An Improved Fuzzy C-Means Algorithm for the Implementation of Demand Side Management Measures

Load profiling refers to a procedure that leads to the formulation of daily load curves and consumer classes regarding the similarity of the curve shapes. This procedure incorporates a set of unsupervised machine learning algorithms. While many crisp clustering algorithms have been proposed for grou...

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Bibliographic Details
Main Authors: Ioannis Panapakidis, Nikolaos Asimopoulos, Athanasios Dagoumas, Georgios C. Christoforidis
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/10/9/1407