The method described above has been previously implemented for equipment cost estimation by the main author for CAPEX estimation of a biogas upgrading facility including CO 2 compression and heat pumps and for CO 2 compression liquefaction via different open and closed liquefaction schemes. For full plant CAPEX (Total Module Cost), the method described by Woods 25 is also adapted, see also and further desbribed below.