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Data quality issues in solar panels installations: a case study

Abstract

Solar photovoltaics (PV) is becoming an important source of global electricity generation. Modern PV installations come with a variety of sensors attached to them for monitoring purposes (e.g., maintenance, prediction of electricity generation, etc.). Data collection (and implicitly the quality of data) from PV systems is becoming essential in this context. In this position paper, we introduce a modern PV mini power plant demo site setup for research purposes and discuss the data quality issues we encountered in operating the power plant.
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Category

Academic chapter

Language

English

Affiliation

  • SINTEF Industry / Metal Production and Processing
  • SINTEF Digital / Sustainable Communication Technologies
  • OsloMet - Oslo Metropolitan University

Year

2022

Publisher

Association for Computing Machinery (ACM)

Book

Proceedings of the 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2022)

ISBN

9781450394598

Page(s)

24 - 25

View this publication at Norwegian Research Information Repository