多药剂技术在石油生产中的应用

Kun Li, Zhong-da Tian, Xian-wen Gao
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引用次数: 2

摘要

多智能体系统(MAS)是一组通过相互通信、协作和协作来完成共同任务的智能体。它具有自组织、自学习和自推理的能力。MAS是近年来分布式人工智能领域的研究热点之一。它广泛应用于社会领域的各个方面,为复杂系统的研究提供了新的思路。本文首先回顾了多智能体技术在多个社会领域的应用,展示了多智能体技术在不同社会领域的广泛可用性和解决各种复杂问题的良好能力。石油生产过程具有复杂性、多变量性和不确定性等特点。传统的油田生产技术在现代环境下面临着诸多的局限性。有必要采用先进和适当的方法来提高生产技术。MAS作为一种解决复杂问题的良好理论,被越来越多的研究者用来解决石油生产过程中的各种难题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application of multi-agent technique in petroleum production
Multi-agent system (MAS) is a set of intelligent agents which can perform common tasks by communicating, cooperating and collaborating with each other. It has the abilities of self-organization, self-learning and self-reasoning. In recent years, MAS is one of the hot researches in the field of distributed artificial intelligence. It is widely used in various aspects of the social field and provides a new idea for complex system. This paper firstly has a review to introduce multi-agent technique implemented in many social fields to show its extensive usability in different social fields and well ability to solve different complex problems. Petroleum production processes possess the characteristics of complexity, multi-variables and uncertainty etc. Traditional production techniques in petroleum field have faced lots of limitations in modern environment. It is necessary to adopt advanced and appropriate methods to improve production techniques. As a well theory for solving complex problems, MAS is utilized by more and more researchers to deal with different difficult problems in petroleum production processes.
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