Corrosion in hydrocarbon pipelines poses a significant threat to the integrity and safety of these critical infrastructure components. This research paper delves into the crucial issue of corrosion defect interaction and its influence on the reliability of pipelines used for the transportation of hydrocarbons. The study investigates the complex interplay between pipeline corrosion, defects, and failure pressure, aiming to provide valuable insights into the mitigation of potential catastrophic failures. The aim of this research is to assess the correlation between corrosion defects and their interaction in pipeline systems. To achieve this goal, a comprehensive numerical analysis is conducted. The present investigation uses the finite element numerical model, which simulates the behavior of corroded pipelines under various loading conditions. This model allows us to rigorously evaluate the extent to which corrosion defect interaction affects the mechanical properties of pipelines, including stress concentrations and deformations, and, consequently, their ability to withstand the operating pressures associated with hydrocarbon transportation. Understanding the dynamics of corrosion defect interaction is vital for pipeline operators and engineers seeking to enhance the safety and longevity of their infrastructure. By quantifying the impact of corrosion defects on failure pressure through our finite element numerical model, this research contributes to the development of more accurate risk assessment models and proactive maintenance strategies. Ultimately, these insights improve the reliability and integrity of hydrocarbon transportation pipelines, with a particular emphasis on addressing the depth and spacing of defects as key determinants of system reliability. The results of our study reveal that the depth of defects and their spacing within the pipeline are two of the most crucial parameters affecting the reliability of pipeline systems. Corrosion defects located at critical depths and with specific spacing patterns can significantly reduce the failure pressure of the pipelines.