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

Department of Technology and Innovation

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › 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.

Original language	English
Title of host publication	1th International Conference, PAAMS 2013, Salamanca, Spain, May 22-24, 2013. Proceedings
Editors	Yves Demazeau, Toru Ishida, Juan M. Corchado, Javier Bajo
Number of pages	12
Publisher	Springer
Publication date	2013
Pages	170-181
ISBN (Print)	978-3-642-38072-3
ISBN (Electronic)	978-3-642-38073-0
DOIs	https://doi.org/10.1007/978-3-642-38073-0_15
Publication status	Published - 2013
Event	11th International Conference on Practical Applications of Agents and Multi-Agent Systems - Salamanca, Spain Duration: 22. May 2013 → 24. May 2013 Conference number: 11

Conference

Conference	11th International Conference on Practical Applications of Agents and Multi-Agent Systems
Number	11
Country/Territory	Spain
City	Salamanca
Period	22/05/2013 → 24/05/2013

Series	Lecture Notes in Computer Science
Volume	7879
ISSN	0302-9743

Keywords

Emergence
Multi-agent systems
Multi-objective
Production Systems
Satisficing

Documents & 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

Cite this

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. editor / Yves Demazeau ; Toru Ishida ; Juan M. Corchado ; Javier Bajo. Springer, 2013. pp. 170-181 (Lecture Notes in Computer Science, Vol. 7879).

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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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Lindegaard Mikkelsen, L, Demazeau, Y & Jørgensen, BN 2013, Multi-layered satisficing decision making in oil and gas production platforms. in Y Demazeau, T Ishida, JM Corchado & J Bajo (eds), 1th International Conference, PAAMS 2013, Salamanca, Spain, May 22-24, 2013. Proceedings. Springer, Lecture Notes in Computer Science, vol. 7879, pp. 170-181, 11th International Conference on Practical Applications of Agents and Multi-Agent Systems, Salamanca, Spain, 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. ed. / Yves Demazeau; Toru Ishida; Juan M. Corchado; Javier Bajo. Springer, 2013. p. 170-181 (Lecture Notes in Computer Science, Vol. 7879).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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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

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

M3 - Article in proceedings

SN - 978-3-642-38072-3

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A2 - Demazeau, Yves

A2 - Ishida, Toru

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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. In Demazeau Y, Ishida T, Corchado JM, Bajo J, editors, 1th International Conference, PAAMS 2013, Salamanca, Spain, May 22-24, 2013. Proceedings. Springer. 2013. p. 170-181. (Lecture Notes in Computer Science, Vol. 7879). doi: 10.1007/978-3-642-38073-0_15

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

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Conference

Keywords

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