EXPERIMENTAL DATA & PRESETS
INPUT
Industrial Host Preset
Kinetic Model Formulation
Time (h), Optical Density (OD₆₀₀)
11 points
MICROBIAL GROWTH DYNAMICS & FITTED TRAJECTORY
CANVAS VISUALIZER
FERMENTATION HANDOFF ➔ STEP 3
Calculated maximum growth rate μ_max = 0.58 h⁻¹ and lag phase λ = 2.15 h ready to feed into Multi-Model Kinetic Parameter Fitting (Step 3) to resolve half-saturation $K_s$ and substrate inhibition $K_i$.
Calculated maximum growth rate μ_max = 0.58 h⁻¹ and lag phase λ = 2.15 h ready to feed into Multi-Model Kinetic Parameter Fitting (Step 3) to resolve half-saturation $K_s$ and substrate inhibition $K_i$.
GROWTH PHASE DIAGNOSTICS
METRICS
Carrying Capacity (A / OD_max)
6.95 OD
Stationary phase plateau asymptote
Exponential Phase Window
4.0 h ➔ 12.0 h
Duration: 8.0 hours of uninhibited growth
Specific Division Rate (k)
0.84 gen/h
Generations per hour ($k = \mu / \ln 2$)
Total Biomass Accumulation
86.3× Fold
6.43 net population doublings
Max Acceleration Point (t_infl)
7.85 h
Inflection point of maximum slope