Web interactive non intrusive load disaggregation system for active demand in smart grids

Web interactive non intrusive load disaggregation system for active demand in smart grids

Journal

Subject and more

  • LCC Subject Category: Energy, Computer and Information Science
  • Publisher's keywords: Smart grid, load monitoring; NIALMS; energy management; Feedback, ICT
  • Language of fulltext: english
  • Full-text formats available: PDF

AUTHORS

    G.M. Tina, V. A. Amenta, O. Tomarchio, G. Di Modica

EDITORIAL INFORMATION

FULL TEXT

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ABSTRACT

A Smart Grid combines the use of traditional technology with innovative digital solutions, making the management of the electricity grid more flexible. It allows for monitoring, analysis, control and communication within the supply chain to improve efficiency, reduce the energy consumption and cost, and maximize the transparency and reliability of the energy supply chain. The optimization of energy consumption in Smart Grids is possible by using an innovative system based on Non Intrusive Appliance Load Monitoring (NIALM) algorithms, in which individual appliance power consumption information is disaggregated from single-point measurements, that provide a feedback in such a way to make energy more visible and more amenable to understanding and control. We contribute with an approach for monitoring consumption of electric power in households based on both a NILM algorithm, that uses a simple load signatures, and a web interactive systems that allows an active role played by users.

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