Toward A Practical Multi-agent System for Integrated Control and Asset Management of Petroleum Production Facilities

Atalla F. Sayda, James H. Taylor
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引用次数: 16

Abstract

This paper addresses a practical intelligent multi-agent system for asset management for the petroleum industry, which is crucial for profitable oil and gas facilities operations and maintenance. A research project was initiated to study the feasibility of an intelligent asset management system. Having proposed a conceptual model, architecture, and implementation plan for such a system in previous work [1], [2], [3], we define the autonomy, communications, and artificial intelligence (AI) requirements of the component agents of such a system. We also discuss the software implementation of such agents. Furthermore, we describe a simple system prototype, and conduct a real time simulation experiment to analyze the prototype performance. Simulation results reveal that MATLAB can be used to build high performance real-time multi-agent systems, which can be used for many applications.
石油生产设施综合控制与资产管理实用多智能体系统研究
本文研究了一种实用的石油工业资产管理智能多智能体系统,该系统对油气设施的盈利运营和维护至关重要。启动了一个研究项目,研究智能资产管理系统的可行性。在之前的工作[1],[2],[3]中,我们提出了这样一个系统的概念模型,架构和实现计划,我们定义了这样一个系统的组件代理的自主性,通信和人工智能(AI)需求。我们还讨论了这些代理的软件实现。此外,我们描述了一个简单的系统原型,并进行了实时仿真实验来分析原型的性能。仿真结果表明,MATLAB可用于构建高性能实时多智能体系统,可用于多种应用场合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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