Bookcover of Design of a Multi-Agent System for Process Monitoring and Supervision
Booktitle:

Design of a Multi-Agent System for Process Monitoring and Supervision

LAP LAMBERT Academic Publishing (2014-04-25 )

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ISBN-13:

978-3-659-53536-9

ISBN-10:
3659535362
EAN:
9783659535369
Book language:
English
Blurb/Shorttext:
New process monitoring and control strategies are developing every day together with process automation strategies to satisfy the needs of diverse industries. Fault detection and diagnosis are some of the new and promising growth areas in process control. With the help of the development of powerful computer systems, the extensive amount of process data from all over the plant can be put to use in an efficient manner by storing and manipulation. With this development, data-driven process monitoring approaches had the chance to emerge compared to model-based approaches. Therefore, the objective of this research is to layout the basis for designing and implementing a multi-agent system for process monitoring and supervision. The agent-based programming approach adopted in the research provides a number of advantages, such as, flexibility, adaptation and ease of use. The designed multi-agent system allows: a) easy manipulation and preprocessing of plant data both for training and online application; b) detection of process faults; and c) diagnosis of the source of the fault.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Onur Dogu
Number of pages:
172
Published on:
2014-04-25
Stock:
Available
Category:
Other
Price:
71.90 €
Keywords:
Multi Agent System, Principal Component Analysis, Self Organizing Maps, Process Supervision, Data driven process monitoring, Fisher Discriminant Analysis, process monitoring

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