Abstract
The prospect of autotrophic (or light-driven) algal biomass production as a sustainable substitute for fossil feedstocks has yet to fulfill its potential. As a likely cause, the inability to robustly account for algal biomass production rates has prevented the derivation of satisfactory mass balances for the simple parameterization of bioreactors. The methodology presented here aims at resolving this shortcoming. Treating photons as a substrate continuously fed to algae provides the grounds to define an autotrophic yield ФDW, in grams of dry weight per mole of photons absorbed, as an operating parameter. Under low irradiances, the rate of algal biomass synthesis is the product of the yield ФDW and the flux of photons absorbed by the culture, modeled using a scatter-corrected polychromatic Beer-Lambert law. This work addresses the broad misconception that Photosynthesis-Irradiance curves, or the equivalent use of specific growth rate expressions independent of the biomass concentration, can be extended to adequately model biomass production under light-limitation. Since low photon fluxes per cell maximize ФDW, the photosynthetic units mechanistic model was adapted to determine a corresponding maximum residence time under high light. Such high speeds in the photic zone, which call for fundamental changes in bioreactor design, enable the use of ФDW to describe biomass productivity under otherwise inhibitory irradiances. Nitrogen limitation-induced lipid accumulation corresponds to a photon flux excess with respect to the rate of nitrogen uptake, such that continuous lipid production can be achieved using the ФDW and nitrogen quotient parameters. Additionally, energy to photon-counts conversion factors are derived.
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Abbreviations
- AM:
-
Air-mass
- AU:
-
Absorbance unit
- CARPT:
-
Computer-automated radioactive particle tracking
- Chl a :
-
Chlorophyll a
- DW:
-
Dry weight
- ELT:
-
Exponential-to-linear
- LHS:
-
Left hand side
- NPQ:
-
Non-photochemical quenching
- NREL:
-
National Renewable Energy Laboratory
- PAR:
-
Photosynthetically active radiation (400-700 nm)
- PI:
-
Photosynthesis-irradiance
- PPFD:
-
Photosynthesis photon flux density
- PQ:
-
Plastoquinone
- PSI:
-
Photosystem I
- PSII:
-
Photosystem II
- PSU:
-
Photosynthetic unit
- REC:
-
Reduced carrier
- QA :
-
Quinone A
- SC:
-
Scatter-corrected
- a [molPSII]:
-
Number of open of PSII centers (or oxidized)
- a* [molPSII]:
-
Number of closed of PSII centers (or reduced)
- a 0 [molPSII]:
-
Total number of PSII centers
- Abs RAW(λ) [AU]:
-
Raw algal absorption at wavelength λ
- Abs SC(λ) [AU]:
-
Scatter-corrected algal absorption at wavelength λ
- Abs SCATTER(λ) [AU]:
-
Scatter contribution to algal absorption at wavelength λ
- A c [m2]:
-
Area of the culture perpendicular to the light source
- C [gDW m−3]:
-
Algal culture biomass concentration in the bioreactor
- c [m s−1]:
-
Celerity of light
- C 0 [gDW m−3]:
-
Algal culture biomass concentration at inoculation time t 0
- C E, [gDW m−3]:
-
Culture biomass concentration during spectrum acquisition
- c EJ [E J−1]:
-
Einstein-to-Joules conversion factor
- C PI [gDW m−3]:
-
Algal biomass concentration in the PI chamber
- d [m]:
-
Depth of the photic zone, where light is > 99 % I 0
- E P(λ) [W m−2 nm−1]:
-
Photon energy reported for each wavelength increment dλ
- EF(x) µE gDW −1 h−1 :
-
Specific energy flux at depth x
- EF T µE gDW −1 h−1 :
-
Threshold specific energy flux at onset of light limitation
- E LIGHT(λ) [counts nm−1]:
-
Light source emission spectrum at λ
- F CHEM [m3 h−1]:
-
Chemostat volumetric flow rate (bioreactor)
- F [molPSII gDW −1]:
-
Weight fraction of PSII
- F IN [m3 h−1]:
-
Inlet stream volumetric flow rate (bioreactor)
- F OUT [m3 h−1]:
