According to the characteristics of parquet,the authors of this article developed a new device for testing heat conduction performance for parquet.With the data obtained from the device,a mathematical model was set up by using curve fitting and generalized regression neural network（GRNN）.Results found that the model reached a nearly perfect fit,thus making it an effective method for research and for testing heat conduction performance for parquet and other laminated biomass materials.