On-line Fault Diagnosis of Produced Water Treatment with Multilevel Flow Modeling

Emil Krabbe Nielsen*, Stefan Jespersen, Xinxin Zhang, Ole Ravn, Morten Lind

*Corresponding author for this work

Research output: Contribution to journalJournal articleResearchpeer-review

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Abstract

Making sense of alarms can be difficult on oil and gas platforms. Multilevel Flow Modeling provides a structure for modelling plant functionality and inferring causes for alarms and predicting consequences. Currently, Multilevel Flow Modeling has limited application for on-line fault diagnosis. Based on a fault emulated on a pilot plant for offshore produced water treatment, Multilevel Flow Modeling is used for reasoning about causes for triggered alarms. The inferred causes are analysed to investigate the current maturity of Multilevel Flow Modeling for on-line diagnosis.

Original languageEnglish
Book seriesI F A C Workshop Series
Volume51
Issue number8
Pages (from-to)225-232
ISSN1474-6670
DOIs
Publication statusPublished - 1 Jan 2018

Keywords

  • Multilevel Flow Modeling
  • Plantwide Fault Diagnosis
  • Produced Water Treatment

Cite this

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title = "On-line Fault Diagnosis of Produced Water Treatment with Multilevel Flow Modeling",
abstract = "Making sense of alarms can be difficult on oil and gas platforms. Multilevel Flow Modeling provides a structure for modelling plant functionality and inferring causes for alarms and predicting consequences. Currently, Multilevel Flow Modeling has limited application for on-line fault diagnosis. Based on a fault emulated on a pilot plant for offshore produced water treatment, Multilevel Flow Modeling is used for reasoning about causes for triggered alarms. The inferred causes are analysed to investigate the current maturity of Multilevel Flow Modeling for on-line diagnosis.",
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On-line Fault Diagnosis of Produced Water Treatment with Multilevel Flow Modeling. / Nielsen, Emil Krabbe; Jespersen, Stefan; Zhang, Xinxin; Ravn, Ole; Lind, Morten.

In: I F A C Workshop Series, Vol. 51, No. 8, 01.01.2018, p. 225-232.

Research output: Contribution to journalJournal articleResearchpeer-review

TY - JOUR

T1 - On-line Fault Diagnosis of Produced Water Treatment with Multilevel Flow Modeling

AU - Nielsen, Emil Krabbe

AU - Jespersen, Stefan

AU - Zhang, Xinxin

AU - Ravn, Ole

AU - Lind, Morten

PY - 2018/1/1

Y1 - 2018/1/1

N2 - Making sense of alarms can be difficult on oil and gas platforms. Multilevel Flow Modeling provides a structure for modelling plant functionality and inferring causes for alarms and predicting consequences. Currently, Multilevel Flow Modeling has limited application for on-line fault diagnosis. Based on a fault emulated on a pilot plant for offshore produced water treatment, Multilevel Flow Modeling is used for reasoning about causes for triggered alarms. The inferred causes are analysed to investigate the current maturity of Multilevel Flow Modeling for on-line diagnosis.

AB - Making sense of alarms can be difficult on oil and gas platforms. Multilevel Flow Modeling provides a structure for modelling plant functionality and inferring causes for alarms and predicting consequences. Currently, Multilevel Flow Modeling has limited application for on-line fault diagnosis. Based on a fault emulated on a pilot plant for offshore produced water treatment, Multilevel Flow Modeling is used for reasoning about causes for triggered alarms. The inferred causes are analysed to investigate the current maturity of Multilevel Flow Modeling for on-line diagnosis.

KW - Multilevel Flow Modeling

KW - Plantwide Fault Diagnosis

KW - Produced Water Treatment

U2 - 10.1016/j.ifacol.2018.06.381

DO - 10.1016/j.ifacol.2018.06.381

M3 - Journal article

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JO - I F A C Workshop Series

JF - I F A C Workshop Series

SN - 1474-6670

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