Large cap (1000uF or so), P channel MOSFET, and low frequency oscillator. Connect the large cap across the load, then have the MOSFET switching power such that the internal diode would conduct when the MOSFET is off. Have the oscillator switch the MOSFET off for half a second or so every 30 seconds or so. Very little extra power use.