Here, energy production typically refers to the conversion of waste algal biomass into various forms of usable 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).