Photovoltaic Power Pattern Clustering
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ISBN-13:
9783659976384
Veröffentl:
2016
Einband:
Paperback
Erscheinungsdatum:
25.10.2016
Seiten:
108
Autor:
Amr A. Munshi
Gewicht:
179 g
Format:
220x150x7 mm
Sprache:
Englisch
Beschreibung:
A method to cluster Photovoltaic power pattern data. Clustering algorithms, to determine the optimum number of clusters and to produce cluster representatives for Photovoltaic power pattern data, from different clustering categories are involved: K-means from partitional clustering, Hierarchical Ward's minimum variance (WMV) from agglomerative clustering, Fuzzy C-means (FCM) from fuzzy clustering, self-organizing maps (SOM) from neural network based algorithms, and Ant Colony and Bat from bio-inspired swarm optimization methods.