Integrated production optimization of oil fields with pressure and routing constraints: The Urucu field
► Production optimization for oil fields with complex routing degree of freedom. ► Simplified pressure drop models through multidimensional piecewise-linearization. ► Problems solved in real time obtaining sufficiently accurate solutions. This paper develops a framework for integrated production opt...
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| Vydáno v: | Computers & chemical engineering Ročník 46; s. 178 - 189 |
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| Médium: | Journal Article |
| Jazyk: | angličtina |
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Elsevier Ltd
15.11.2012
Elsevier |
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| ISSN: | 0098-1354, 1873-4375 |
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| Abstract | ► Production optimization for oil fields with complex routing degree of freedom. ► Simplified pressure drop models through multidimensional piecewise-linearization. ► Problems solved in real time obtaining sufficiently accurate solutions.
This paper develops a framework for integrated production optimization of complex oil fields such as Urucu, which has a gathering system with complex routing degree of freedom, limited processing capacity, pressure constraints, and wells with gas-coning behavior. The optimization model integrates simplified well deliverability models, vertical lift performance relations, and the flowing pressure behavior of the surface gathering system. The framework relies on analytical models history matched to field data and simulators tuned to reflect operating conditions. A mixed-integer linear programming (MILP) problem is obtained by approximating these models with piecewise-linear functions. Procedures were developed to obtain simplified piecewise-linear approximations that ensure a given accuracy with respect to complex and precise models. Computational experiments showed that the integrated production optimization problem can be solved sufficiently fast for real-time applications. Further, the operational conditions calculated with the simplified models during the optimization process match the precise models. |
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| AbstractList | ► Production optimization for oil fields with complex routing degree of freedom. ► Simplified pressure drop models through multidimensional piecewise-linearization. ► Problems solved in real time obtaining sufficiently accurate solutions.
This paper develops a framework for integrated production optimization of complex oil fields such as Urucu, which has a gathering system with complex routing degree of freedom, limited processing capacity, pressure constraints, and wells with gas-coning behavior. The optimization model integrates simplified well deliverability models, vertical lift performance relations, and the flowing pressure behavior of the surface gathering system. The framework relies on analytical models history matched to field data and simulators tuned to reflect operating conditions. A mixed-integer linear programming (MILP) problem is obtained by approximating these models with piecewise-linear functions. Procedures were developed to obtain simplified piecewise-linear approximations that ensure a given accuracy with respect to complex and precise models. Computational experiments showed that the integrated production optimization problem can be solved sufficiently fast for real-time applications. Further, the operational conditions calculated with the simplified models during the optimization process match the precise models. |
| Author | Camponogara, Eduardo Gunnerud, Vidar Campos, Sthener Sunjerga, Snjezana Codas, Andrés |
| Author_xml | – sequence: 1 givenname: Andrés surname: Codas fullname: Codas, Andrés email: andrescodas@itk.ntnu.no organization: Department of Engineering Cybernetics, Norwegian University of Science and Technology, 7491 Trondheim, Norway – sequence: 2 givenname: Sthener surname: Campos fullname: Campos, Sthener organization: Department of Petroleum Engineering and Applied Geophysics, Norwegian University of Science and Technology, 7491 Trondheim, Norway – sequence: 3 givenname: Eduardo surname: Camponogara fullname: Camponogara, Eduardo organization: Department of Automation and Systems Engineering, Federal University of Santa Catarina, Cx.P. 476, Florianópolis, SC 88040-900, Brazil – sequence: 4 givenname: Vidar surname: Gunnerud fullname: Gunnerud, Vidar organization: Department of Engineering Cybernetics, Norwegian University of Science and Technology, 7491 Trondheim, Norway – sequence: 5 givenname: Snjezana surname: Sunjerga fullname: Sunjerga, Snjezana organization: Petroleum Engineering Reservoir Analysts, 7048 Trondheim, Norway |
