Process to recover in high purity form the CO2 released from the calcination of solids containing CaCO3, with said solids being preheated to a temperature between 650-800° C. and arranged in a thermally insulated vessel (1) able to withstand vacuum swings, wherein the process is characterized by the continuous repetition, at least twice, of a sequence of at least the following consecutive steps:
- i) a heating up step lasting between 5-20 minutes, combusting a fuel (8) within the bed of solids to heat up the bed of solids containing CaCO3 to 800-900° C.
- ii) a vacuum step lasting between 5-20 minutes, applying an under-atmospheric pressure of 0.05-0.5 atm to the bed of solids.