Artificial Neural Networks Controlled Fast Valving in A Power Generation Plant  

Oleh:

Han, Yingduo ; Xiu, Lincheng ; Wang, Zhonghong ; Chen, Qi ; Tan, Shaohua

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: IEEE Transactions on Neural Networks vol. 8 no. 2 (1997), page 373-389.
Topik: power; artificial; neural networks; valving; power generation plan

Ketersediaan

Perpustakaan Pusat (Semanggi) Nomor Panggil: II36.2 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

Lihat Detail Induk

Isi artikel

This paper presents an artificial neural - network - based controller to realize the fast valving in a power generation plant. The backpropagation algorithm is used to train the feedforward neural networks controller. The hardware implementation and the test results of the controller on a physical pilot - scale power plant setup are described in detail. Compared with the conventional fast valving methods applied to the same system, test results both with the computer simulation and on a physical pilot - scale power plant setup demonstrate that the artificial neural network controller has satisfactory generalization capability, reliability, and accuracy to be feasible for this critical control operation.

Opini Anda

Klik untuk menuliskan opini Anda tentang koleksi ini!

Kembali