Fuzzy Models for Calculation of Oil and Gas Reserves

Based on the principles of fuzzy modeling, the principles and algorithms of a mathematical model for predicting the parameters of oil and gas fields have been created using geological and geophysical information under conditions of uncertainty. Using the Mamdani algorithm, to obtain the final forecast rules, a chain of fuzzy relations between the initial and final forecast parameters was established by combining fuzzy relations, and for the forecast parameters in this case, the uncertainty field was used, since this field is a function of spatial coordinates.

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“… Construction of subsequent cuts with the parameter of the value of the membership function for the predictive model [2].…”

Section: Methodsmentioning

confidence: 99%

Algorithms and principles for the formation of mathematical models in predicting the parameters of gas and oil fields

Bayramov

Safarova

Huseynov

2023

International Conference on Digital Transformation: Informatics, Economics, and Education (DTIEE2023)

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Assessment of feasibility of projects for creating information and management systems of the electric power complex under conditions of uncertainty

Bayramov,

Isayeva,

Maliyeva

2023

E3S Web Conf.

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Evaluating the feasibility of implementing proposed projects for creating information management systems (IMS) for industrial facilities is a complex procedure due to the uncertainty surrounding the accurate data about the prepared project during its implementation. Therefore, the application of decision support methods, based on soft computing and methodology, is deemed appropriate to address the difficulties arising from non-factors (uncertainty, non-determinism) in the evaluation of the implementation of proposed projects for IMS creation. Consequently, the use of non-deterministic interval methods has been proposed for the evaluation of the suitability of project proposals for creating information management systems under conditions of interval non-determinism, highlighting its advantages.

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Fuzzy Models for Calculation of Oil and Gas Reserves

Cited by 2 publications

References 6 publications

Algorithms and principles for the formation of mathematical models in predicting the parameters of gas and oil fields

Algorithms and principles for the formation of mathematical models in predicting the parameters of gas and oil fields

Assessment of feasibility of projects for creating information and management systems of the electric power complex under conditions of uncertainty

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