Analysis of residential electricity consumption patterns utilizing smart-meter data: Dubai as a case study

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Fintan McLoughlin, Aidan Duffy, Michael Conlon · Applied Energy · 2015 · 489 citations · Full text

Engineering, Data Science, Electrical Engineering +14

Analysis and Clustering of Residential Customers Energy Behavioral Demand Using Smart Meter Data

Stephen Haben, Colin Singleton, Peter Grindrod · IEEE Transactions on Smart Grid · 2015 · 351 citations

Computing, Data Science, Data Mining +16

Clustering analysis of residential electricity demand profiles

Joshua D. Rhodes, Wesley Cole, Charles R. Upshaw et al. · Applied Energy · 2014 · 293 citations · Full text

Natural Resources, Electrical Engineering, Demand Forecasting +11

k-means based load estimation of domestic smart meter measurements

Ali Al-Wakeel, Jianzhong Wu, Nick Jenkins · Applied Energy · 2016 · 177 citations · Full text

Engineering, Data Science, Demand Forecasting +16

Hybrid Short-Term Load Forecasting Scheme Using Random Forest and Multilayer Perceptron

Jihoon Moon, Yongsung Kim, Minjae Son et al. · Energies · 2018 · 147 citations · Full text

Computing, Data Science, Forecasting +14