Wednesday, June 12, 2024

ANNSTLF-Artificial Neural Network Short-Term Load Forecaster- generation three

 A. Khotanzad, R. Afkhami-Rohani and D. Maratukulam, "ANNSTLF-Artificial Neural Network Short-Term Load Forecaster- generation three," in IEEE Transactions on Power Systems, vol. 13, no. 4, pp. 1413-1422, Nov. 1998, doi: 10.1109/59.736285.

Links: Xplore Entry

Key Findings:  Load forecasting is improved by adaptively combining only 2 ANNs - a load forecaster, and a change in load forecaster.  This is an improvement over earlier generations which used more than 2 ANNs.  It also provides specialty training for holidays.

Principal Components Analysis Preprocessing for Improved Classification Accuracies in Pattern-Recognition-Bases Myoelectric Control

Hargrove, LJ, Li, G, Englehart, KB, Hudgins, BS, "Principal Components Analysis Preprocessing for Improved Classification Accuracies in...