摘要
提出一种改进的FCM(模糊c-均值聚类)方法构建模糊神经网络模型。对所给的煤种数据进行训练和验证,构建结渣预测模型。结果表明,这种方法预测准确率高,能够为电站经济运行提供一定的科学依据。
One novel advanced fuzzy c-mean clustering method was proposed to construct fuzzy neural network model.Build a forcasting model by given training and testing coal samples.The result shows that it has a higher accuracy and can provide scientific evidence for economic operation in powerplant.
出处
《电力科学与工程》
2010年第10期55-58,共4页
Electric Power Science and Engineering
关键词
FCM算法
模糊神经网络
结渣
预测
fuzzy c-mean clustering
fuzzy neural network
slagging
forcast
