Concepedia

Building Load Disaggregation

Building Load Disaggregation is a computational method in demand-side energy management that identifies individual appliance-level energy consumption patterns from aggregated whole-building power measurements.

110

Publications

6.5K

Citations

381

Authors

167

Institutions

Publications per year

2017–2026

66

Variants

Nilm

Parents

Publications

110

Unsupervised Disaggregation of Low Frequency Power Measurements

Hyungsul Kim, Manish Marwah, Martin Arlitt et al. · 2011 · 636 citations

, , +14

Is disaggregation the holy grail of energy efficiency? The case of electricity

K. Carrie Armel, Abhay Gupta, Gireesh Shrimali et al. · Energy Policy · 2012 · 581 citations

, , +13

Analysis of load match and grid interaction indicators in net zero energy buildings with simulated and monitored data

Jaume Salom, Anna Marszal-Pomianowska, Joakim Widén et al. · Applied Energy · 2014 · 252 citations

, , +16

Using a pattern recognition approach to disaggregate the total electricity consumption in a house into the major end-uses

Linda Farinaccio, Radu Zmeureanu · Energy and Buildings · 1999 · 234 citations

, , +16

Impact of energy storage in buildings on electricity demand side management

Waqar Qureshi, Nirmal‐Kumar C. Nair, Mohammed Farid · Energy Conversion and Management · 2011 · 182 citations

, , +12

1–5 of 110

Authors

381

  1. MB
    Mario Bergés

    Carnegie Mellon University, United States

    3 publications · 214 citations

    3

    h-index

  2. AS
    Amarjeet Singh

    Post Graduate Institute of Medical Education and Research, India

    3 publications · 263 citations

    3

    h-index

  3. DI
    David Irwin

    University of Massachusetts Amherst, United States

    3 publications · 139 citations

    3

    h-index

  4. NB
    Nipun Batra

    Indraprastha Institute of Information Technology Delhi, India

    3 publications · 263 citations

    3

    h-index

  5. OP
    Oliver Parson

    University of Southampton, United Kingdom

    2 publications · 225 citations

    2

    h-index

1–5 of 381

Institutions

167

  1. Indraprastha Institute of Information Technology Delhi

    Delhi, India

    5 h-index

    11 publications

    972 citations

  2. Virginia Tech

    Blacksburg, United States

    3 h-index

    9 publications

    256 citations

  3. National Research Council Canada

    Ottawa, Canada

    3 h-index

    6 publications

    405 citations

  4. ETH Zurich

    Zurich, Switzerland

    3 h-index

    6 publications

    240 citations

  5. University of Massachusetts Amherst

    Amherst Center, United States

    3 h-index

    9 publications

    343 citations

  6. Huazhong University of Science and Technology

    Wuhan, China

    3 h-index

    10 publications

    338 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    8 publications

    537 citations

  8. Carleton University

    Ottawa, Canada

    3 h-index

    8 publications

    384 citations

1–8 of 167

Venues

  1. Energy and Buildings

    21 publications · 1.1K citations

    19

    h-index

  2. IEEE Transactions on Smart Grid

    6 publications · 417 citations

    6

    h-index

  3. Applied Energy

    5 publications · 445 citations

    5

    h-index

  4. Energy

    4 publications · 242 citations

    4

    h-index

  5. Energy Procedia

    4 publications · 100 citations

    4

    h-index

1–5