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  3. NILMplus NILMplus

NILMplus

In this project, we are investigating a solution for industrial load disaggregation that combines the cost efficiency of a NILM system with the accuracy of classical submetering.

Brief information

School:

Engineering and Architecture

Status:

Completed

Period:

01.08.2019 - 01.04.2021

Overview

Increasing global environmental awareness and economic cost pressure are motivating companies to treat electrical energy as a valuable good and to promote efficient use. At the same time, the European Union has issued guidelines for increasing energy efficiency.

Increasing energy efficiency in industrial companies often requires a very complex analysis of the current situation. The estimated costs for this are today often so high that the enterprises refrain from it.

Camille Bauer Metrawatt AG (CBM) is therefore convinced of the idea of a simple and cost-effective load disaggregation for industrial companies.

In the predecessor project "NILM@I - NILM for industrial applications", we already investigated a possible solution for cost-effective analysis using Non-intrusive Load Monitoring (NILM) for the industrial sector. NILM enables a load disaggregation based on only one central power measurement. The project had shown that the use of NILM in industrial companies requires a higher accuracy and better applicability than is possible with classical NILM methods.

In NILMplus, we are now investigating a new approach to load disaggregation. Thanks to the combination of NILM algorithms with easy-to-install, low-cost current sensors, this new approach should provide the required accuracy with better applicability.

These current sensors should be able to be attached to a load's cable without having to disconnect it from the mains and thus provide information about on/off events and load jumps. We expect that this additional information will greatly improve the accuracy of the load breakdown.

NILMplus is intended to offer industrial companies cost-effective energy monitoring in accordance with ISO 50006. The aim is not only to address existing CBM customers, but also to convince many new customers worldwide thanks to the USP.

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Facts

Type of project

Forschung

Internal organisations involved
  • iHomeLab
Funding
  • SBFI
  • Innosuisse - HSLU als Hauptforschungspartnerin (Main Research Partner)
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Persons involved: internal

Project manager
  • Patrick Huber Mittler
Member of project team
  • Thomas Bosser
  • Alberto Calatroni
  • Martin Camenzind
  • Edgar De Assunção Pestana
  • Lukas Kaufmann
  • Ehu Li
  • Andrew Paice
  • Andreas Rumsch
  • Manuel Vogel
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Persons involved: external

External member of project team
  • Lukas Kaufmann

Brief information

School:

Engineering and Architecture

Status:

Completed

Period:

08/01/2019 - 04/01/2021

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Lucerne University of Applied Sciences and Arts


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info@hslu.ch

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