Co-Optimization of Operational and Intelligent Completion Parameters of CO 2 Water-Alternating-Gas Injection Processes in Carbonate Reservoirs

Recently, maximum reservoir contacting (MRC) wells have attracted more and more attention and have been gradually applied to CO 2 WAG injections. During the use of MRC wells for CO 2 WAG injections, intelligent completions are commonly considered to control CO 2 breakthroughs. However, the design of the operational and intelligent completion parameters is a complicated process and there are no studies on the co-optimization of the operational and intelligent completion parameters for CO 2 WAG processes. This study outlines an approach to enhance the oil recovery from CO 2 WAG injection processes through the co-optimization of the operational and intelligent completion parameters of MRC wells in a carbonate reservoir. First, a simulation method is developed by using Petrel and Intersect. Then, a series of simulations are performed to prove the viability of intelligent completions and to investigate the effects of the timing and duration of the CO 2 WAG injection, as well as the type, number, and placement of intelligent completion devices on the performance of a CO 2 WAG injection by MRC wells. Finally, the imperialist competitive algorithm is used to co-optimize the operational and intelligent completion parameters for MRC wells. The results show that compared with the spiral inflow control device (SICD), autonomous inflow control device (AICD), labyrinth inflow control device (LICD), and annular interval control valve (AICV), the nozzle inflow control device (NICD) is the best type of intelligent completion device for MRC wells. There is an optimal installation timing, inflow area, and number of NICDs for a CO 2 WAG injection by MRC wells. The NICDs need to be placed based on the permeability distribution. The oil recovery for the optimal case with the NICDs reached 46.43%, which is an increase of 3.8% over that of the base case with a conventional completion. In addition, compared with the non-uniformity coefficient of the base case (11.7), the non-uniformity coefficient of the optimal case with the NICDs decreased to 4.21. This is the first time that the co-optimization of the operational and intelligent completion parameters of a CO 2 WAG injection has been reported, which adds more information about the practical applications of MRC wells in CO 2 WAG injections for enhancing oil recovery in carbonate reservoirs.