Proceedings ArticleDOI
Toward A Practical Multi-agent System for Integrated Control and Asset Management of Petroleum Production Facilities
Atalla F. Sayda,James Taylor +1 more
- pp 511-517
TLDR
The autonomy, communications, and artificial intelligence (AI) requirements of the component agents of such a system are defined and the software implementation of such agents are discussed.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.read more
Citations
More filters
Journal ArticleDOI
Machine learning and multi-agent systems in oil and gas industry applications: A survey
TL;DR: This paper aims to summarise the efforts to date of applying ML and MAS to OGI tasks, identify possible reasons for their low and slow uptake and suggest ways to ensure a greater adoption of these technologies in the OGI.
Proceedings ArticleDOI
Prototype design of a multi-agent system for integrated control and asset management of petroleum production facilities
James Taylor,Atalla F. Sayda +1 more
TL;DR: Although the preliminary system prototype design has limitations, simulation results have demonstrated an effective system logical behavior and performance.
Journal ArticleDOI
Fault Detection, Isolation and Accommodation Using the Generalized Parity Vector Technique
James Taylor,Maira Omana +1 more
TL;DR: In this paper, the generalized parity vector approach for fault detection and isolation is extended to achieve sensor accommodation in a two-phase separator followed by a three-phase gravity separator model used in oil production facilities.
Intelligent control and asset management of oil and gas production facilities
TL;DR: The objective of this PhD thesis is to design the ICAM system architecture, to analyze its multi-faceted requirements, and to verify and validate its performance and logical behavior in normal and abnormal process situations.
Proceedings ArticleDOI
A Multi-agent System for Integrated Control and Asset Management of Petroleum Production Facilities - Part 1: Prototype Design and Development
Atalla F. Sayda,James Taylor +1 more
TL;DR: This three-part paper thoroughly addresses the design and development of multi-agent system for asset management for the petroleum industry, which is crucial for profitable oil and gas facilities operations and maintenance.
References
More filters
Book
Using MPI: Portable Parallel Programming with the Message-Passing Interface
TL;DR: Using MPI as mentioned in this paper provides a thoroughly updated guide to the MPI (Message-Passing Interface) standard library for writing programs for parallel computers, including a comparison of MPI with sockets.
Book
MPI: The Complete Reference
TL;DR: MPI: The Complete Reference is an annotated manual for the latest 1.1 version of the standard that illuminates the more advanced and subtle features of MPI and covers such advanced issues in parallel computing and programming as true portability, deadlock, high-performance message passing, and libraries for distributed and parallel computing.
Journal ArticleDOI
A Review of Process Fault Detection and Diagnosis Part I : Quantitative Model-Based Methods
TL;DR: This three part series of papers is to provide a systematic and comparative study of various diagnostic methods from different perspectives and broadly classify fault diagnosis methods into three general categories and review them in three parts.
Book
Using MPI-2: Advanced Features of the Message Passing Interface
TL;DR: Using MPI is a completely up-to-date version of the authors' 1994 introduction to the core functions of MPI and covers the new extensions to basic MPI, which include parallel I/O, remote memory access operations, and dynamic process management.
Fault-tolerant control systems: the 1997 situation
TL;DR: The state of the art in a field which remains largely a theoretical topic with most application studies based upon aerospace systems is outlined and the directions in which the subject is going are summarised.
Related Papers (5)
Prototype design of a multi-agent system for integrated control and asset management of petroleum production facilities
James Taylor,Atalla F. Sayda +1 more
An implementation plan for integrated control and asset management of petroleum production facilities
Atalla F. Sayda,James Taylor +1 more
Fault Detection, Isolation and Accommodation Using the Generalized Parity Vector Technique
James Taylor,Maira Omana +1 more