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Multi-objective optimization of algal biofuel production integrating resource recirculation and quality considerations

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Abstract

Because of rising global energy consumption, renewable energy sources have received increased attention. The use of algal biomass as feedstock for biodiesel production has been recognized for its relatively higher lipid productivity and lower impact compared to fossil fuels and other renewable sources. Yet, it faces challenges in its commercialization since fossil fuels are generally more inexpensive. The integration of various processes yielding different bioproducts has been encouraged to increase profitability and overall sustainability through algal biorefineries. Moreover, considering the goal to minimize waste, resource recirculation can be maximized to achieve economic and environmental sustainability. In this study, a multi-objective nonlinear optimization model for a closed-loop algal biorefinery simultaneously optimizing cost and environmental impact, integrating life cycle assessment to properly account for process unit environmental impacts, and incorporating quality degradation resulting from resource recirculation is developed. A case study is solved to demonstrate the validity and features of the proposed model. Furthermore, various scenarios are applied to understand the effects of environmental changes to the system. Results reveal important insights, which highlights the significance of quality as a driver of system behavior, and may be used by stakeholders to support the design and operations of algal biorefineries.

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Contributions

CMS—Conceptualization, Methodology, Data curation, Writing—Original draft preparation, Validation; JLSJ and JGU—Writing—Reviewing and Editing; JLSJ—Conceptualization, Supervision, Writing—Reviewing and Editing

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Correspondence to Jayne Lois San Juan.

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Appendix

Appendix

See Tables 12, 13, 14, 15, 16, 17, 18, 19, 20.

Table 12 Conversion matrix for cultivation and input materials
Table 13 Conversion Matrix for Harvesting and Input Materials
Table 14 Conversion matrix for drying and input materials
Table 15 Conversion matrix for extraction and input materials
Table 16 Conversion matrix for transesterification and input materials
Table 17 Conversion matrix for pyrolysis and input materials
Table 18 Conversion matrix for anaerobic digestion and input materials
Table 19 Conversion matrix for CHP and input materials
Table 20 Conversion matrix for recovery processes and input materials

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Solis, C.M., Juan, J.L.S., Uy, J.G. et al. Multi-objective optimization of algal biofuel production integrating resource recirculation and quality considerations. Clean Techn Environ Policy 26, 1107–1133 (2024). https://doi.org/10.1007/s10098-023-02663-4

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  • DOI: https://doi.org/10.1007/s10098-023-02663-4

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