The combination of concentrated solar power-chemical looping air separation (CSP-CLAS) with an oxy-fuel combustion process for carbon dioxide (CO 2 ) capture is a novel system to generate electricity from solar power and biomass while being able to store solar power efficiently. In this study, the computer program Advanced System for Process Engineering Plus (ASPEN Plus) was used to develop models to assess the process performance of such a process with manganese (Mn)-based oxygen carriers on alumina (Al 2 O 3 ) support for a location in the region of Seville in Spain, using real solar beam irradiance and electricity demand data. It was shown that the utilisation of olive tree prunings (Olea europaea) as the fuel-an agricultural residue produced locally-results in negative CO 2 emissions (a net removal of CO 2 from the atmosphere). Furthermore, it was found that the process with an annual average electricity output of 18 MW would utilise 2.43% of Andalusia's olive tree prunings, thereby capturing 260.5 k-tonnes of CO 2 , annually. Drawbacks of the system are its relatively high complexity, a significant energy penalty in the CLAS process associated with the steam requirements for the loop-seal fluidisation, and the gas storage requirements. Nevertheless, the utilisation of agricultural residues is highly promising, and given the large quantities produced globally (~4 billion tonnes/year), it is suggested that other novel processes tailored to these fuels should be investigated, under consideration of a future price on CO 2 emissions, integration potential with a likely electricity grid system, and based on the local conditions and real data.