December 2017
Intermediate to advanced
568 pages
19h 6m
English
Content preview from Power Systems, 3rd Edition
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Short-Term Load and Price Forecasting with Artificial Neural Networks*
Southern Methodist University
16.1 Artificial Neural Networks
Error Back-Propagation Learning Rule • Adaptive Update of the Weights during Online Forecasting
16.2 Short-Term Load Forecasting
ANNSTLF Architecture • Humidity and Wind Speed • Holidays and Special Days • Performance
16.3 Short-Term Price Forecasting
Architecture of Price Forecaster • Performance
16.1 Artificial Neural Networks
Artificial neural networks (ANN) are systems inspired by research into how the brain works. An ANN consists of a collection of arithmetic computing units (nodes or neurons) connected together in a network of interconnected layers. A typical node ...
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