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

Emil Krabbe Nielsen; Stefan Jespersen; Xinxin Zhang; Ole Ravn; Morten Lind

doi:10.1016/j.ifacol.2018.06.381

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

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

Research output: Contribution to journal › Conference article in Journal › Research › peer-review

10 Citations (Scopus)

36 Downloads (Pure)

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 language	English
Book series	IFAC-PapersOnLine
Volume	51
Issue number	8
Pages (from-to)	225-232
Number of pages	8
ISSN	1474-6670
DOIs	https://doi.org/10.1016/j.ifacol.2018.06.381
Publication status	Published - 1 Jan 2018
Event	3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018 - Esbjerg, Denmark Duration: 30 May 2018 → 1 Jun 2018 Conference number: 3

Conference

Conference	3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018
Number	3
Country/Territory	Denmark
City	Esbjerg
Period	30/05/2018 → 01/06/2018

Keywords

Multilevel Flow Modeling
Plantwide Fault Diagnosis
Produced Water Treatment

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10.1016/j.ifacol.2018.06.381

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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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author = "Nielsen, {Emil Krabbe} and Stefan Jespersen and Xinxin Zhang and Ole Ravn and Morten Lind",

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language = "English",

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AU - Jespersen, Stefan

AU - Zhang, Xinxin

AU - Ravn, Ole

AU - Lind, Morten

N1 - Conference code: 3

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.

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DO - 10.1016/j.ifacol.2018.06.381

M3 - Conference article in Journal

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SP - 225

EP - 232

JO - IFAC-PapersOnLine

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T2 - 3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018

Y2 - 30 May 2018 through 1 June 2018

ER -

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

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