycop's commitment to being more than a supplier by acting as a trusted technical partner to customers.According to Carl Marineau, the value of the program extends well beyond the delivery of technical presentations. Carl Marineau said:
We're excited to bring the Molycop Masterclass Series back to Canada because it gives us the opportunity to connect directly with customers and provide practical learning experiences that can have an immediate impact on site. This isn't just about delivering a presentation. It's about creating an environment where people can learn, ask questions, share experiences and leave with solutions they can apply.
By helping mining professionals strengthen their understanding of grinding circuits and operational analysis, Molycop continues to support customers in building internal capability, improving performance, and making better-informed operational decisions.
Advancing Industry Knowledge Through Collaboration
In addition to the classroom sessions, the Masterclass provided valuable networking opportunities and encouraged participants to exchange ideas, experiences, and best practices with fellow industry professionals.The success of the Vancouver event reflected the collective efforts of presenters, organisers, technical specialists, and attendees, all contributing to an environment focused on continuous improvement and operational excellence.
Events such as the Molycop Masterclass demonstrate the value of bringing industry professionals together to share knowledge, explore challenges, and develop practical solutions that support sustainable performance improvements.
As Carl reflected:
For me, success is when someone returns to site and applies something they learned during the Masterclass to improve performance. Whether that's increasing throughput, reducing variability, improving energy efficiency or gaining a new perspective on a challenge, that's where the value lies.
By combining technical expertise, practical application, and industry collaboration, the Molycop Masterclass continues to help mining professionals build capability, improve performance, and unlock new opportunities for success.
