摘要
在对制冷压缩机的热力性能进行建模和仿真计算时 ,运用多层感知器网络虽然可以收到较传统热力计算模型更好的效果 ,但也存在着诸多缺点 .通过引入径向基函数 (RBF)网络替代多层感知器网络 ,较好地克服了这些缺点 .
Although the application of multilayer perceptron (MLP) to the simulation of thermodynamic performance of refrigeration compressors can produce better results than conventional thermodynamic models, there are still some problems with it. In this paper, MLP is substituted by a radial basis function (RBF) network, which solves these problems successfully. The simulation illustrates the effectiveness of RBF method presented here and its superiority to the MLP method.
出处
《上海交通大学学报》
EI
CAS
CSCD
北大核心
2001年第8期1172-1174,共3页
Journal of Shanghai Jiaotong University
基金
国家"973"重点基础研究发展规划项目 (G2 0 0 0 0 2 6 30 9)子课题
