Data quality issues in solar panels installations: a case study

Roman, Dumitru; Pultier, Antoine; Ma, Xiang; Soylu, Ahmet; Ulyashin, Alexander
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https://hdl.handle.net/11250/3049749
Utgivelsesdato
2022-11-09
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Originalversjon
https://doi.org/10.1145/3549037.3564120
Sammendrag
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.
Utgiver
Association for Computing Machinery (ACM)
Serie
SEA4DQ: Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things;SEA4DQ '22: 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things
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Navngivelse 4.0 Internasjonal
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