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Tuning simulation models in Molycop Tools: Improving predictive accuracy and confidence

Join Rodrigo Muranda for this Molycop Insights webinar recording to find out how to tune simulators within the Molycop Tools environment and validate the predictive quality of models using real plant data. The webinar will focus on practical approaches to improve confidence in simulations and support better operational decisions.

Recording

Available

Where

Global

Language

Spanish

Topics covered

The role of simulation in modern comminution optimisation.
Model calibration and tuning within the Molycop Tools environment.
Data quality, consistency and relevance for effective model tuning.
Validation techniques using operational and historical plant data.
Interpreting model confidence, limitations and uncertainty.
Using tuned models for scenario analysis and what‑if studies.

Synopsis

In this Molycop Insights webinar, Rodrigo Muranda, Global Leader – Mineral Processing Modelling at Molycop, demonstrates how to tune simulation models within the Molycop Tools environment to improve predictive accuracy and build confidence in model outputs.

Simulation models are powerful decision-support tools, but their value depends on how closely they reflect real plant behaviour. This session focuses on practical, real-world approaches to calibrating model inputs, aligning simulations with operational realities and validating predictive performance using plant data.

What you’ll learn

Why simulator tuning is critical to model credibility and confident decision-making.
The key inputs, assumptions and parameters that most influence model predictions.
How to align simulation outputs with real operating data and plant constraints.
Practical techniques for validating predictive accuracy using historical and live data.
Common pitfalls in model calibration—and how to avoid them.
How tuned and validated models support better operational, planning and optimisation outcomes.

Presenters

Presenter

Rodrigo Muranda

Global Leader Mineral Processing Modelling

Rodrigo Muranda is a recognised leader in mineral processing modelling and the co-inventor of Molycop Tools. With extensive expertise in comminution, flotation and advanced digital solutions, Rodrigo has played a pivotal role in developing innovative strategies that combine deep process knowledge with data-driven insights. His work continues to help mining operations worldwide improve efficiency, reliability, and decision-making.

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