Dimensionless analysis is a method used in engineering and physics to simplify complex physical phenomena by reducing the number of variables in a system to a set of dimensionless numbers. These numbers help describe the relationships between different physical quantities, making it easier to analyze, compare, and predict the behavior of similar systems under varying conditions.