A measure of concentration robustness in a biochemical reaction network and its application on system identification

•We give a measure of concentration robustness in metabolism system.•A scheme based on Monte-Carlo method is proposed to evaluate the robustness index.•System identification problem is formulated as a minimax dynamic optimization problem.•We use concentration robustness index to identify kinetic parameters and uncertain metabolic mechanisms.