A free powerpoint ppt presentation displayed as a flash slide show on id. Machine learning and modeling helps the engineer step into the current and most popular advances in reservoir simulation, learning from current experiments and speeding up potential collaboration opportunities in research and technology. Co2 injection in an oil reservoir with gas cap core. Integration of reservoir modelling with oil field planning. Exhaustive search of solution space and quantification of uncertainties associated with geologic model. Pdf representation of capillary pressure hysteresis in. Simulation to predict the well and reservoir performance is a very important and established process in reservoir engineering. Braided fluvial reservoirs form some of the worlds giant oilfields and are found in. Oil production from fractured reservoirs by water displacement.
Reservoir model is typically singlelayer homogeneous shoe box. The overall chronology just described was recently told in a memoir titled too much by half the coming cut in proved oil reserves dietrich 2019, published by amazon. Jual tpg4160 reservoir simulation kardel 20 professor jon. History matching sometimes referred to as reservoir model validation is a process that helps reservoir engineers to validate reservoir models using production history data. Field analysis through integrated modeling and simulation. The equation for a closed gas reservoir can be written as follows kleppe. Representation of capillary pressure hysteresis in reservoir simulation j kleppe, p delaplace, r lenormand, g hamon, e chaput spe annual technical conference and exhibition, 1997. Accuracy with which the geological description of the reservoir is matched discretisation of the flow equations heriot watt university, reservoir simulation course grid. Provided that you have a decent knowledge of reservoir engineering and numerical methods. Two related issues are involved in choosing a grid for reservoir simulation.
Department of petroleum engineering and applied geophysics 7. Faq referenc es summar y info discretization of flow equation solutions of the difference equation flow equations boundary conditions questions nomenclature initial condition general information title. He has also coauthored two books, which have been published by elsevier. Advanced petroleum reservoir simulation wiley online books. Compositional simulation petroleum reservoir petroleum. The effect of the wettability change on the reservoir simulation, due to hysteresis capillary pressure, indicated higher oil recovery in. Phd, alf sebastian lackner phd, prof jon kleppe and jan ivar jensen for their personal and academic.
Here we attempt to give the reader an introduction to the mathematics and the numerics behind reservoir simulation. There are six simulation working parameters that have to be defined to select the appropriate model. Mathematical development is kept to a minimum since this is covered in depth in many books and the literature. Compositional reservoir simulations should be performed to. The objectives of the 1989 conference, which were broadly similar to those of the previous one, were. Reservoir simulation has been in practice for more than 50 years, but. Jual tpg4160 reservoir simulation kardel 20 professor jon kleppe itb dengan harga rp49.
Numerical reservoir simulation topic overview an introduction to standard numerical solution techniques for reservoir flow equations. In proceedings from conference on reservoir description and simulation with emphasis on eor, oslo, oslo, norway, september 1986. Updated with new exercises, a new glossary and a new chapter on how to create the data to run a simulation, this comprehensive reference presents stepbystep numerical procedures in an easy to understand format. Nolte schlumberger technology corporation, usa more than years ago, the first edition of reservoir stimulation was published. Tpg4160 reservoir simulation 2015 handout note 7 norwegian university of science and technology professor jon kleppe department of petroleum engineering and applied geophysics 26115 page 3 of 11 the shape of the gasoil curves will of course depend on the surface tension properties of the system, as well as on the rock characteristics. Examination paper for tpg4160 reservoir simulation academic contact during examination. Upstream mobility term expansion of discretized equations boundary conditions impes method limitations of the impes method. What is the importance of history matching in reservoir. Sig4042 reservoir simulation 2002 lecture note 4 norwegian university of science and technology professor jon kleppe department of petroleum engineering and applied geophysics 31. Pdf petroleum reservoir simulation ebook download and. R basic applied reservoir simulation, spe textbook series vol. In addition, he will develop practical skills in deveopment and testing of reservoir simulation methods. The uncertainties includes reservoir complexity and its associated fluids, recovery. Jon kleppe, professor, director of center for integrated operations cited by 986 of norwegian university of science and technology, trondheim ntnu read 148 publications contact jon kleppe.
My academic credentials in geology and engineering science were a perfect fit with the emerging technology of reservoir simulation. This reference explains common terminology, concepts, and equations through multiple figures and rigorous derivations, better preparing the engineer for the next step forward in a modeling project and avoid repeating existing progress. The students learn the approach how to attack the reservoir simulation problems. Download it once and read it on your kindle device, pc, phones or tablets.
