I have a 680uF electrolytic capacitor rated for 25 volts. Yesterday night I was curious as to how much current leaked out of it over time, so I charged it with a generic DC power supply, and measured the voltage across the two terminals. The voltage peaked at around 18.6V, and once the voltage began dropping slowly I quickly disconnected it. I then left it on my nightstand and went to bed.
9 hours later, I measured the new voltage - I got 16.8 volts. Curious as to how the capacitor behaved, I searched Wikipedia for modelling capacitors; I observed ESR and equivalent parallel resistance as basic approximations of capacitor behavior.
I chose to model the capacitor with ESR, using the series RC circuit differential equation solution \$V_t=V_0e^{\frac{-t}{RC}}\$
Substituting values, I got \$\large 16.8=18.6e^{\frac{-(3600*9)}{R(10^{-6}*680)}}\$. This equation yielded the solution R=49,097,000 ohms.
Is the following solution an accurate estimate of the internal resistance of the capacitor?
More importantly, is this a good model of a capacitor? (Would I be able to accurately estimate leakage for longer or shorter periods of time, such as 4.5 hours, or 18 hours?)
Thanks.
EDIT: If it would be helpful for me to mention the capacitor brand, it is a brown capacitor with a white rectangle logo and the letters "KZH" by this logo. I salvaged the capacitor out of a broken Dell AC/DC power adapter. I have found the capacitor's datasheet here.
UPDATE: As suggested, I have charged the capacitors and put them in a heated area to detect voltage drop. The capacitor I originally observed (which I had previously accidentally applied 6 volts in the wrong direction before both observations) dropped from 18.9V charged to 15.85V. The good capacitor I had went from 18.08V charged to 15.07. The temperature that these capacitors were at started at around room temperature but steadily rose to 57.5 degrees Celsius for most of the time. The significant rise in leakage is quite interesting. With the same parallel resistor model, I have calculated the leakage resistance of the original (supposedly damaged) capacitor to be around 931k ohms, and the leakage resistance of the other capacitor to be around 964k ohms.