3D Twin

Batch Analytics Dashboard

v2.3.1

Bioprocess Telemetry • Ing. Juan José Álvarez Morales

Bioprocess Batch Analytics & Results Dashboard

v2.3.1

High-resolution time-course telemetry, yield calculations, stoichiometric verification, and respirometry.

Organism: Escherichia coli BL21(DE3) Vessel: 20 L STR (Rushton) Simulated: 36.00 h (Day 1.5) Axenic (100.0%) 144 snapshots
BIOMASS FORMED (ΔX)
+13.40 g/L
Final: 14.20 g/L (284.0 g)
μ_max: 0.65 h⁻¹
Doubling t_d: 1.07 h
BIOMASS YIELD (Y_X/S)
0.450 g/g
Consumed: 29.8 g/L
Conversion: 85.1%
Y_X/N: 5.50 g/g
PRODUCTIVITY (Q_P)
0.245 g/L/h
Product: 8.82 g/L
Y_P/S: 0.296 g/g
Harvest: 176.4 g
CARBON CLOSURE
100.0%
C-In: 11.9 g C/L
Fixed: 10.4 g C/L
CO₂: 1.5 g C/L
MEAN TRANSFER (kLa)
142.5 h⁻¹
Min DO: 28.4%
Total OUR: 184.2 mmol/L
Hypoxia: 0.00 h
CULTURE PURITY
100.0%
Status: Axenic Culture
Min Purity: 100.0%
Osmolarity: 310 mOsm
Biomass, Substrate & Product Dynamics
X S N P
Growth Phase Segments:
Dissolved Oxygen, OUR & Mass Transfer Profile
DO (%) OUR kLa
Specific Kinetic Rates (μ, q_S, q_P)
μ (h⁻¹) q_S q_P
Culture Purity, Osmolarity & Environment
Purity (%) Temp (°C) pH mOsm

Bioprocess Stoichiometric & Kinetic Verification

GMP Reference Guidelines • Pirt & Monod Formalism
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Parameter Symbol Batch Value Unit Benchmark Range Status

Full Batch Telemetry Log

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Time (h) Biomass (g/L) Substrate (g/L) Nitrogen (g/L) DO (%) Product (g/L) μ (h⁻¹) kLa (h⁻¹) OUR (mmol/L/h) Temp (°C) pH Purity (%)