
Understand first-order flotation kinetics and rate constants
Interpret recovery–time curves and residence time effects
Apply kinetic models to improve circuit efficiency
Analyze collector–graphite surface interactions
Understand pH impact on adsorption and selectivity
Optimize reagent strategies for stability and recovery
Distinguish true flotation from entrainment
Control water recovery and fine gangue carryover
Improve concentrate grade through froth management
Interpret automated mineralogy data (MLA/QEMSCAN)
Assess liberation vs locked particle behavior
Link mineralogy to flotation performance
Evaluate specific energy consumption (kWh/t)
Optimize mill load, media size, and circulating load
Reduce over-grinding while protecting flake size
Understand slime coating and fine recovery limits
Apply dispersant and desliming strategies
Balance recovery vs concentrate contamination
Understand 99.95% carbon requirements
Compare chemical vs thermal purification routes
Control impurities affecting anode performance
Understand shaping and micronization fundamentals
Manage yield losses and PSD control
Link flotation quality to downstream performance
Understand carbon coating purpose
Evaluate conductivity enhancement methods
Connect material quality to battery performance
Use online analyzers and froth imaging systems
Perform mass balance and metallurgical accounting
Interpret plant data for decision-making
Identify throughput constraints
Apply recovery–grade optimization models
Balance production targets with plant limits
Apply control charts for recovery and grade
Reduce variability using root cause analysis
Use KPIs for predictive maintenance
Diagnose multi-factor performance losses
Analyze feed mineralogy and water chemistry changes
Apply structured diagnostic flow models
Respond to systemic equipment failures
Execute emergency metallurgical strategies
Optimize shutdown and restart procedures
Manage trade-off decisions strategically
Align production with market requirements
Evaluate economic impact of process changes
Strengthen advanced technical competencies
Improve decision-making under uncertainty
Develop reporting and supervisory skills
Understand graphite’s critical mineral status
Analyze China–Western supply dynamics
Integrate ESG compliance into operations
Prepare for written and practical assessments
Defend optimization case studies
Achieve CGFO Level II certification readiness
**This course contains the use of artificial intelligence.**
This advanced program is designed for professionals who are ready to move beyond foundational flotation operations and step into high-impact process optimization and technical leadership roles.
CGFO Volume 2 explores advanced flotation kinetics, interfacial and surface chemistry, grinding optimization strategies, slimes management, and data-driven circuit improvement. You will develop a deeper understanding of how mineralogy, reagent chemistry, and particle size distribution interact to influence recovery, grade, and selectivity. The course introduces practical recovery modeling techniques, Statistical Process Control (SPC), and structured bottleneck analysis to help you diagnose instability, reduce variability, and drive measurable plant performance improvements.
A key focus of this program is connecting upstream flotation performance with downstream battery-grade requirements. You will gain insight into purification processes, spheroidization fundamentals, and anode material performance parameters. This integrated approach ensures you understand how operational decisions at the flotation stage directly impact product quality, compliance, and commercial value in advanced material markets.
Through complex case studies and plant-wide failure simulations, you will strengthen your analytical thinking, improve root-cause diagnosis skills, and build confidence in making high-stakes operational decisions under real-world pressure.
By the end of this course, you will be prepared to operate at a process specialist level, contribute strategically to plant optimization initiatives, and pursue CGFO Level II certification with clarity and confidence.