© 2016 Society of Chemical Industry and John Wiley & Sons, Ltd
Correspondence to: Matthew J. Eckelman, Department of Civil and Environmental Engineering, Northeastern University,
360 Huntington Avenue, Boston, MA 02115, USA. E-mail: m.eckelman@neu.edu
Modeling and Analysis
Time-dependent life cycle
assessment of microalgal biorefinery
co-products
Mahdokht Montazeri, Northeastern University, Boston, MA, USA
Lindsay Soh, Lafayette College, Easton, PA, USA
Paula Pérez-López, University of Santiago de Compostela, Spain
Julie B. Zimmerman, Yale University, New Haven, CT, USA
Matthew J. Eckelman, Northeastern University, Boston, MA, USA
Received May 14, 2015; revised March 4, 2016; and accepted March 14, 2016
View online at Wiley Online Library (wileyonlinelibrary.com);
DOI: 10.1002/bbb.1649; Biofuel, Bioprod. Bioref. (2016)
Abstract: Microalgae can serve as a highly productive biological feedstock for fuels and chemicals.
The lipid fraction has been the primary target of research, but numerous assessments have found that
valorization of co-products is essential to achieve economic and environmental goals. The relative
proportion of co-products depends on the biomolecular composition of algae at the time of harvest-
ing. In the present study, the productivity of lipid, starch, and protein fractions were shown through
growth experiments to vary widely with species, feeding regime, and harvesting period. Four algae
species were cultivated under nitrogen-replete and -deplete conditions and analyzed at 3-day inter-
vals. Dynamic growth results were then used for life cycle assessment using the US Department of
Energy’s GREET model to determine optimal growth scenarios that minimize life cycle greenhouse
gas (GHG) emissions, eutrophication, and cumulative energy demand (CED), while aiming for an
energy return on investment (EROI) greater than unity. Per kg of biodiesel produced, C. sorokiniana in
N-replete conditions harvested at 12 days was most favorable for GHG emissions and CED, despite
having a lipid content of <20%. N. oculata in N-deplete conditions with a 12-day harvesting period
had the lowest life cycle eutrophication impacts, driven by efficient nutrient cycling and valorization
of microalgal protein and anaerobic digester residue co-products. Results indicate that growth cycle
times that maximize a single fraction do not necessarily result in the most favorable environmental
performance on a life cycle basis, underscoring the importance of designing biorefinery systems that
simultaneously optimize for lipid and non-lipid fractions. © 2016 Society of Chemical Industry and
John Wiley & Sons, Ltd
Supporting information may be found in the online version of this article.
Keywords: microalgal biofuel; co-product valorization; fractional productivity; life cycle assessment