An electrochemical battery system, in one embodiment, includes a plurality of electrochemical cells, a memory in which command instructions are stored, and a processor configured to execute the command instructions to sequentially connect a first set of the plurality of electrochemical cells to an electrical load, disconnect the first set from the electrical load, connect a second set of the plurality of electrochemical cells to the electrical load, and disconnect the second set from the electrical load, wherein the electrochemical cells in the first set and the electrochemical cells in the second set are selected based upon a target electrochemical cell discharge rate.