In the adaptability of a proposed cascade‐scrubbing technology used for ocean ships, ASPEN PLUS desulfurization simulations for a packing scrubber of a 10 000‐kW large‐scale marine diesel engine were performed to uncover effects of the scrubber's configurational parameters (i.e., scrubber diameter, spherical packing diameter, and packing thickness) and meanwhile confirm the selected parameters' availability. Desulfurization was evaluated not only under the once‐through open‐loop model with varying above scrubber's configurational parameters plus operational seawater temperature and scrubbing section's inlet gas temperature but also under the seawater/lye cascade‐scrubbing model for confirming its availability and superiority in saving both the seawater and lye consumption. Desulfurization exhibits increase, decrease, and slight increase trends with the packing thickness, packing diameter, and scrubber diameter, respectively. However, the packing‐layer pressure drop increases with the packing thickness and decreases initially but then varies little with the left two parameters. Any increase in these temperatures weakens desulfurization. A comprehensive consideration of multiple factors suggests that the selected packing diameter of 50 mm, total packing thickness of 3.5 m, and scrubber diameter of 2.8 m are reasonable and adaptable to the scrubber, which can comply with the required strict desulfurization standard by using the low‐alkalinity seawater (1.42 mmol/L) to scrub the high‐sulfur gas (fuel‐sulfur content of 3.5%) with a moderate liquid/gas ratio of about 6.5 L/Nm3. Under the same gas and seawater conditions, the seawater/lye cascade‐scrubbing model achieves about 38% and 90% reduction respectively in the seawater and alkali consumption as comparing with the once‐through open‐loop and closed‐loop models, respectively.