Solutions
Autonomous Flotation
Recovery you can see — froth vision and neural cell control
Interactive plant schematic
Explore the flowsheet — click a highlighted area to open its technology page.
Technologies
Froth Vision Analytics
Turns froth condition into a measured variable — cameras continuously quantify bubble size, velocity and stability, so control acts on froth health immediately instead of waiting for assays.
Learn more →Neural Cell Supervisor Control
Lifts the recovery conservative operation leaves on the table — a three-layer supervisor fuses froth vision with process signals to optimise cells in real time, within all plant limits.
Learn more →Grade & Recovery Soft Sensor
Optimises what the operation is actually paid for — a neural soft sensor predicts concentrate grade and recovery in real time, replacing proxy signals in closed-loop control.
Learn more →Reagent & Reinforcement-Learning Optimisation
Improves dosing decisions and upset recovery over time — machine-learning reagent recommendations plus a reinforcement-learning policy that applies proven recovery recipes, with the optimiser tuned offline.
Learn more →Flotation Circuit Optimisation
Protects recovery under variable mineralogy — a whole-of-circuit predictive model coordinates rougher, scavenger and cleaner stages, recommending and adjusting operating variables in real time.
Learn more →Autonomous Mine Intelligence
A plant-level optimiser for Flotation
Your operators shouldn’t have to trial-and-error the plant to its sweet spot. Above the flotation control loops, a governed Layer-3 process supervisor continuously moves the plant’s high-level setpoints — searching for better operating points while a Layer-2 neural model-predictive layer models the process response. It runs in closed loop within operator-approved boundaries, measures what actually happened, and learns which moves improve performance.
Setpoints it moves
- Air & pulp-level setpoints
- Reagent (collector / frother) dosing
- Cell & bank targets
- Concentrate-flow targets
Optimisation objectives
- Maximise recovery at target grade
- Stabilise froth & avoid collapse
- Optimise reagent cost
- Coordinate the full cell bank