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The primary focus of the topic is on the production of energy. Here, energy production typically refers to the conversion of waste algal biomass into various forms of usable energy. This could include electricity, biofuels (e.g., biodiesel, bioethanol), biogas, or other forms of renewable energy. Conversion of algal biomass to fuels via extraction of lipids (and potentially other components), through 'algal lipid upgrading' or ALU pathway, combined algal process (CAP) and parallel algal process (PAP). ALU approach based on a biochemical processing strategy to selectively recover and convert select algal biomass components to fuels, namely carbohydrates to ethanol and lipids to a renewable diesel blendstock (RDB) product. The scope of the topic encompasses the various methods and technologies used to convert waste algal biomass into energy. This could involve processes like anaerobic digestion, fermentation, pyrolysis, hydrothermal liquefaction, or other innovative techniques. The topic may touch upon ongoing research, technological advancements, and potential areas of improvement related to waste algal biomass-based energy production.