Concepedia

Load Clustering

Load Clustering is a data-driven methodology in load forecasting that partitions electrical consumption patterns into distinct groups based on similarity in temporal usage profiles, enabling improved prediction accuracy through segmentation of heterogeneous demand behaviors.

351

Publications

16.6K

Citations

1.1K

Authors

370

Institutions

Publications per year

2017–2026

186

Parents

Publications

351

Using Smart Meter Data to Improve the Accuracy of Intraday Load Forecasting Considering Customer Behavior Similarities

Franklin L. Quilumba, Wei‐Jen Lee, Heng Huang et al. · IEEE Transactions on Smart Grid · 2014 · 494 citations

, , +16

A clustering approach to domestic electricity load profile characterisation using smart metering data

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

, , +14

Overview and performance assessment of the clustering methods for electrical load pattern grouping

Gianfranco Chicco · Energy · 2012 · 474 citations

, , +13

An Electric Energy Consumer Characterization Framework Based on Data Mining Techniques

Vera Louise Freire de Albuquerque Figueiredo, Fátima Rodrigues, Zita Vale · IEEE Transactions on Power Systems · 2005 · 436 citations · Full text

, , +17

Clustering of Electricity Consumption Behavior Dynamics Toward Big Data Applications

Yi Wang, Qixin Chen, Chongqing Kang et al. · IEEE Transactions on Smart Grid · 2016 · 337 citations

, , +16

1–5 of 351

Authors

1.1K

  1. GC
    Gianfranco Chicco

    Politecnico di Torino, Italy

    18 publications · 1.8K citations

    17

    h-index

  2. RN
    Roberto Napoli

    Politecnico di Torino, Italy

    9 publications · 777 citations

    9

    h-index

  3. IP
    Ioannis P. Panapakidis

    University of Western Macedonia, Greece

    8 publications · 176 citations

    8

    h-index

  4. ZV
    Zita Vale

    Polytechnic Institute of Porto, Portugal

    8 publications · 666 citations

    8

    h-index

  5. MS
    M. Scutariu

    Politecnico di Torino, Italy

    7 publications · 634 citations

    7

    h-index

1–5 of 1.1K

Institutions

370

  1. Politecnico di Torino

    Turin, Italy

    17 h-index

    54 publications

    4.3K citations

  2. North China Electric Power University

    Beijing, China

    13 h-index

    47 publications

    2.1K citations

  3. Tsinghua University

    Beijing, China

    9 h-index

    20 publications

    2.6K citations

  4. Polytechnic Institute of Porto

    Porto, Portugal

    9 h-index

    30 publications

    2.3K citations

  5. Tianjin University

    Tianjin, China

    9 h-index

    20 publications

    1K citations

  6. Universitatea Națională de Știință și Tehnologie Politehnica București

    Bucharest, Romania

    8 h-index

    17 publications

    1.4K citations

  7. Technical University of Denmark

    Kongens Lyngby, Denmark

    8 h-index

    15 publications

    531 citations

  8. Shenzhen University

    Shenzhen, China

    7 h-index

    11 publications

    264 citations

1–8 of 370

Venues

  1. IEEE Transactions on Power Systems

    21 publications · 2.6K citations

    19

    h-index

  2. Energies

    22 publications · 653 citations

    16

    h-index

  3. IEEE Access

    16 publications · 700 citations

    15

    h-index

  4. Energy

    11 publications · 1K citations

    11

    h-index

  5. IEEE Transactions on Smart Grid

    11 publications · 1.5K citations

    11

    h-index

1–5