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  4. Beitrag eines Mess- und Leitsystems zur vereinfachten Produktökobilanzierung
 
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2014
Presentation
Title

Beitrag eines Mess- und Leitsystems zur vereinfachten Produktökobilanzierung

Title Supplement
Vortrag gehalten auf dem Green Factory Kolloquium, 30. September bis 01. Oktober 2014, Nürnberg
Abstract
Monitoring the electric power consumption of machines in manufacturing becomes more and more important due to rising electricity costs and environmental awareness. This paper proposes a cost-efficient monitoring concept requiring significantly fewer electricity meters. Power consumption of several machines is monitored aggregately and then broken down into the estimated power consumption of each machine by means of a disaggregation procedure utilizing machine data acquisition. In this paper the disaggregation procedure is presented, uncertainty limitations are discussed and an application example of an industrial environment is given.
Author(s)
Gebbe, Christian
Reinhart, Gunther  
Conference
Green Factory Colloquium 2014  
DOI
10.24406/publica-fhg-386360
File(s)
N-323511.pdf (678.43 KB)
Rights
Under Copyright
Language
German
Fraunhofer-Institut für Werkzeugmaschinen und Umformtechnik IWU  
Keyword(s)
  • Electricity Monitoring

  • Electricity Metering

  • Machine Power Consumption

  • Aggregated Measurement

  • NILM

  • Machine Data Acquisition

  • Multivariate Linear Regression

  • Linear Mixed Models

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