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| Cites_doi | 10.1016/S0167-6377(03)00059-2 10.1021/ie8012117 10.1115/1.1488172 10.1287/opre.1090.0721 10.1007/s10107-009-0295-4 10.1016/j.compchemeng.2004.12.003 10.2118/77643-MS 10.1016/j.petrol.2009.11.003 10.1016/j.compchemeng.2009.10.019 10.2118/77658-MS 10.1016/j.jprocont.2010.06.003 10.2118/29124-PA 10.1007/s10957-009-9626-0 10.1016/j.compchemeng.2009.07.011 10.2523/4529-MS 10.1080/07408170500327345 10.2118/29125-MS 10.1021/ie034171z 10.1016/j.ejor.2011.08.027 |
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| Keywords | Oil fields Multidimensional piecewise-linear approximation Pressure drop modeling Routing constraints Integrated production optimization Freedom degree Complex system Oil field History Modeling Linear model Optimization Lift Computer integrated manufacturing Process planning Mixed integer programming Routing Experimental study Real time Real time system Operating conditions Engineering design Production management Oil industry Gas well Linear approximation Surface pressure Capacity constraint Gathering Simulator Piecewise linearization Piecewise-linear techniques |
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| References | Fetkovich (bib0055) 1973 Wang, Litvak, Aziz (bib0135) 2002 Campos, Teixeira, Vieira, Sunjerga (bib0030) 2010 Elgsaeter, Slupphaug, Johansen (bib0045) 2010; 34 Vielma, Nemhauser (bib0120) 2011; 128 Litvak, Darlow (bib0095) 1995 Gunnerud, Foss, Torgnes (bib0070) 2010; 20 Tech. rep., Department of Mathematics and Statistics, University of Edinburgh. Misener, Gounaris, Floudas (bib0110) 2009; 48 Keha, de Farias, Nemhauser (bib0075) 2004; 32 Wang, Aziz, Litvak (bib0130) 2002 Misener, Floudas (bib0105) 2010; 145 Standing (bib0115) 1952 Buitrago, Rodriguez, Espin (bib0015) 1996 Alarcón, Torres, Gomez (bib0005) 2002; 124 Camponogara, Plucenio, Teixeira, Campos (bib0025) 2010; 70 Grothey, A., & McKinnon, K., 2000 March. Camponogara, Nakashima (bib0020) 2006; 38 Bieker, Slupphaug, Johansen (bib0010) 2006 Litvak, Hutchins, Skinner, Darlow, Wood, Kuest (bib0100) 2002 Kosmidis, Perkins, Pistikopoulos (bib0085) 2004; 43 Kosmidis, Perkins, Pistikopoulos (bib0080) 2005; 29 Dutta-Roy, Kattapuram (bib0040) 1997 Vielma, Ahmed, Nemhauser (bib0125) 2010; 58 Litvak, Clark, Fairchild, Fossum, Macdonaldand, Wood (bib0090) 2002 Codas, Camponogara (bib0035) 2012; 217 Fang, Lo (bib0050) 1996; 11 Gunnerud, Foss (bib0065) 2010; 34 Fetkovich (10.1016/j.compchemeng.2012.06.016_bib0055) 1973 Codas (10.1016/j.compchemeng.2012.06.016_bib0035) 2012; 217 Kosmidis (10.1016/j.compchemeng.2012.06.016_bib0080) 2005; 29 Misener (10.1016/j.compchemeng.2012.06.016_bib0110) 2009; 48 Camponogara (10.1016/j.compchemeng.2012.06.016_bib0020) 2006; 38 Camponogara (10.1016/j.compchemeng.2012.06.016_bib0025) 2010; 70 Campos (10.1016/j.compchemeng.2012.06.016_bib0030) 2010 Keha (10.1016/j.compchemeng.2012.06.016_bib0075) 2004; 32 Litvak (10.1016/j.compchemeng.2012.06.016_bib0095) 1995 Standing (10.1016/j.compchemeng.2012.06.016_bib0115) 1952 Kosmidis (10.1016/j.compchemeng.2012.06.016_bib0085) 2004; 43 Vielma (10.1016/j.compchemeng.2012.06.016_bib0125) 2010; 58 Wang (10.1016/j.compchemeng.2012.06.016_bib0135) 2002 Fang (10.1016/j.compchemeng.2012.06.016_bib0050) 1996; 11 Bieker (10.1016/j.compchemeng.2012.06.016_bib0010) 2006 Elgsaeter (10.1016/j.compchemeng.2012.06.016_bib0045) 2010; 34 10.1016/j.compchemeng.2012.06.016_bib0060 Gunnerud (10.1016/j.compchemeng.2012.06.016_bib0065) 2010; 34 Wang (10.1016/j.compchemeng.2012.06.016_bib0130) 2002 Alarcón (10.1016/j.compchemeng.2012.06.016_bib0005) 2002; 124 Litvak (10.1016/j.compchemeng.2012.06.016_bib0090) 2002 Litvak (10.1016/j.compchemeng.2012.06.016_bib0100) 2002 Gunnerud (10.1016/j.compchemeng.2012.06.016_bib0070) 2010; 20 Vielma (10.1016/j.compchemeng.2012.06.016_bib0120) 2011; 128 Dutta-Roy (10.1016/j.compchemeng.2012.06.016_bib0040) 1997 Misener (10.1016/j.compchemeng.2012.06.016_bib0105) 2010; 145 Buitrago (10.1016/j.compchemeng.2012.06.016_bib0015) 1996 |
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| SubjectTerms | Applied sciences Crude oil, natural gas and petroleum products Energy Exact sciences and technology Fuels Integrated production optimization Inventory control, production control. Distribution Mathematical programming Multidimensional piecewise-linear approximation Oil fields Operational research and scientific management Operational research. Management science Pressure drop modeling Prospecting and production of crude oil, natural gas, oil shales and tar sands Routing constraints |
| Title | Integrated production optimization of oil fields with pressure and routing constraints: The Urucu field |
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