I been playing since early beta. While the Evony team stated they would try to make maintenance times standard, I have yet to see much consistency in those times.
I would speculate you observe down times when it registers on your mind. The odd downtimes register less in your memory and don't stick, and the consistent downtimes are a figment of your imagination.

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