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Prediction of heat evolution
Energy balance for aerobic growth: Q0 kγs − aQ0/4 = cQ0φγb + dQ0wγp
Fraction of available electrons incorporated into biomass
ξb = cφγb/(kγs)
Fraction of available electrons incorporated into product
ξp = dγp/(kγs)
Fraction of available electrons transferred to oxygen
ε = a4/(kγs)
Energy fraction meanings
ξb is the fraction of substrate energy stored in biomass; ξp is the fraction stored in product; ε is the fraction released as heat
Normalized energy balance
Divide every term in the energy balance by the term for the substrate’s energy
Energy fractions relationship
The fractions of substrate energy stored in biomass
Metabolic heat
Metabolic heat sets cooling requirements for bioreactors that contain cells
YH
YH is metabolic heat evolved per cell mass produced
Heat of combustion of oxygen
104 kcal/mol O2 = 435.24 kJ/mol O2
Heat-generation relationship
1/YH = ΔHC/YX/S − ΔHS
Rate of heat evolution from growth
QGr = Hbiomass rGr
Heat of combustion of substrate
ΔHS is proportional to the sum of metabolic heat
Respiration yielding cells
Respiration yielding cells have 1/YH kJ/g cell
Substrate combustion
Substrate (1 mole) + k O2 → m CO2 + n H2O
Substrate combustion coefficient k
k is the moles of O2 needed to combust 1 mole of substrate
Cell combustion
Cells (1 mole) + t O2 → u CO2 + w H2O + yN2
Cell combustion coefficient t
t is the moles of O2 needed to combust 1 mole of cells
Heat of combustion from oxygen
Use 435.24 kJ/mol O2 together with the moles of O2 needed for combustion and molecular weight to calculate ΔHS or ΔHC
Yeast heat-generation example
A yeast is grown on glucose with YX/S = 0.192 g cells/g S
Yeast growth equation
C6H12O6 + aO2 + bNH3 → cC6H10NO3 + dC2H5OH + eH2O + fCO2
Yeast molecular weight
144 g/mol
Ethanol molecular weight
46 g/mol
Glucose molecular weight
180 g/mol
Nitrogen balance in yeast example
b = c
Carbon balance in yeast example
6 = 6c + 2d + f
Oxygen balance in yeast example
6 + 2a = 3c + d + e + 2f
Hydrogen balance in yeast example
12 + 3b = 10c + 6d + 2e
Converting yeast YX/S
0.192 g X/g S converts to 0.24 mol X/mol S
Stoichiometric coefficient c in yeast example
c = 0.24
Stoichiometric coefficient b in yeast example
b = c = 0.24
Growth/product rate ratio
The ratio of rates of cell growth to ethanol production is proportional to g cells/g ethanol
Molar rate conversion in yeast example
Convert g cells and g ethanol to moles to obtain the ratio of their stoichiometric coefficients
Stoichiometric coefficient d in yeast example
d = 1
Carbon calculation in yeast example
6 = 6(0.24) + 2(1) + f
Hydrogen calculation in yeast example
12 + 3(0.24) = 10(0.24) + 6(1) + 2e
Oxygen calculation in yeast example
6 + 2a = 3(0.24) + 1 + 2.16 + 2(2.56)
Final yeast stoichiometric equation
C6H12O6 + 1.5O2 + 0.24NH3 → 0.24C6H10NO3 + C2H5OH + 2.16H2O + 2.56CO2
Yeast example substrate heat of combustion
ΔHS = 14.508 kJ/g S
Yeast example cell heat of combustion
ΔHC = 21.1574 kJ/g S
Yeast example metabolic heat yield
YH = 0.01838 kJ/g cells
Yeast example cell growth rate
rcell = 0.306 g cells/L·hr
Yeast example heat evolution rate
QGr = 16.65 kJ/L·h
Corynbacterium example
