 This research explores the use of solar-powered ships, SPS, as a means to reduce greenhouse gas emissions and fossil fuel dependency in the maritime industry. It proposes a novel approach utilizing renewable energy and electromagnetic control to enhance the performance of SPS. The study evaluates the thermal conductivity and viscosity of carbon nanotube, CNT-based hybrid nanofluids, HNF, which can be used to improve the heat transfer in SPS. The research employs similarity variables to simplify the complex partial differential equations into ordinary differential equations and solves them using the Chebyshev collocation spectral method. The results show that the MWCNT-SWCNT-EO hybrid nanofluid significantly improves the thermal conductivity, thereby enhancing heat transfer. The HNF exhibits an efficiency rate of approximately 1.78%, with a minimum efficiency rate of 2.26%. This article was authored by A. M. Obalalu, M. Asif Mayman, O. A. Olayami, and others. We are article.tv, links in the description below.