Intermittence and volatility of wind result in the fluctuation of wind power. Considering the climbing rates and the heat-power feasible operation region of different heat sources and the distance between heat sources and end users, mathematical models of wind power dispatch with different heat sources are established, where minimum fluctuations of equivalent wind power are performed as the objective function. This paper puts forward electric heat pumps as additional heat sources for space heating purpose and the climbing rates as the restrict of power adjustments for heat sources, and proposes to switch the pipeline distance of hot water between heat sources and end users into transportation time cost for wind power dispatch as a key parameter. Through the numerical simulation it is revealed that: 1) wind power smoothness can be achieved effectively utilizing this novel wind power dispatch method; 2) three kinds of heat sources have different influences on the smoothness of wind power. With the extraction-condensing cogeneration units as heat source, the standard deviation of the regulated wind power is almost zero, which is treated as the best result.