Offshore oilfield development planning under uncertainty and fiscal considerations

The development planning of an offshore oil and gas field infrastructure involves critical investment and operating decisions at an early stage of the project that impact the overall project profitability. These strategic/tactical decisions need to be made considering sufficient reservoir details, fiscal contracts with the government and uncertainty in the field parameters to be useful in practice. However, it makes the optimization problem difficult to model and solve. With this motivation, the objective of this paper is to present a comprehensive review of a unified modeling framework and solution strategies to address the issues of complex fiscal rules and endogenous uncertainties in the development planning of offshore oil and gas field infrastructure that relies on our recent work in this area. In particular, the paper emphasizes the need to have as a basis an efficient deterministic model that can account for various alternatives in the decision making process for a multi-field site incorporating sufficient level of details, while being computationally tractable for large instances. Consequently, such a model can be effectively extended to include other complexities, for instance a production sharing agreement and endogenous uncertainties. Computational results on the deterministic as well as multistage stochastic instances of the problem are discussed.

[1]  Patrick Linke,et al.  Optimisation of Oilfield Development Production Capacity , 2002 .

[2]  Jose M. Pinto,et al.  A bilevel decomposition technique for the optimal planning of offshore platforms , 2006 .

[3]  Ignacio E. Grossmann,et al.  An Iterative Aggregation/Disaggregation Approach for the Solution of a Mixed-Integer Nonlinear Oilfield Infrastructure Planning Model , 2000 .

[4]  Ignacio E. Grossmann,et al.  A Lagrangean decomposition approach for oil supply chain investment planning under uncertainty with risk considerations , 2013, Comput. Chem. Eng..

[5]  S. Peeta,et al.  Investing in the Links of a Stochastic Network to Minimize Expected Shortest Path. Length , 2004 .

[6]  R. Bratvold,et al.  Improving Investment Decisions Using a Stochastic Integrated Asset Model , 2001 .

[7]  Bjarne A. Foss,et al.  Oil production optimization - A piecewise linear model, solved with two decomposition strategies , 2010, Comput. Chem. Eng..

[8]  R. Ocampo-Pérez,et al.  Adsorption of Fluoride from Water Solution on Bone Char , 2007 .

[9]  D. Babusiaux,et al.  Oil and gas exploration and production : reserves, costs, contracts , 2011 .

[10]  John M. Wilson,et al.  Introduction to Stochastic Programming , 1998, J. Oper. Res. Soc..

[11]  C. Floudas,et al.  A Novel Continuous-Time Modeling and Optimization Framework for Well Platform Planning Problems , 2003 .

[12]  Zhigang Shang,et al.  An integrated mathematical programming approach for the design and optimisation of offshore fields , 2007, Comput. Chem. Eng..

[13]  Peter Behrenbruch Offshore Oilfield Development Planning , 1993 .

[14]  Ignacio E. Grossmann,et al.  An Efficient Multiperiod MINLP Model for Optimal Planning of Offshore Oil and Gas Field Infrastructure , 2012 .

[15]  Vassileios D. Kosmidis,et al.  Optimization of Well Oil Rate Allocations in Petroleum Fields , 2004 .

[16]  James P. Kelly,et al.  Optimizing Multiple-Field Scheduling and Production Strategy With Reduced Risk , 2004 .

[17]  Marco Antonio Guimarães Dias,et al.  Valuation of exploration and production assets: an overview of real options models , 2004 .

[18]  I. Grossmann,et al.  A disaggregation algorithm for the optimization of stochastic planning models , 1997 .

[19]  A. S. Cullick,et al.  Optimal Planning and Scheduling of Offshore Oil Field Infrastructure Investment and Operations , 1998 .

[20]  Marshall L. Fisher,et al.  An Applications Oriented Guide to Lagrangian Relaxation , 1985 .

[21]  Sylvain Mouret,et al.  A new Lagrangian decomposition approach applied to the integration of refinery planning and crude-oil scheduling , 2011, Comput. Chem. Eng..

[22]  M.C.A. Carvalho,et al.  An MILP model and solution technique for the planning of infrastructure in offshore oilfields , 2006 .

[23]  A. Grothey,et al.  Decomposing the optimization of a gas lifted oil well network , 2000 .