-
Outlet stream volumetric flow rate (bioreactor)
- F PAR [-]:
-
Fraction of energy in the PAR region
- h [SI Units]:
-
Planck’s constant
- I(x) [µE m−2 h−1]:
-
Local PPFD at a given depth x
- I 0 [µE m−2 h−1] or [µE m−2 s−1]:
-
Incident photosynthesis photon flux density (PPFD)
- I ABS [µE m−2 h−1]:
-
Absorbed PPFD by the algal culture
- I H [µE m−2 s−1]:
-
Highest possible direct normal solar irradiance
- I OUT [µE m−2 h−1]:
-
PPFD transmitted through the algal culture
- I T [µE m−2 s−1]:
-
Threshold irradiance at which NPQ becomes significant
- k 1 [s−1]:
-
Rate of PSII excitation
- k 2 [s−1]:
-
Rate of PSII relaxation
- L [m]:
-
Depth of the culture
- L E [m]:
-
Pathlength of the light through the spectrophotometer
- L PI [m]:
-
Depth of the PI chamber
- m P [µE gDW −1 h−1]:
-
Maintenance parameter
- \(\dot n(\lambda )\) [E s−1 m−2 nm−1]:
-
Photon flux reported for each wavelength increment dλ at λ
- Na [mol−1]:
-
Avogadro’s constant
- OD [AU]:
-
Algae culture absorbance at 680 nm
- P [gDW m−2 h−1]:
-
Algal biomass area productivity
- P(λ) [cps]:
-
Spectrometer reading (in counts per second)
- P BIOREACTOR [gDW m−3 h−1]:
-
Bioreactor productivity
- P i [gDW h−1]:
-
Zone i contribution to the algal biomass productivity
- \(P_i^V\) [gDW m−3 h−1]:
-
Local volumetric biomass production rate in zone i
- P LIGHT(λ) [nm−1]:
-
Normalized light-source photon fraction at λ
- P LIPIDS [gLIPIDS h−1]:
-
Lipid productivity
- P MAX [gDW m−2 h−1]:
-
Maximum algal biomass area productivity (light-limited)
- P SUN(λ) [nm−1]:
-
Normalized solar spectrum photon fraction at λ
- qL [-]:
-
Fraction of open PSII centers
- qN [-]:
-
Fraction of closed PSII centers
- Q N [gN gDW −1]:
-
Nitrogen weight fraction (or nitrogen quotient)
- S [gS m−3]:
-
Substrate S concentration in the bioreactor
- S 0 [gS m−3]:
-
Inlet stream substrate S concentration
- t [h]:
-
Time in the light phase, truncated for duration in the dark
- t [s]:
-
Time scale for the PSU model
- t 0 [h]:
-
Reference inoculation time
- u [-]:
-
PSU model integrating factor (L or S subscript indicates linear or sinusoidal trajectory submodel respectively)
- V C [m3]:
-
Culture volume in bioreactor
- v T [m s−1]:
-
Target velocity in the photic zone for near maximum ФPSII (additional L or S subscript indicates linear or sinusoidal trajectory submodel respectively)
- x [m]:
-
Distance from the light incidence surface
- x T [m]:
-
Threshold depth (onset of light limitation in poorly-mixed reactor)
- Y C/S [gDW gS −1]:
-
Biomass yield on the substrate S
- Y C/N [gDW gN −1]:
-
Biomass yield on nitrogen substrate
- β [-]:
-
Proportionality constant between the spectrometer count reading and the incident photon flux
- λ [nm]:
-
Wavelength
- µ [h−1]:
-
Specific growth rate
- µ MAX [h−1]:
-
Maximum specific growth rate
- σ [m2 gDW−1]:
-
Monochromatic absorption cross section
- σDW [m2 gDW −1]:
-
Scatter-corrected algae-specific light source-dependent absorption cross section
- τ [s]:
-
Time for the incident light to excite half the threshold PSII fraction
- ψ(λ) [m2 gDW m−2]:
-
Hyperbolic model parameter
- ω(λ) [m2 gDW −1]:
-
Hyperbolic model parameter
- ФAPP [molCO2 E−1]:
-
Apparent efficiency parameter in mole CO2 fixed per mole incident photons
- ФCO2 [molCO2 E−1]:
-
Quantum yield
- ΦDW [gDW µE−1]:
-
Autotrophic yield
- ФC2 [molOZ E−1]:
-
Quantum yield
- ФPSII [-]:
-
Photon fraction used to excite the QA pool, or PSII operating efficiency
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Holland, A., Dragavon, J. (2014). Algal Reactor Design Based on Comprehensive Modeling of Light and Mixing. In: Bajpai, R., Prokop, A., Zappi, M. (eds) Algal Biorefineries. Springer, Dordrecht. https://doi.org/10.1007/978-94-007-7494-0_2
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