In this article, we propose a control framework that enables robots to execute tasks persistently, i.e., over time horizons much longer than robots’ battery life. This is achieved by ensuring the energy stored in batteries of never depleted. condition framed as set invariance constraint an optimization problem whose objective minimize difference between inputs and nominal corresponding task be ...