[24]  David L. Woodruff,et al.  A class of stochastic programs withdecision dependent random elements , 1998, Ann. Oper. Res..

[25]  Morten W. Lund,et al.  Valuing Flexibility in Offshore Petroleum Projects , 2000, Ann. Oper. Res..

[26]  Ignacio E. Grossmann,et al.  Computational strategies for non-convex multistage MINLP models with decision-dependent uncertainty and gradual uncertainty resolution , 2013, Ann. Oper. Res..

[27]  Christos T. Maravelias,et al.  Modeling methods and a branch and cut algorithm for pharmaceutical clinical trial planning using stochastic programming , 2010, Eur. J. Oper. Res..

[28]  Ignacio E. Grossmann,et al.  Solution strategies for multistage stochastic programming with endogenous uncertainties , 2011, Comput. Chem. Eng..

[29]  D. Lund,et al.  How to analyze the investment–uncertainty relationship in real option models? , 2005 .

[30]  I. Grossmann,et al.  A Lagrangean Decomposition Heuristic for the Design and Planning of Offshore Hydrocarbon Field Infrastructures with Complex Economic Objectives , 2001 .

[31]  Andrzej Ruszczynski,et al.  Decomposition methods in stochastic programming , 1997, Math. Program..

[32]  Fengqi You,et al.  Risk Management for a Global Supply Chain Planning Under Uncertainty : Models and Algorithms , 2009 .

[33]  Informationstechnik Berlin,et al.  Dual Decomposition in Stochastic Integer Programming , 1996 .

[34]  David L. Woodruff,et al.  Heuristics for Multi-Stage Interdiction of Stochastic Networks , 2005, J. Heuristics.

[35]  Efstratios N. Pistikopoulos,et al.  A mixed integer optimization formulation for the well scheduling problem on petroleum fields , 2005, Computers and Chemical Engineering.

[36]  Efstratios N. Pistikopoulos,et al.  Novel Optimization Approach of Stochastic Planning Models , 1994 .

[37]  Dag Haugland,et al.  Mathematical and computer modelling reports: Models for petroleum field exploitation , 1988 .

[38]  Benoit Couet,et al.  Field Optimization Tool for Maximizing Asset Value , 2004 .

[39]  Ignacio E. Grossmann,et al.  A new decomposition algorithm for multistage stochastic programs with endogenous uncertainties , 2014, Comput. Chem. Eng..

[40]  Nina Linn Ulstein,et al.  Tactical planning of offshore petroleum production , 2007, Eur. J. Oper. Res..

[41]  Ignacio E. Grossmann,et al.  Integrating complex economic objectives with the design and planning of offshore oilfield infrastructures , 2000 .

[42]  I. Dumitrescu,et al.  A Multistage Stochastic Programming Approach to Open Pit Mine Production Scheduling with Uncertain Geology , 2008 .

[43]  Denis José Schiozer,et al.  VALUE OF INFORMATION DURING APPRAISAL AND DEVELOPMENT OF PETROLEUM FIELDS , 2005 .

[44]  Kjetil K. Haugen,et al.  A Stochastic Dynamic Programming model for scheduling of offshore petroleum fields with resource uncertainty , 1996 .

[45]  Ignacio E. Grossmann,et al.  Optimal Development Planning of Offshore Oil and Gas Field Infrastructure under Complex Fiscal Rules , 2012 .

[46]  Roland N. Horne,et al.  Optimization of well placement under time-dependent uncertainty , 2004 .

[47]  A. Williams,et al.  The Use of Linear Programming and Mathematical Models in Under-Ground Oil Production , 1962 .

[48]  I. Grossmann,et al.  A multistage stochastic programming approach with strategies for uncertainty reduction in the synthesis of process networks with uncertain yields , 2006 .

[49]  Vijay Gupta,et al.  Modeling and Computational Strategies for Optimal Oilfield Development Planning under Fiscal Rules and Endogenous Uncertainties , 2013 .

[50]  V. Buyanov BP: Statistical Review of World Energy 2011 , 2011 .

[51]  Tor Arne Johansen,et al.  A structured approach to optimizing offshore oil and gas production with uncertain models , 2010, Comput. Chem. Eng..

