Colloidal stability assessment skill for evaluating nanoparticle dispersion stability through zeta potential, aggregation kinetics, and shelf-life prediction
The Colloidal Stability Analyzer skill provides comprehensive assessment of nanoparticle dispersion stability, enabling prediction of aggregation behavior, shelf-life estimation, and optimization of stabilization strategies through DLVO theory and experimental validation.
Zeta Potential Analysis
DLVO Theory Application
Shelf-Life Prediction
{
"nanoparticle_type": "string",
"size": "number (nm)",
"surface_chemistry": "string",
"dispersion_medium": "string",
"pH_range": {"min": "number", "max": "number"},
"ionic_strength": "number (mM)"
}
{
"zeta_potential": "number (mV)",
"stability_classification": "stable|marginally_stable|unstable",
"aggregation_rate": "number (nm/day)",
"predicted_shelf_life": "number (days)",
"optimization_recommendations": ["string"]
}