Thermodynamic ensembles are theoretical constructs used in statistical mechanics to represent a large number of microstates of a system, each corresponding to a possible configuration of the system's particles. They provide a framework for calculating macroscopic properties by averaging over these microstates, and are essential for understanding systems in equilibrium at different thermodynamic conditions.