This paper describes an efficient exact algorithm to solve the Resource Constrained Project Scheduling Problem (RCPSP). We propose an original and efficient branch and price procedure which involves minimal interval order enumeration as well as constraint propagation and which is implemented with the help of the generic SCIP software. We perform tests on the famous PSPLIB instances which provide very satisfactory results.