Validity index based improvisation in reproducibility of load profiling outcome

Validity index based improvisation in reproducibility of load profiling outcome

Under competitive market environment, the knowledge of load variation and its behavioural aspect are essential for the survival of electric supply utility. Load profiling is a useful tool to acquire it, and k-means clustering is a crisp, robust and widely proposed method. However, the multiple runs...

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Bibliographic Details
Main Authors: Mudassir A. Maniar, Abhijit R. Abhyankar
Format: Article
Language:English
Published: Wiley 2018-12-01
Series:IET Smart Grid
Subjects:
pattern clustering
fuzzy set theory
multiple runs
deterministic outcome
stochasticity
qualitative validation processes
account cohesion
separation
external cluster validity indices
load patterns
load profiling outcome
competitive market environment
load variation
behavioural aspect
electric supply utility
validity index based improvisation
k-means algorithm
Central Indian state discom
distribution feeders
Online Access:https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0108

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https://digital-library.theiet.org/content/journals/10.1049/iet-stg.2018.0108

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