基于堆叠式降噪自动编码器和深度神经网络的风电调频逐步惯性智能控制
王亚伦, 周涛, 陈中, 王毅, 权浩

Stepwise Inertial Intelligent Control of Wind Power for Frequency Regulation Based on Stacked Denoising Autoencoder and Deep Neural Network
WANG Yalun, ZHOU Tao, CHEN Zhong, WANG Yi, QUAN Hao
表1 3种神经网络结构与算法对比
Tab.1 Comparison of structures and algorithms of three neural networks
预测网络 层数 算法 输入/输出层
神经元个数
隐藏层
神经元个数
SDAE-DNN 3+4 ADAM/
NADAM
3, 3/3, 2 9, 27, 18/
6, 12, 6, 4
DNN 4 ADAM 3, 2 6, 12, 6, 4
BP 1 SGD 3, 2 12