Exploring Lognormal Distribution in Reliability Engineering

This chapter introduces the lognormal distribution, emphasizing its asymmetrical probability density curve compared to traditional bell curves. It discusses the implications of skewness for central tendency measures and how the nature of failure modeling impacts the choice between lognormal and normal distributions. Through examining characteristics like cumulative distribution functions and hazard rates, the chapter highlights the practical complexities and limitations of using lognormal distributions in reliability engineering.