Fuzzy expert system for solving lost circulation problem

机译：解决流失问题的模糊专家系统

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Lost circulation is the most common problem encountered when drilling. This paper describes a distributed hybrid intelligent system, called SmartDrill, using fuzzy logic, expert system framework and Web services for helping petroleum engineers to diagnose and solve lost circulation problems. The fuzzy algebra of strict monotonic operations is used as an underlying model for expert system development. Its realization in inference procedures of expert systems is simpler than for expert systems based on lexicographic operations. Overall, the system architecture is discussed and implementation details are provided. The system is aimed to help in making decisions at the operational level and is at field testing phase in PEMEX, Mexican Oil Company.

机译：钻井漏失是最常见的问题。本文介绍了一种分布式混合智能系统，称为SmartDrill，它使用模糊逻辑，专家系统框架和Web服务来帮助石油工程师诊断和解决漏油问题。严格单调运算的模糊代数用作专家系统开发的基础模型。它在专家系统的推理过程中的实现比对基于词典编纂操作的专家系统的实现要简单。总体上，讨论了系统架构并提供了实现细节。该系统旨在帮助在运营级别做出决策，并且处于墨西哥石油公司PEMEX的现场测试阶段。

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《》|2005年|P.6|共1页
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Sheremetov; L.; Batyrshin; I.; Martinez; J.; Rodriguez; H.; Filatov; D.;
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中图分类工业技术;
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Internet; expert systems; fuzzy logic; fuzzy systems; oil drilling; petroleum industry; process algebra; SmartDrill; Web services; distributed hybrid intelligent system; fuzzy algebra; fuzzy expert system; fuzzy logic; lost circulation problem; petroleum engineering;

机译：互联网;专家系统;模糊逻辑;模糊系统;石油钻探;石油工业;过程代数; SmartDrill; Web服务;分布式混合智能系统;模糊代数;模糊专家系统;模糊逻辑;遗漏问题;石油工程;

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专利

1. Fuzzy expert system for solving lost circulation problem [J] . Leonid Sheremetov, Ildar Batyrshin, Denis Filatov, Applied Soft Computing . 2008,第1期

机译：解决漏失问题的模糊专家系统
2. Application of decision tree, artificial neural networks, and adaptive neuro-fuzzy inference system on predicting lost circulation: A case study from Marun oil field [J] . Sabah Mohammad, Talebkeikhah Mohsen, Agin Farough, Journal of Petroleum Science & Engineering . 2019,第期

机译：决策树，人工神经网络和自适应神经模糊推理系统在预测丢失循环中的应用 - 以迈伦油田为例
3. The use of fuzzy relational thesauri for classificatory problem solving in information retrieval and expert systems [J] . Larsen H.L., Yager R.R. IEEE Transactions on Systems, Man, and Cybernetics . 1993,第1期

机译：模糊关系叙词表在信息检索和专家系统中解决分类问题的应用
4. Fuzzy expert system for solving lost circulation problem [C] . Sheremetov L., Batyrshin I., Martinez J., International Conference on Hybrid Intelligent Systems . 2005

机译：解决失去流通问题的模糊专家系统
5. Opening the black box of neural networks and breaking the knowledge acquisition bottleneck of fuzzy expert systems with a hybrid neuro-fuzzy image classification system. [D] . Qiu, Fang. 2000

机译：用混合神经模糊图像分类系统打开神经网络的黑匣子，打破模糊专家系统的知识获取瓶颈。
6. Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equations [O] . Nhung Cao, Martin Štěpnička -1

机译：局部模糊关系方程组的充分可解条件
7. Application of expert system to lost circulation problem in geothermal wells. [O] . Masahiro CHIBA, Shinji TAKASUGI, Shigeki MURAMATSU, 1989

机译：专家系统在地热井中遗传问题中的应用。

Fuzzy expert system for solving lost circulation problem

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