Built on the fundamental concepts and solutions of the original exercises found in basic applied reservoir simulation turgay ertekin, jamal h. The student shall acquire stateofart knowledge withing selected parts of the field of reservoir simulation. Final exam tpg4160 reservoir simulation academic contact during examination. The course gives the theoretical basis for numerical simulation of fluid flow in petroleum reservoirs. Spor monograph, recent advances in improved oil recovery methods for north sea sandstone reservoirs. Tpg4160 reservoir simulation 2015 handout note 8 norwegian university of science and technology professor jon kleppe department of petroleum engineering and applied geophysics 26115 page 6 of 9 for the oil equation, this condition is handled as for the saturated case. Students will understand partial differential equations for single phase and multiphase flow in porous materials, and numerical solution. Part of the nato asi series book series nsse, volume 128. Tpg4160 reservoir simulation 2006 lecture note 6 norwegian university of science and technology professor jon kleppe department of petroleum engineering and applied geophysics 26. You could download first read basic reservoir simulation pdfs, there are many available online, and try to understand how.
Sisabosa, a program for stochastic modelling and evaluation of reservoir geology. The microscale physical experiment simulation 2,3,4,5,6 first received attention. The course aims at giving the students basic knowledge of numerical simulation of fluid flow in petroleum reservoirs. Major steps involved in the development of a reservoir simulator.
Low salinity and engineered water injection for sandstone and. Tpg4160 reservoir simulation 2018 lecture note 1 norwegian university of science and technology professor jon kleppe department of petroleum engineering and applied geophysics 8. An introduction to the numerics of flow in porous media using. Numerical modeling of coupled fluid flow and reservoir geomechanics. Multiphase flow in fractured reservoirs springerlink.
This reference explains common terminology, concepts, and equations through multiple figures and rigorous derivations, better preparing. Reservoir simulation, or modeling, is one of the most powerful techniques currently available to the reservoir engineer. In particular, the author shows how to link geology and simulation inputthe most critical aspect of successful. The most common formulation used in reservoir simulation is the singleporosityreservoir approach. Purchase principles of applied reservoir simulation 4th edition. Petroleum reservoir simulation, second edition, introduces this novel engineering approach for petroleum reservoir modeling and operations simulations. A cd with software is provided in the back of the book, it contains a single phase reservoir simulator. Introduction to reservoir simulation analytical and. This is a very good elemental textbook on reservoir simulation. Reservoir simulation is the art of combining physics, mathematics, reservoir engineering, and computer programming to develop a tool for predicting hydrocarbon reservoir performance under various operating strategies. King, this new book provides an additional 180 exercises and solutions that fully illustrate the intricacies of reservoir simulation methodology. Operators can simulate detailed geological features and quantify uncertainties, by creating accurate production scenarios and, with the integration of precise models of the surface facilities and field operations, the intersect simulator produces reliable results which are constantly updated.
Applicability and rate sensitivity of several up scaling techniques in fractured reservoir simulation more by jon kleppe simple zonation and principal component analysis for speeding up porosity and permeability estimation from 4d seismic and production data more. However, since the limitations of the microscopic physical experiment process, underground reservoir environments such as high temperature and. Integration of time lapse seismic analysis with reservoir. The author, prof leonard f koederitz, distinguished teaching professor emeritus at the university of missourirolla is a highly notable author and teacher, with many teaching awards.
Students will understand partial differential equations for single phase and multiphase flow in porous materials, and numerical solution methods of these using finite difference methods. Applicability and rate sensitivity of several up scaling. Problems and solutions textbook book 28 kindle edition by ertekin, turgay, sun, qian, zhang, jian. Solution examination paper for tpg4160 reservoir simulation. Professor in petroleum engineering, ntnu 1981center director sfi io, 20072015. Continue faq referenc es summar y info discretization of flow. Reservoir stimulation sets forth a rationalisation of stimulation using reservoir engineering concepts, and addresses topics such as formation characterisation, hydraulic fracturing and matrix acidizing. He has published over 600 articles in journals, and conference proceedings in his research areas. Dynamic multiphase behavior, such as waterconing, gasconing, solution gas drive, cannot be modeled. Formation damage, which refers to a loss in reservoir productivity, is also examined comprehensively. Multiphase flow in such reservoirs adds to the complexity and has been studied extensively over the. Representation of capillary pressure hysteresis in reservoir. The simulation approach to fractured reservoirs is mainly of the two typessingle matrix block model and multiblock fracture matrix. Spe annual technical conference and exhibition, 1997.
