This chapter explores the mathematics behind orthogonal arrays to help engineers understand some theory and methods for generating orthogonal arrays. There are not many easy-to-follow publications on generating orthogonal arrays. The mathematical theory and methodology behind different types of orthogonal arrays are not difficult to explain, and engineers are able to understand these concepts. This chapter explains the mathematics behind different types of commonly used orthogonal arrays in a clear manner.