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Intelligent Systems in Oil Field Development under Uncertainty / Marco A. C. Pacheco (u. a.) / Buch / Studies in Computational Intelligence / Englisch / 2009 / Springer Berlin / EAN 9783540929994 - Pacheco, Marco A. C.
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Intelligent Systems in Oil Field Development under Uncertainty / Marco A. C. Pacheco (u. a.) / Buch / Studies in Computational Intelligence / Englisch / 2009 / Springer Berlin / EAN 9783540929994 - edition reliée, livre de poche

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Intelligent Systems in Oil Field Development under Uncertainty - Pacheco, Marco A.C. / Vellasco, Marley M. B. R.
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2009, ISBN: 9783540929994

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ISBN: 9783540929994

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Intelligent Systems in Oil Field Development under Uncertainty - Pacheco, Marco A. C. (Herausgeber); Vellasco, Marley M. B. R. (Herausgeber)
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Intelligent Systems in Oil Field Development under Uncertainty - edition reliée, livre de poche

2009, ISBN: 3540929991

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Intelligent Systems in Oil Field Development under Uncertainty - Pacheco, Marco A. C. und Marley M. B. R. Vellasco
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Intelligent Systems in Oil Field Development under Uncertainty

The decision to invest in oil field development is an extremely complex problem, even in the absence of uncertainty, due to the great number of technological alternatives that may be used, to the dynamic complexity of oil reservoirs - which involves multiphase flows (oil, gas and water) in porous media with phase change, and to the complicated combinatorial optimization problem of choosing the optimal oil well network, that is, choosing the number and types of wells (horizontal, vertical, directional, multilateral) required for draining oil from a field with a view to maximizing its economic value. The present book is a result of about 4 years of research in this area through a partnership between the Applied Computational Intelligence Laboratory (ICA) of the Department of Electrical Engineering at PUC-Rio, and Petrobras, through its R&D (research and development) program called PRAVAP (Advanced Oil Recovery Program), which is linked to its research center (CENPES). The book makes use of computational intelligence techniques, especially genetic algorithms, genetic programming, neural networks, fuzzy logic and neuro-fuzzy systems for purposes of solving this investment under uncertainty problem. These techniques are combined with modern finance theory, particularly with the real options theory, also known as the investment under uncertainty theory, in such a way as to provide practical as well as theoretically rigorous solutions. This partnership, through which countless master's and doctoral theses were produced at PUC-Rio and computational methodologies and programs were developed for Petrobras, has been summarized in this original and comprehensive work, now available to a wider audience of researchers and interested readers. TOC:ANEPI: Economic Analysis of Oil Field Development Projects under Uncertainty.- Real Options Theory.- Decision Support Methods.- Intelligent Optimization System for Selecting Alternatives for Oil Field Exploration by means of Evolutionary Computation .- Real Option Value Calculation by Monte Carlo Simulation and Approximation by Fuzzy Numbers and Genetic Algorithms.- Analysis of Alternatives for Oil Field Development under Uncertainty.- High-Performance Processing for E/P.

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EAN (ISBN-13): 9783540929994
ISBN (ISBN-10): 3540929991
Version reliée
Date de parution: 2009
Editeur: Springer Berlin
288 Pages
Poids: 0,600 kg
Langue: eng/Englisch

Livre dans la base de données depuis 2008-02-28T21:29:31+01:00 (Zurich)
Page de détail modifiée en dernier sur 2023-11-02T16:23:06+01:00 (Zurich)
ISBN/EAN: 3540929991

ISBN - Autres types d'écriture:
3-540-92999-1, 978-3-540-92999-4
Autres types d'écriture et termes associés:
Auteur du livre: pacheco, vella, pache, marley
Titre du livre: uncertainty, development, oil, intelligent, field studies


Données de l'éditeur

Auteur: Marco A. C. Pacheco; Marley M. B. R. Vellasco
Titre: Studies in Computational Intelligence; Intelligent Systems in Oil Field Development under Uncertainty
Editeur: Springer; Springer Berlin
288 Pages
Date de parution: 2009-04-27
Berlin; Heidelberg; DE
Imprimé / Fabriqué en
Langue: Anglais
160,49 € (DE)
164,99 € (AT)
177,00 CHF (CH)
POD
XX, 288 p.

BB; Hardcover, Softcover / Technik/Allgemeines, Lexika; Mathematik für Ingenieure; Verstehen; algorithm; algorithms; combinatorial optimization; computational intelligence; development; electrical engineering; fuzzy; fuzzy logic; fuzzy system; genetic algorithms; intelligence; neural networks; optimization; simulation; uncertainty; Engineering Economics; Mathematical and Computational Engineering Applications; Industrial Management; Artificial Intelligence; Industrial Chemistry; Environmental Economics; Ingenieurswesen, Maschinenbau allgemein; Management und Managementtechniken; Künstliche Intelligenz; Industrielle Chemie und Chemietechnologie; Umweltökonomie; EA; BC

ANEPI: Economic Analysis of Oil Field Development Projects under Uncertainty.- Real Options Theory.- Decision Support Methods.- Intelligent Optimization System for Selecting Alternatives for Oil Field Exploration by Means of Evolutionary Computation.- Real Option Value Calculation by Monte Carlo Simulation and Approximation by Fuzzy Numbers and Genetic Algorithms.- Analysis of Alternatives for Oil Field Development under Uncertainty.- High-Performance Processing for E&P.- Appendix A – Types of Uncertainty in Investment Projects.- Appendix B – Variance Reduction Techniques.- Appendix C – Stochastic Processes.- Appendix D – Grant, Vora and Weeks Algorithm for Determining the Value of an American Option.- Appendix E – Calculation of the Mean Value and Variance of Fuzzy Numbers.- Appendix F – Real Options Valuation Methods.- Appendix G – Analytical Model of the Expansion Option Problem.- Appendix H – CORBA Architecture.
Presents applications of intelligent decision support systems to oil field development under uncertainty Includes supplementary material: sn.pub/extras

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