An introduction to the numerics of flow in porous media. Phase behavior in reservoir simulation reservoir model design part of book. Conditional simulation of facies architecture in fluvial. Basic applied reservoir simulation, textbook series request pdf. This teaching textbook in hydrocarbon reservoir engineering is based on various lecture courses given by the author while employed in the training division of shell internationale petroleum maatschappij b. Some requirements from seismic methods for use in reservoir simulation models. J kleppe, p delaplace, r lenormand, g hamon, e chaput. Representation of capillary pressure hysteresis in reservoir simulation. Combining fibre processes and gaussian random functions for. In particular, the author shows how to link geology and simulation inputthe most critical aspect of successful reservoir. Use features like bookmarks, note taking and highlighting while reading reservoir simulation. Given that modern reservoir engineering is largely centered on numerical computer simulation and that reservoir engineers in the industry will likely spend much of their professional career building and running such simulators, the book aims to encourage the use of simulated models in an appropriate way and exercising good engineering judgment. Jan 01, 1992 fractured reservoir simulation is a relatively new field in mathematical reservoir modeling.
Dno printed or handwritten support material is allowed. No printed or handwritten support material is allowed. It contains many exercises and examples along with the theory. Tpg4160 reservoir simulation 2017professor jon kleppe. Constant oil production rate tpg4160 reservoir simulation. The first north sea oil and gas reservoirs conference was held in trondheim in 1985 as part. Applicable to any oil and gas recovery method, this book uses a blockcentered grid and a pointdistributed grid. Review of relative permeabilities and capillary pressures, reservoir recovery handout course, ntnu, 2001. It starts with a brief description of the goal of reservoir simulation. I miscible displacement, spe text book third printing, henry.
The intersect highresolution reservoir simulator is the answer to many of your reservoir challenges. Grid computing and parallel processing helps to a certain degree but cannot close the large gap that exists between simulation runs and realtime processing. A selection of recent journal publications, artistic productions, books. Jon kleppe norwegian university of science and technology. Chapter 12 simulation of carbonate reservoirs sciencedirect. Sepehrnoori is the director of the reservoir simulation joint industry project in the center of petroleum and geosystems engineering. The second edition followed in 1989 and contained substantial additions, updates and two new chapters. Tpg4160 reservoir simulation 2015 handout note 8 norwegian university of science and technology professor jon kleppe department of petroleum engineering and applied geophysics 26115 page 7 of 9 solution by impes method the procedure for impes solution is similar to the previous cases. The application of the conventional upscaling techniques to predict fractured reservoir performance through grid coarsening can dramatically reduce the time and cost needed for fieldscale simulation.
The primary aim of the book is to present the basic physics of reservoir engineering. Compositional simulation sig4042 reservoir simulation 4 h c 6 2 h c 8 3 h c 10 4 h c 12 5 h c 14 6 h c 16 7 h c 18 8 h c faq references summary info definitions introduction flow equations questions nomenclature functional dependencies black oil model as a pseudocompositional model home handouts pdf file contents flow equations introduction. This chapter introduces the basic concepts and terms used in the book. Principles of applied reservoir simulation 4th edition. Purchase petroleum reservoir simulations 1st edition. Introduction to reservoir simulation analytical and numerical. Mathematics of analytical simulation is based on singlephase fluid. Jon kleppe professor, director of center for integrated. In this highly anticipated volume, the worldrenowned authors take a basic approach to present the principles of petroleum reservoir simulation in an easytouse and accessible format. Ppt numerical reservoir simulation powerpoint presentation. The theory is based on an engineering approach, which avoids the use of pdes. An improved dual porosity model for simulation of multiphase flow in fractured reservoirs is discussed. Reservoir simulation petroleum reservoir permeability.
Tpg4145 reservoir fluids and flow 2019present tpg4115 reservoir property determination by core analysis and well testing 20122016, 2019present pg8601 specialized reservoir simulation models. Reservoir simulation, monograph series, spe, richardson, tx 1990. What makes this book so different and valuable to the engineer is the accompanying software, used by reservoir engineers all over the world every day. Even though the art of reservoir simulation has evolved through more than four decades, there is still a substantial research activity that aims toward faster, more robust, and more accurate reservoir simulators. Tpg4160 reservoir simulation 2006 handout note 14 norwegian university of science and technology professor jon kleppe department of petroleum engineering and applied geophysics 20. Chapter 6 appendix decisiondriven data analytics for well. Size of the reservoir models grow, the time required for each run increases.
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