Benefits of using StreamInsight and Fuzzy logic with PI system to make Industrial Alarm system
Master thesis
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http://hdl.handle.net/11250/181757Utgivelsesdato
2011Metadata
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Sammendrag
Pumps and their associated systems are essential in oil and gas facilities for the efficient
transportation of fluids. Monitoring and controlling an ESP pump is vital and essential in
management of ESP. Reliable and efficient alarm system with low-latency and real-time
monitoring, helps operators to assess pump performance, avoid malfunction and result in
increase in product and decrease in cost.
One of the objectives of this thesis is to make an alarm system which will be used for
monitoring an ESP pump implemented for Talisman Energy Company using OSIsoft PI
ACE.
The same target has been achieved by developing an application using different technology
namely StreamInsight which is a complex event processing engine. The results and
performance of these two technologies are discussed and compared.
Also a fuzzy logic solution is proposed to add functionality to alarm system and improve the
pump life time and performance.
Beskrivelse
Master's thesis in Computer science