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Shape-Based Approach to Household Load Curve Clustering and Prediction

Shape-Based Approach to Household Load Curve Clustering and Prediction

IEEE Transactions on Smart Grid (IEEE Trans. Smart Grid), 2017
5 February 2017
Thanchanok Teeraratkul
Daniel C. O’Neill
Sanjay Lall
ArXiv (abs)PDFHTML

Papers citing "Shape-Based Approach to Household Load Curve Clustering and Prediction"

7 / 7 papers shown
On the Use of Relative Validity Indices for Comparing Clustering
  Approaches
On the Use of Relative Validity Indices for Comparing Clustering Approaches
Luke W. Yerbury
R. Campello
G. C. Livingston
Mark Goldsworthy
Lachlan OÑeil
292
5
0
16 Apr 2024
Agglomerative Hierarchical Clustering with Dynamic Time Warping for
  Household Load Curve Clustering
Agglomerative Hierarchical Clustering with Dynamic Time Warping for Household Load Curve ClusteringCanadian Conference on Electrical and Computer Engineering (CCECE), 2022
Fadi AlMahamid
Katarina Grolinger
186
23
0
18 Oct 2022
Using Machine Learning to Augment Dynamic Time Warping Based Signal
  Classification
Using Machine Learning to Augment Dynamic Time Warping Based Signal Classification
Arvind Seshan
96
3
0
14 Jun 2022
Functional Model of Residential Consumption Elasticity under Dynamic
  Tariffs
Functional Model of Residential Consumption Elasticity under Dynamic TariffsEnergy and Buildings (Energy Build.), 2021
K. Ganesan
Joao Tomé Saraiva
R. Bessa
119
9
0
22 Nov 2021
Decision-making Oriented Clustering: Application to Pricing and Power
  Consumption Scheduling
Decision-making Oriented Clustering: Application to Pricing and Power Consumption Scheduling
Chao Zhang
S. Lasaulce
Martin Hennebel
L. Saludjian
P. Panciatici
H. Vincent Poor
194
19
0
02 Jun 2021
Review of Low Voltage Load Forecasting: Methods, Applications, and
  Recommendations
Review of Low Voltage Load Forecasting: Methods, Applications, and RecommendationsApplied Energy (Appl. Energy), 2021
S. Haben
Siddharth Arora
Georgios Giasemidis
Marcus Voss
Danica Vukadinović Greetham
276
140
0
30 May 2021
Clustering Residential Electricity Consumption Data to Create Archetypes
  that Capture Household Behaviour in South Africa
Clustering Residential Electricity Consumption Data to Create Archetypes that Capture Household Behaviour in South Africa
Wiebke Toussaint
Deshendran Moodley
175
1
0
11 Jun 2020
1
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