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Does an ELECTROLYTIC CAPACITOR store electricy when in an DC circuit only?

I have an HID xenon conversion kit installed in my motorcycle.. I hope to save electricity of my battery by having a capacitor. Does it help conserve electricity? I mean the does the capacitor conserve electricity when i’m using my HID Xenon bulb?