Autonomous laundry washing and drying systems and methods

An energy efficient autonomous laundry system includes a plurality of combination washing and drying machines, at least one exhaust combining manifold in fluid communication with the plurality of combination washing and drying machines, at least one heat pump receiving combined exhaust from the manifold, one or more sensors disposed throughout the airflow of the system, and a controller in operative communication with all of these system components. The controller is configured to receive an output signal, analyze at least one air characteristic associated with the one or more sensors, determine, based on the analysis, whether the at least one air characteristics is within a preprogrammed range of values for at least one of air temperature, air flow, and air humidity, and adjust one or more controls, including controls for adjusting at least one of air temperature, air flow, and air humidity at the one or more locations within the system.