In-situ combustion process is recognized as being one of the promising methods in the field of enhanced oil recovery. In this study, we developed a procedure for estimating ignition time using pressurized differential scanning calorimetric technique (PDSC) and the chain reaction ignition approach. The procedure was based on the free-radical mechanism of oxidation and was successfully applied to PDSC kinetic curves processing. The initial stages of oxidation of crude oils A and B were studied in detail. It was found that the procedure for processing the oils' activity to oxidation was characterized by a heat release time exponential dependence factor (φ − factor). Even though oil A and oil B exhibit comparable kinetic parameters of oxidation, there is a marked difference in their behavior. Oil A demonstrated an induction period of 27 days and a φ value of 0.0123. Conversely, oil B did not initiate combustion within a suitable timeframe in-situ, and presented a lower φ value of 0.0067. The results of pilot tests using oil A and B were consistent with the predictions and demonstrated the potential of the proposed approach.