A Concept of the Real-time Diagnostic System for Prototype Engines - Architecture and Algorithm

Vitaly Promyslov; Stanislav Masolkin

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Paper

A Concept of the Real-time Diagnostic System for Prototype Engines - Architecture and Algorithm

Topics: Information-Based Models for Control; Intelligent Fault Detection and Identification; Machine Learning in Control Applications; Real-Time Systems Control

In Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO, 360-365, 2013 , Reykjavík, Iceland

Authors: Vitaly Promyslov and Stanislav Masolkin

Affiliation: V. A. Trapeznikov Institute of Control Sciences, Russian Federation

Keyword(s): Modeling, Diagnostic, Real Time, SVM, Software Architecture.

Related Ontology Subjects/Areas/Topics: Informatics in Control, Automation and Robotics ; Information-Based Models for Control ; Intelligent Control Systems and Optimization ; Intelligent Fault Detection and Identification ; Machine Learning in Control Applications ; Real-Time Systems Control ; Signal Processing, Sensors, Systems Modeling and Control

Abstract: The paper summarizes the main ideas and methods used in a software design of the real time diagnostic system for an advanced engines prototype test bed. The software architecture of the diagnostic systems is built on a top of the multiprocessor computer system which allows affectively performs various tasks. The SVM (support vector machine) algorithm is discussed from a point of view its real time implementation. The simulation results are presented and discussed.

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Paper citation in several formats:

Promyslov, V. and Masolkin, S. (2013). A Concept of the Real-time Diagnostic System for Prototype Engines - Architecture and Algorithm. In Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO; ISBN 978-989-8565-70-9; ISSN 2184-2809, SciTePress, pages 360-365. DOI: 10.5220/0004426703600365

@conference{icinco13,
author={Vitaly Promyslov and Stanislav Masolkin},
title={A Concept of the Real-time Diagnostic System for Prototype Engines - Architecture and Algorithm},
booktitle={Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO},
year={2013},
pages={360-365},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004426703600365},
isbn={978-989-8565-70-9},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics - Volume 2: ICINCO
TI - A Concept of the Real-time Diagnostic System for Prototype Engines - Architecture and Algorithm
SN - 978-989-8565-70-9
IS - 2184-2809
AU - Promyslov, V.
AU - Masolkin, S.
PY - 2013
SP - 360
EP - 365
DO - 10.5220/0004426703600365
PB - SciTePress