This document describes methods of specifying and evaluating the performances of electric vehicle charging robots, notably: —vehicle coupler connection; —plug-in and plug-out force; —parking error tolerance; —light intensity adaptability; This document is not applicable to wireless charging systems for electric vehicles. This document is not intended for the verification or validation of safety requirements.