Recent progress in microprocessor-based relaying systems and the technology involved in the new measurement systems for assessment of on-line dynamic security of electric power systems are described. The technique of obtaining the measurements from selected locations on interconnected electric power systems is presented. The measurements require a number of algorithms that have been developed. A comparison of the different approaches has also been conducted using a realistic system for confirmation of the developed technique.