Through the review of the planning scheme of Yunfeng Lake Village in Yunlong Demostration Zone of Zhuzhou, analyzes its pros and cons in functional structure, road traffic, spatial landscape and green ecological design, etc., and on this basis, combing with modern development characteristics and trend, investigates relatively stable “pattern of normalization” different from the past in the new rural community development in our country under the background of resource saving and environment friendly society. “New Normalization” mainly includes living environments, ecological landscapes, historical context, resource utilization and characteristic industry, etc., which advances specific requirements and direction of new rural construction. But the construction of rural community should also take full account of the temporal and spatial changes, refers to other areas’developing situations and explores its own development model.