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

Publikation: Bidrag til tidsskrift › Konferenceartikel i tidsskrift › Forskning › peer review

10 Citationer (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.

Originalsprog	Engelsk
Bogserie	IFAC-PapersOnLine
Vol/bind	51
Udgave nummer	8
Sider (fra-til)	225-232
Antal sider	8
ISSN	1474-6670
DOI	https://doi.org/10.1016/j.ifacol.2018.06.381
Status	Udgivet - 1 jan. 2018
Begivenhed	3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018 - Esbjerg, Danmark Varighed: 30 maj 2018 → 1 jun. 2018 Konferencens nummer: 3

Konference

Konference	3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018
Nummer	3
Land/Område	Danmark
By	Esbjerg
Periode	30/05/2018 → 01/06/2018

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10.1016/j.ifacol.2018.06.381

1-s2.0-S2405896318307110-mainForlagets udgivne version, 895 KB

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Citationsformater

@inproceedings{4dcd677b0fb84a5aa812f1015b386c57,

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.",

keywords = "Multilevel Flow Modeling, Plantwide Fault Diagnosis, Produced Water Treatment",

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

year = "2018",

month = jan,

day = "1",

doi = "10.1016/j.ifacol.2018.06.381",

language = "English",

volume = "51",

pages = "225--232",

journal = "IFAC-PapersOnLine",

issn = "1474-6670",

publisher = "Elsevier",

number = "8",

note = "3rd IFAC Workshop on Automatic Control in Offshore Oil and Gas Production OOGP 2018, OOGP ; Conference date: 30-05-2018 Through 01-06-2018",

}

TY - GEN

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

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.

KW - Multilevel Flow Modeling

KW - Plantwide Fault Diagnosis

KW - Produced Water Treatment

UR - http://www.scopus.com/inward/record.url?scp=85050125357&partnerID=8YFLogxK

U2 - 10.1016/j.ifacol.2018.06.381

DO - 10.1016/j.ifacol.2018.06.381

M3 - Conference article in Journal

AN - SCOPUS:85050125357

SN - 1474-6670

VL - 51

SP - 225

EP - 232

JO - IFAC-PapersOnLine

JF - IFAC-PapersOnLine

IS - 8

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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