Corynbacterium (C8H17O7N) is grown in a batch reactor for production of threonine (C4H9O3N) with glucose as the carbon source
Corynbacterium growth rate
0.3 g cells/L-h
Corynbacterium threonine production rate
0.4 g threonine/L-h
Corynbacterium energy condition
Half of the energy in the carbon source is released as heat
Corynbacterium growth equation
aC6H12O6 + bNH3 + cO2 → C8H17O7N + dC4H9O3N + eH2O + fCO2
Corynbacterium carbon balance
6a = 8 + 4d + f
Corynbacterium nitrogen balance
b = 1 + d
Corynbacterium hydrogen balance
12a + 3b = 17 + 9d + 2e
Corynbacterium oxygen balance
6a + 2c = 7 + 3d + e + 2f
Corynbacterium rate-to-stoichiometry relationship
The ratio of molar growth and production rates equals the ratio of the corresponding stoichiometric coefficients
Corynbacterium product coefficient
d = 2.68
Corynbacterium ammonia coefficient
b = 3.68
Corynbacterium hydrogen relationship
e = 6a − 15.04
Degree of reduction of glucose in Corynbacterium example
γS = 4
Degree of reduction of biomass
γb = 4.214
Degree of reduction of threonine
γP = 4.286
Degree of reduction of oxygen
γO2 = -4
Degree of reduction of NH3
γNH3 = 0
Degree of reduction of H2O
γH2O = 0
Degree of reduction of CO2
γCO2 = 0
Reductance balance
6aγS + bγNH3 + cγO2 = 8γb + 4dγP + eγH2O + fγCO2
Reductance balance note
Each term must also be multiplied by the number of carbons in the molecule
Oxygen coefficient from reductance balance
c = 3a
Corynbacterium oxygen coefficient
c = 18.72
Corynbacterium glucose coefficient
a = 6.24
Corynbacterium carbon dioxide coefficient
f = 18.72
Corynbacterium water coefficient
e = 22.4
Final Corynbacterium stoichiometric equation
6.24C6H12O6 + 3.68NH3 + 18.72O2 → C8H17O7N + 2.68C4H9O3N + 22.4H2O + 18.72CO2
Fraction of glucose energy converted to biomass
0.214
Fraction of glucose energy converted to product
0.286
Fraction of glucose energy converted to heat
0.5
Energy fraction relationship in Corynbacterium example
Biomass fraction + product fraction + heat fraction = 1
Cell yield based on glucose
YX/S = biomass molecular weight/(a × substrate molecular weight)
Corynbacterium YX/S
YX/S = 0.214 g X/g S
Cell yield based on oxygen
YX/O2 = c × biomass molecular weight/(oxygen molecular weight)
Corynbacterium YX/O2
YX/O2 = 0.399 g X/g O2
Glucose combustion equation
C6H12O6 + O2 → CO2 + H2O
Glucose CO2 coefficient during combustion
6 mol CO2 are produced per mole of glucose
Glucose H2O coefficient during combustion
6 mol H2O are produced per mole of glucose
Glucose oxygen requirement for combustion
6 mol O2 are required to combust 1 mol C6H12O6
Glucose heat of combustion
ΔHS = 14.508 kJ/g substrate
Corynbacterium cell combustion equation
C8H17O7N + O2 → 8CO2 + 8.5H2O + 0.5N2
Corynbacterium cell CO2 coefficient
8 mol CO2 are produced per mole of cells
Corynbacterium cell H2O coefficient
8.5 mol H2O are produced per mole of cells
Corynbacterium cell oxygen requirement
8.75 mol O2 are required to combust 1 mol of cells
Corynbacterium cell heat of combustion
ΔHC = 15.935 kJ/g cells
Corynbacterium substrate heat of combustion
ΔHS = 14.508 kJ/g substrate
Corynbacterium metabolic heat yield
YH = 0.0193 kJ/g cells
Corynbacterium cell growth rate
0.3 g cells/L-h