Review article
https://doi.org/10.13044/j.sdewes.d12.0501
Energy System Analysis with Mobile Measurement Technology: Developing a Standardized Data Analysis Concept for Short-term Measurements in Small and Medium-sized Enterprises
Lukas Hilger
; Technische Hochschule Köln, Köln, Germany
Thorsten Schneiders
; University of Applied Sciences Cologne, Köln, Germany
Frank Scholzen
; University of Luxembourg, Luxembourg, Luxembourg
Abstract
Submetering with mobile measurement technology offers substantial benefits for energy system analysis in small and medium-sized enterprises. However, the effective and systematic analysis of submetering datasets is challenging due to the lack of a standardized concept and the limited measurement period. Based on empirically collected submetering data from selected case studies, this study investigates which data analyses are relevant for a systematic data analysis approach. In addition, key indicators and limitations of these analyses are examined and discussed. The results indicate that the use of standardized data analyses contributes to a more efficient and targeted energy system analysis. By applying various disaggregation analyses (e.g. base load disaggregation) and load profile characterization to the datasets, relevant electrical consumers and inefficiencies can be identified. The developed standardized data analyses address the initial step of analysis, which is “detection”. Limitations of standardized data analyses point to the need for individual detailed analyses that cover “diagnosis” and “optimization” as further steps of analysis. In conclusion, the results provide a first approach towards a standardized data analysis for short-term measurements.
Keywords
Energy efficiency; Energy system analysis; SMEs; Data analysis; Load profile analysis; Mobile measuring technology.
Hrčak ID:
318785
URI
Publication date:
3.7.2024.
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