The present article describes the design and implementation of RACK and describes an example of an autonomous mobile robot based on this framework.This paper presents a brief description of the prototype hydroelectric generation system located at the University of Valle. The goal of the work is oriented to automatize each one of the stages involved in its operation. The selection of the variables, instruments and control equipment required for the automation of the system regarding remote operation is also presented.