Bioprocess Feeding Control & Fed-Batch Calculator
1Organism Preset
2Kinetic Parameters
µ_set (h⁻¹) ?
µ_max (h⁻¹) ?
Y_xs (g_dcw/g_sub) ?
m_s (g/g/h) ?
Initial Conditions
X₀ (g/L) ?
V₀ (L) ?
S_f (g/L) ?
Feed Duration (h)
Time Step (h)
3Feeding Strategy
3Summary
3Feed Rate Profile
3Predicted Biomass & Volume
3Feeding Schedule
4Compare Strategies
Select 2 or more strategies to overlay them on the same Feed Rate & Biomass charts. The current Step 3 strategy is shown for reference but doesn't need to be selected.
5Fit µ from Live Data
Paste two columns from your run log: time (h) and biomass (g/L) or OD600. Tab, comma, or space separated. Header row optional. The tool fits ln(X) vs t by OLS (log-phase points) and reports the observed µ and doubling time. Click Apply to push the fitted µ to the Kinetic Parameters and re-run the prediction.
6Recommend Optimal Strategy
Inverse mode: enter your target final biomass and lab constraints, and the tool solves for the µset and feed duration that hit the target while staying within the limits.
Target Xf (g/L)
Max Vf (L)
Max OUR (mmol O₂ / L / h) ?
Safety µset / µmax

Related Articles

Fed-Batch Feeding Strategies
The master guide — exponential, linear, constant, DO-stat, pH-stat, step-wise, Pichia methanol — when each one wins.
Specific Growth Rate (µ)
What µ means, how to measure it from OD600, and why µset = 60–80% of µmax avoids overflow.
Batch vs Fed-Batch vs Perfusion
When to pick each bioreactor mode — productivity, complexity, scale, and CapEx trade-offs.
Acetate Overflow in E. coli
Why exceeding µ_critical produces acetate, how it kills recombinant protein yield, and how to design feed to suppress it.
Pichia Methanol Induction
3-phase glycerol → transition → methanol ramp protocol for AOX1 induction without methanol toxicity.
Lactate Accumulation in CHO
Causes, prevention, and the lactate-to-consumption metabolic shift in fed-batch CHO culture.
Bioreactor Aeration & Scale-Up
How OUR scales with µ × X, kLa requirements at higher cell density, and when to switch to oxygen enrichment.
Yield Coefficients (Y_xs, Y_xo, Y_ps)
Reference values by organism + substrate — the Y_xs you plug into the calculator and what it actually represents.
Doubling Time Reference
Typical t_d ranges by organism + condition — the µ ↔ t_d conversion table that makes the Live Data Fit number readable.
CHO Troubleshooting Guide
When fed-batch CHO underperforms — diagnostics for slow growth, low VCD, glucose drift, and HCP spikes.
DOE for Bioprocess Optimization
How to design a structured set of fed-batch runs to optimise µ_set, induction OD, and feed concentration together.

Frequently Asked Questions

How do I calculate the exponential feed rate for fed-batch fermentation?

The exponential feed rate is calculated as F(t) = (μ_set / Y_xs) × (X₀ × V₀ / S_f) × e^(μ_set × t), where μ_set is your desired specific growth rate, Y_xs is the biomass yield on substrate, X₀ is initial biomass, V₀ is initial volume, and S_f is the feed substrate concentration. This calculator implements this exact formula and generates a time-resolved feed schedule. The key principle is that the feed rate must increase exponentially to match exponential cell growth while maintaining substrate at growth-limiting (not growth-inhibiting) concentrations. Start with μ_set at 60-80% of μ_max to avoid overflow metabolism in E. coli.

What is the Monod equation and how does it relate to feeding strategy?

The Monod equation describes microbial growth rate as a function of substrate concentration: μ = μ_max × S / (K_s + S). In fed-batch fermentation, the feeding strategy directly controls substrate concentration S, and therefore the growth rate. When S >> K_s, growth is at μ_max; when S is near K_s, growth is substrate-limited. Fed-batch feeding exploits this relationship by maintaining S just above K_s, keeping cells growing at a controlled sub-maximal rate. This prevents acetate overflow in E. coli (which occurs above the critical μ of ~0.3 h⁻¹) and Crabtree effects in yeast, while ensuring cells are not starved.

How do I choose between exponential, linear, and constant feeding?

Use exponential feeding when you want to maintain a constant specific growth rate throughout the fed-batch phase -- this is the gold standard for recombinant protein production in E. coli and gives the most predictable biomass accumulation. Linear feeding provides a simple alternative that gradually becomes growth-limiting as biomass increases, naturally decelerating growth without complex pump programming. Constant feeding is the simplest approach and works well for low-density cultures or when your pump cannot be programmed, but leads to feast-famine cycles. For CHO cultures, constant or step-wise bolus feeding is common. For Pichia methanol induction, a stepped ramp is standard to avoid methanol toxicity.

What feed concentration should I use for E. coli fed-batch?

For E. coli fed-batch, a glucose feed concentration of 500-700 g/L (50-70% w/v) is standard for high-cell-density cultivation. This minimises dilution of the culture while providing sufficient carbon source. The practical upper limit is around 700 g/L due to glucose solubility and viscosity at room temperature. At these concentrations, the feed also typically contains MgSO4 (typically 5-20 g/L) and trace elements to prevent mineral limitation at high cell densities. This calculator uses organism-specific presets with these standard concentrations. For defined media processes, ensure your feed is supplemented with any amino acids or vitamins that may become limiting above 50 g/L DCW.

Where can I find a feeding calculation spreadsheet for fed-batch fermentation?

This calculator replaces the need for a custom Excel spreadsheet. It generates a complete time-resolved feed schedule with pump flow rates that you can export as a CSV file and import into your bioreactor control software or print as a bench reference. Unlike static spreadsheets, it supports seven different feeding strategies (exponential, linear, constant, DO-stat, pH-stat, step-wise, and Pichia methanol induction), includes organism-specific presets for E. coli, CHO, Pichia, yeast, and Bacillus, and recalculates instantly when you change parameters. The exported CSV includes timestamps, cumulative feed volume, instantaneous flow rate, and estimated biomass at each time point.

How do I calculate substrate feed rate from specific growth rate and yield coefficient?

The substrate feed rate F (in L/h) is derived from a mass balance: F = (μ/Y_xs + m_s) × X × V / S_f, where μ is the desired specific growth rate (h⁻¹), Y_xs is the biomass yield on substrate (g biomass/g substrate), m_s is the maintenance coefficient (g substrate/g biomass/h), X is biomass concentration (g/L), V is culture volume (L), and S_f is the feed substrate concentration (g/L). The maintenance term m_s is often small relative to μ/Y_xs and can be neglected for fast-growing cultures. This calculator uses this mass-balance approach with literature values for Y_xs and m_s for each organism preset. Typical Y_xs for E. coli on glucose is 0.4-0.5 g/g.