[52]  Silvana Tordo Fiscal Systems for Hydrocarbons: Design Issues , 2007 .

[53]  Ignacio E. Grossmann,et al.  Multistage stochastic programming approach for offshore oilfield infrastructure planning under production sharing agreements and endogenous uncertainties , 2014 .

[54]  David Heath,et al.  Optimizing Multiple-Field Scheduling and Production Strategy with Reduced Risk , 2003 .

[55]  I. Grossmann,et al.  A Multistage Stochastic Programming Approach for the Planning of Offshore Oil or Gas Field Infrastructure Under Decision Dependent Uncertainty , 2008 .

[56]  I. Grossmann,et al.  New algorithms for nonlinear generalized disjunctive programming , 2000 .

[57]  Efstratios N. Pistikopoulos,et al.  A Mixed Integer Optimization Strategy for Integrated Gas/Oil Production , 2002 .

[58]  Ignacio E. Grossmann,et al.  A novel branch and bound algorithm for optimal development of gas fields under uncertainty in reserves , 2006, Comput. Chem. Eng..

[59]  M. Lund Real Options in Offshore Oil Field Development Projects , 1999 .

[60]  Amin Ettehadtavakkol,et al.  Stochastic Optimization and Uncertainty Analysis for E&P Projects: A Case in Offshore Gas Field Development , 2011 .

[61]  Senay Solak Efficient Solution Procedures for Multistage Stochastic Formulations of Two Problem Classes , 2007 .

[62]  Emmanuel Manceau,et al.  Uncertainty management: From geological scenarios to production scheme optimization , 2004 .

[63]  Georg Ch. Pflug On-Line Optimization of Simulated Markovian Processes , 1990, Math. Oper. Res..

[64]  T W Jonsbråten,et al.  Oil field optimization under price uncertainty , 1998, J. Oper. Res. Soc..

[65]  Mehmet Tarman,et al.  Optimizing Field Development Concepts for Complex Offshore Production Systems , 2007 .

[66]  Ignacio E. Grossmann,et al.  An Approach to the Representation of Gradual Uncertainty Resolution in Stochastic Multiperiod Planning , 2009 .

[67]  Ignacio E. Grossmann,et al.  Computers and Chemical Engineering , 2014 .

[68]  J. S. Aronofsky,et al.  A Linear Programming Model for Scheduling Crude Oil Production , 1958 .

[69]  Shabbir Ahmed,et al.  Strategic Planning Under Uncertainty: Stochastic Integer Programming Approaches , 2000 .

[70]  Ignacio E. Grossmann,et al.  A Class of stochastic programs with decision dependent uncertainty , 2006, Math. Program..

[71]  Ignacio E. Grossmann,et al.  A stochastic programming approach to planning of offshore gas field developments under uncertainty in reserves , 2004, Comput. Chem. Eng..

[72]  I. Grossmann,et al.  Modeling and Computational Strategies for Optimal Development Planning of Offshore Oilfields under Complex Fiscal Rules , 2012 .

[73]  J. Sullivan A Computer Model for Planning the Development of an Offshore Gas Field , 1982 .

[74]  Rüdiger Schultz,et al.  Stochastic programming with integer variables , 2003, Math. Program..

[75]  Mark J. Kaiser Fiscal system analysis – contractual systems , 2006 .

[76]  Tore Wiig Jonsbråten,et al.  Optimization models for petroleum field exploitation , 1998 .

[77]  I. Grossmann,et al.  A Bilevel Decomposition Algorithm for Long-Range Planning of Process Networks , 1998 .

[78]  Christos T. Maravelias,et al.  A stochastic programming approach for clinical trial planning in new drug development , 2008, Comput. Chem. Eng..

[79]  Nikolaos V. Sahinidis,et al.  Optimization under uncertainty: state-of-the-art and opportunities , 2004, Comput. Chem. Eng..

[80]  John M. Bohannon,et al.  A Linear Programming Model for Optimum Development of Multi-Reservoir Pipeline Systems , 1970 .

[81]  Salvador Hernández-Castro,et al.  Mixed-integer multiperiod model for the planning of oilfield production , 2002 .

[82]  Miguel J. Bagajewicz,et al.  Financial Risk Management in Offshore Oil Infrastructure Planning and Scheduling , 2004 .