High performance online key performance indicator's calculations in oil refineries

It is critical in Oil Refineries to monitor the process online by several departments with respect to various perspectives. Key performance indicators generated by conversion of sensor - based measurements into meaningful data fulfill this requirement. However, the performance indicators must be pro...

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Vydáno v:Signal Processing and Communications Applications Conference s. 415 - 418
Hlavní autoři: Bakir, Mustafa, Sevilgen, Fatih Erdogan
Médium: Konferenční příspěvek
Jazyk:angličtina
turečtina
Vydáno: IEEE 01.05.2015
Témata:
Big data
Business
Libraries
Monitoring
Oil refineries
Optimization
Petroleum
ISSN:2165-0608
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Shrnutí:It is critical in Oil Refineries to monitor the process online by several departments with respect to various perspectives. Key performance indicators generated by conversion of sensor - based measurements into meaningful data fulfill this requirement. However, the performance indicators must be provided to the users online. In this article, we discuss code optimization and parallelization of key performance indicator's calculation. By using these methods we obtained %96 improvement against the initial algorithm and %55 improvement against the optimal sequential algorithm in the performance of the system.
ISSN:2165-0608
DOI:10.1109/SIU.2015.7129847