A design of an experiment describes how the tests are organized and run. More formally, we can define an experiment as a set of tests.

Wohlin, C., Runeson, P., Höst, M., Ohlsson, M., Regnell, B., & Wesslén, A. (2000). Introduction to Experimentation in Software Engineering. [-]