Semantic Meta Model for the Description of Resource and Energy Data in the Energy Data Management Cycle

Journal article


Publication Details

Author(s): Brandmeier M, Brossog M, Franke J
Journal: Applied Mechanics and Materials
Publication year: 2017
Volume: 871
Pages range: 69-76
ISSN: 1660-9336
Language: English


Abstract


Energy efficiency is a critical competitive factor. Transparency of energy consumption is the key for increasing efficiency of production. For this purpose, existing energy data management systems collect data such as power, gas or water consumption on field level, store them in databases, and generate reports. However, the identification of energy saving potentials and the definition of efficiency measures is carried out by energy experts and thus is dependent on a person’s knowledge. The documentation of knowledge about saving potentials and measures does not take place and relations among data and knowledge of various domains are not captured. In this paper, we provide an approach that allows the holistic capture and description of data and knowledge relations. Through the use of an ontology-based meta model, consumption data can be augmented with information about time and place of capture, data type, intended purpose and permissions, as well as interfaces to other systems and relations to knowledge elements. The semantic model is able to capture relevant requirements of all information demanders within the energy data management cycle. Therefore, the model is capable of detecting efficiency deficits and retrieving relevant energy efficiency measures within a knowledge base. Thus, energy consumption data can be efficiently used and knowledge about efficiency can be sustainably preserved.



FAU Authors / FAU Editors

Brandmeier, Markus
Lehrstuhl für Fertigungsautomatisierung und Produktionssystematik
Brossog, Matthias
Lehrstuhl für Fertigungsautomatisierung und Produktionssystematik
Franke, Jörg Prof. Dr.-Ing.
Lehrstuhl für Fertigungsautomatisierung und Produktionssystematik


How to cite

APA:
Brandmeier, M., Brossog, M., & Franke, J. (2017). Semantic Meta Model for the Description of Resource and Energy Data in the Energy Data Management Cycle. Applied Mechanics and Materials, 871, 69-76. https://dx.doi.org/10.4028/www.scientific.net/AMM.871.69

MLA:
Brandmeier, Markus, Matthias Brossog, and Jörg Franke. "Semantic Meta Model for the Description of Resource and Energy Data in the Energy Data Management Cycle." Applied Mechanics and Materials 871 (2017): 69-76.

BibTeX: 

Last updated on 2018-17-10 at 06:00