Reliability modeling is a methodological approach focused on the quantitative assessment and prediction of the probability that a system or component will perform its intended function without failure for a specified duration under defined conditions. This field employs statistical analysis, stochastic processes, and simulation techniques to identify failure modes, estimate failure rates, and optimize system design and maintenance strategies for enhanced operational reliability and safety, particularly critical in complex or high-consequence applications.