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We discuss the reversibility of Brownian heat engine. We perform asymptotic analysis of Kramers equation on B"uttiker-Landauer system and show quantitatively that Carnot efficiency is inattainable even in a fully overdamping limit. The inattainability is attributed to the inevitable irreversible heat flow over the temperature boundary.

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