Multi-layered satisficing decision making in oil and gas production platforms

Lars Lindegaard Mikkelsen; Yves Demazeau; B. N. Jørgensen

doi:10.1007/978-3-642-38073-0_15

Multi-layered satisficing decision making in oil and gas production platforms

Lars Lindegaard Mikkelsen, Yves Demazeau, B. N. Jørgensen

Institut for Teknologi og Innovation

Publikation: Kapitel i bog/rapport/konference-proceeding › Konferencebidrag i proceedings › Forskning › peer review

Abstract

From a control perspective, offshore oil and gas production is very challenging due to the many and potentially conflicting production objectives that arise from the intrinsic complexity of the oil and gas domain. In this paper, we show how a multi-layered multi-agent system can be used to implement a satisficing decision-making process for allocation of production resources. Through simulations using real-world production data, we illustrate that this satisficing decision-making process performs better than existing control systems applied on marginal fields, even though satisficing decision making often only provides near-optimal solutions. © 2013 Springer-Verlag Berlin Heidelberg.

Originalsprog	Engelsk
Titel	1th International Conference, PAAMS 2013, Salamanca, Spain, May 22-24, 2013. Proceedings
Redaktører	Yves Demazeau, Toru Ishida, Juan M. Corchado, Javier Bajo
Antal sider	12
Forlag	Springer
Publikationsdato	2013
Sider	170-181
ISBN (Trykt)	978-3-642-38072-3
ISBN (Elektronisk)	978-3-642-38073-0
DOI	https://doi.org/10.1007/978-3-642-38073-0_15
Status	Udgivet - 2013
Begivenhed	11th International Conference on Practical Applications of Agents and Multi-Agent Systems - Salamanca, Spanien Varighed: 22. maj 2013 → 24. maj 2013 Konferencens nummer: 11

Konference

Konference	11th International Conference on Practical Applications of Agents and Multi-Agent Systems
Nummer	11
Land/Område	Spanien
By	Salamanca
Periode	22/05/2013 → 24/05/2013

Navn	Lecture Notes in Computer Science
Vol/bind	7879
ISSN	0302-9743

Dokumenter og links

10.1007/978-3-642-38073-0_15

http://www.scopus.com/inward/record.url?eid=2-s2.0-84887047187&partnerID=40&md5=dbb5a6bc76e2bceb7a909828e4b142b8

Citationsformater

Lindegaard Mikkelsen, Lars ; Demazeau, Yves ; Jørgensen, B. N. / Multi-layered satisficing decision making in oil and gas production platforms. 1th International Conference, PAAMS 2013, Salamanca, Spain, May 22-24, 2013. Proceedings. red. / Yves Demazeau ; Toru Ishida ; Juan M. Corchado ; Javier Bajo. Springer, 2013. s. 170-181 (Lecture Notes in Computer Science, Bind 7879).

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title = "Multi-layered satisficing decision making in oil and gas production platforms",

abstract = "From a control perspective, offshore oil and gas production is very challenging due to the many and potentially conflicting production objectives that arise from the intrinsic complexity of the oil and gas domain. In this paper, we show how a multi-layered multi-agent system can be used to implement a satisficing decision-making process for allocation of production resources. Through simulations using real-world production data, we illustrate that this satisficing decision-making process performs better than existing control systems applied on marginal fields, even though satisficing decision making often only provides near-optimal solutions.",

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note = "11th International Conference on Practical Applications of Agents and Multi-Agent Systems ; Conference date: 22-05-2013 Through 24-05-2013",

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Lindegaard Mikkelsen, L, Demazeau, Y & Jørgensen, BN 2013, Multi-layered satisficing decision making in oil and gas production platforms. i Y Demazeau, T Ishida, JM Corchado & J Bajo (red), 1th International Conference, PAAMS 2013, Salamanca, Spain, May 22-24, 2013. Proceedings. Springer, Lecture Notes in Computer Science, bind 7879, s. 170-181, 11th International Conference on Practical Applications of Agents and Multi-Agent Systems, Salamanca, Spanien, 22/05/2013. https://doi.org/10.1007/978-3-642-38073-0_15

Multi-layered satisficing decision making in oil and gas production platforms. / Lindegaard Mikkelsen, Lars; Demazeau, Yves; Jørgensen, B. N.
1th International Conference, PAAMS 2013, Salamanca, Spain, May 22-24, 2013. Proceedings. red. / Yves Demazeau; Toru Ishida; Juan M. Corchado; Javier Bajo. Springer, 2013. s. 170-181 (Lecture Notes in Computer Science, Bind 7879).

Publikation: Kapitel i bog/rapport/konference-proceeding › Konferencebidrag i proceedings › Forskning › peer review

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AU - Demazeau, Yves

AU - Jørgensen, B. N.

N1 - Conference code: 11

PY - 2013

Y1 - 2013

N2 - From a control perspective, offshore oil and gas production is very challenging due to the many and potentially conflicting production objectives that arise from the intrinsic complexity of the oil and gas domain. In this paper, we show how a multi-layered multi-agent system can be used to implement a satisficing decision-making process for allocation of production resources. Through simulations using real-world production data, we illustrate that this satisficing decision-making process performs better than existing control systems applied on marginal fields, even though satisficing decision making often only provides near-optimal solutions.

AB - From a control perspective, offshore oil and gas production is very challenging due to the many and potentially conflicting production objectives that arise from the intrinsic complexity of the oil and gas domain. In this paper, we show how a multi-layered multi-agent system can be used to implement a satisficing decision-making process for allocation of production resources. Through simulations using real-world production data, we illustrate that this satisficing decision-making process performs better than existing control systems applied on marginal fields, even though satisficing decision making often only provides near-optimal solutions.

KW - Emergence

KW - Multi-agent systems

KW - Multi-objective

KW - Production Systems

KW - Satisficing

U2 - 10.1007/978-3-642-38073-0_15

DO - 10.1007/978-3-642-38073-0_15

M3 - Article in proceedings

SN - 978-3-642-38072-3

T3 - Lecture Notes in Computer Science

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BT - 1th International Conference, PAAMS 2013, Salamanca, Spain, May 22-24, 2013. Proceedings

A2 - Demazeau, Yves

A2 - Ishida, Toru

A2 - Corchado, Juan M.

A2 - Bajo, Javier

PB - Springer

T2 - 11th International Conference on Practical Applications of Agents and Multi-Agent Systems

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Lindegaard Mikkelsen L, Demazeau Y, Jørgensen BN. Multi-layered satisficing decision making in oil and gas production platforms. I Demazeau Y, Ishida T, Corchado JM, Bajo J, red., 1th International Conference, PAAMS 2013, Salamanca, Spain, May 22-24, 2013. Proceedings. Springer. 2013. s. 170-181. (Lecture Notes in Computer Science, Bind 7879). doi: 10.1007/978-3-642-38073-0_15

Multi-layered satisficing decision making in oil and gas production platforms

Abstract

Konference

Dokumenter og links

Fingeraftryk

Citationsformater