Case Study Three
Case Study 3: Gravity- & Capillary-Driven IMPES Waterflood Simulator
• Gravity segregation causes early water breakthrough at the base of dipping structures
• Capillary pressure effects dominate in heterogeneous zones with variable pore sizes
• Managing sweep efficiency requires adaptive well strategies as water cut increases
• Commercial simulators are inaccessible to many African operators and universities
Step 1 — Reservoir characterization. Discretized a dipping reservoir using a 2D finite-difference grid derived from realistic geological structure. Depth ranges from approximately 12,000 to 13,400 ft. Reservoir properties: porosity ≈ 26%, permeability ≈ 1800 mD, average thickness ≈ 200 ft within the productive zone.
Step 2 — IMPES formulation. Employed Implicit Pressure Explicit Saturation (IMPES) strategy: implicit pressure solution coupled with explicit saturation update. This provides computational efficiency for two-phase flow while maintaining stability within IMPES limits.
Step 3 — Multiphase physics. Implemented Brooks-Corey relative permeability formulations fitted to laboratory rock-fluid data. Integrated capillary pressure modeling through empirical curve fitting. Included gravity potential calculations to capture flow behavior in dipping reservoirs.
Step 4 — Numerical stability. Applied upwind mobility weighting to ensure numerical stability during water displacement. Investigated timestep sensitivity and numerical dispersion near displacement fronts.
Step 5 — Well modeling. Dynamic well productivity calculations using Peaceman-type well modeling concepts. One water injector operating at approximately 2000 STB/day and three producing wells with bottom-hole pressure constraints and water-cut tracking.
Step 6 — Adaptive strategy. Implemented an adaptive development strategy in which producing wells are automatically converted into injectors once water cut exceeds 95%, improving pressure support and extending field life.
Step 7 — Validation. Validated against the classical Buckley-Leverett analytical solution for one-dimensional immiscible displacement. Excellent agreement between analytical and numerical saturation fronts confirmed accuracy.
Depth: 12,000 – 13,400 ft
Porosity: ~26%
Permeability: ~1800 mD
Thickness: ~200 ft
Wells: 1 injector + 3 producers
Formulation: IMPES
Flow: 1D immiscible displacement
Agreement: Saturation fronts
Stability: IMPES limits verified
Dispersion: Near-front analysis
Status: Validated
[Figure 7: Water saturation front propagation — Buckley-Leverett validation]
[Figure 8: Spatial water saturation map — sweep efficiency visualization]
[Figure 9: Water cut evolution and adaptive well conversion timeline]
• Field production life: approximately 6,169 days (≈ 16.9 years)
• Cumulative oil recovery: approximately 7.35 million barrels
• Recovery factor: 46.27% under the simulated waterflood strategy
• Spatial pressure maps showing reservoir pressure evolution
• Water saturation maps visualizing sweep patterns and injector-producer interactions
• Adaptive well conversion protocol for extending field life beyond initial water breakthrough
