Hi Prateek,
For a 15 minute time period, the capacitor's value and its leakage current will be huge. Maybe you could use forty-five 20M resistors in series and a 1uF low-leakage poly cap. Or one 20M resistor charging forty-five 1uF poly caps in parallel, driving a Mosfet.
It is the same problem...