Non-equilibrium thermodynamics is the study of the behavior of thermodynamic systems that are not in thermal equilibrium. It deals with systems that are out of balance, such as systems that are undergoing chemical reactions, heat transfer, or other processes that are not at equilibrium. It is used to study the behavior of systems that are far from equilibrium, and to understand the thermodynamic properties of systems that are undergoing change.