Jau-jia Guo

Improving market clearing price prediction by using neural networks (2004)

Guo, Jau-Jia

In a deregulating power market, bidding decisions rely on good market clearing price predictions. One of the common forecasting methods is a Gaussian radial basis function (GRBF) network, which...

Improving market clearing price prediction by using neural networks / (2004)

Guo, Jau-Jia.

Abstract (2 leaves) bound with copy.

Improving market clearing price prediction by using a committee machine of neural networks (2004)

Jau-jia Guo, Student Member, Peter B. Luh

Abstract—Predicting market clearing prices is an important but difficult task, and neural networks have been widely used. A single neural network, however, may misrepresent part of the input-output...

Selecting Input Factors for Clusters of Gaussian Radial Basis Function Networks to Improve Market Clearing Price Prediction (2003)

Jau-jia Guo, Student Member, Peter B. Luh

In a deregulated power market, bidding decisions rely on good market clearing price prediction. One of the common forecasting methods is Gaussian radial basis function (GRBF) networks that...