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NILM - motivation

  • Residential and commercial buildings consume approximately 60% of the world’s electricity, so savings in them have huge impact on reduction of overall energy demand1
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  • Feedback to costumers on how they spend energy can influence them to reduce up to 12% of their energy consumption2
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  • ILM – expensive, impractical, non-appealing to customers
1 The United Nations Environment Programmes Sustainable Building and Climate Initiative (UNEP-SBCI)
2  K. C. Armel, A. Gupta, G. Shrimali, and A. Albert, “Is disaggregation the holy grail of energy efficiency? The case of electricity,” Energy Policy, vol. 52, no. 0, pp. 213 – 234, 2013.

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