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2 3种神经网络所得结果的eMSE值对比

Tab.2 Comparison of eMSE values obtained by three neural networks

预测网络 t/s eMSE ΔPup ΔTup SDAE-DNN 0.238 0.0025 0.0019 DNN 0.187 0.0081 0.0063 BP 0.153 0.0415 0.0347