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3 SDAE-DNN与原始DNN泛化能力对比
Tab.3 Comparison of generalization ability of SDAE-DNN and original DNN
预测网络 t/s eMSE
ΔPup ΔTup
SDAE-DNN 0.179 0.0093 0.0079
DNN 0.143 0.0171 0.0134