NDLI: A semantic model of events for integrating photovoltaic monitoring data

Content Provider	IEEE Xplore Digital Library
Author	Dagnely, P. Tsiporkova, E. Tourwe, T. Ruette, T. De Brabandere, K. Assiandi, F.
Copyright Year	2015
Description	Author affiliation: Sirris - Software Eng. & ICT Group, Brussels, Belgium (Dagnely, P.; Tsiporkova, E.; Tourwe, T.; Ruette, T.) \|\| 3E - iLab., Brussels, Belgium (De Brabandere, K.; Assiandi, F.)
Abstract	Solar plants typically consist of several thousands of passive photovoltaic modules that are connected via thousands of string boxes to hundreds of inverters. In addition, a solar plant has meteo-sensors, power meters and control switches. All these components continuously generate data that is collected by monitoring systems or SCADA systems on-site. From there onwards, this data is pushed to remote analysis servers. The optimal exploitation of this data is hampered by a lack of harmonisation and standardisation in the photovoltaic domain. The data-generating components originate from several different manufacturers, models and versions, and their output is thus not easily commensurable. Crucial for this paper is the fact that conceptually identical failure events are not logged with the same identifying labels. Therefore, every analysis of monitoring system data coming from photovoltaic plants needs an initial integration step to resolve this labeling issue. Our proposal is to facilitate the integration with semantic modelling by means of creating a photovoltaic event ontology with an SWRL reasoning layer.
Starting Page	24
Ending Page	30
File Size	359487
Page Count	7
File Format	PDF
e-ISBN	9781479966493
DOI	10.1109/INDIN.2015.7281705
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-07-22
Publisher Place	UK
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	reasoning Ontologies Inverters solar plants Circuit faults Internet of Things Standards Semantic integration Semantics XML ontology model SWRL Monitoring
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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