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Authors: S. Manesis ; V. Deligiannis and M. Koutri

Affiliation: University of Patras, Greece

ISBN: 978-989-8111-30-2

Keyword(s): Intelligent control, Knowledge-based systems, Data mining, Wastewater treatment, Expert-Fuzzy Logic.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Computational Intelligence ; Enterprise Information Systems ; Fuzzy Control ; Fuzzy Systems ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Knowledge-Based Systems Applications ; Soft Computing

Abstract: Intelligent control of medium-scale industrial processes has been applied with success but, as a method of advanced control, can be further improved. Since intelligent control makes use of knowledge-based techniques (such as expert systems, fuzzy logic, neural networks, etc.), a data mining and knowledge discovery subsystem embedded in a control system can support an intelligent controller to achieve a more reliable and robust operation of the controlled process. This paper proposes a combined intelligent control and data mining scheme for monitoring and mainly for controlling a wastewater treatment plant. The intelligent control system is implemented in a programmable logic controller, while the data mining and knowledge discovery system in a personal computer. The entire control system is basically a knowledge-based system which improves drastically the behavior of the wastewater treatment plant.

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Paper citation in several formats:
Manesis S.; Deligiannis V.; Koutri M. and (2008). DATA MINING AND KNOWLEDGE DISCOVERY FOR MONITORING AND INTELLIGENT CONTROL OF A WASTEWATER TREATMENT PLANT.In Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-8111-30-2, pages 86-93. DOI: 10.5220/0001478400860093

@conference{icinco08,
author={S. Manesis and V. Deligiannis and M. Koutri},
title={DATA MINING AND KNOWLEDGE DISCOVERY FOR MONITORING AND INTELLIGENT CONTROL OF A WASTEWATER TREATMENT PLANT},
booktitle={Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2008},
pages={86-93},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001478400860093},
isbn={978-989-8111-30-2},
}

TY - CONF

JO - Proceedings of the Fifth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - DATA MINING AND KNOWLEDGE DISCOVERY FOR MONITORING AND INTELLIGENT CONTROL OF A WASTEWATER TREATMENT PLANT
SN - 978-989-8111-30-2
AU - Manesis, S.
AU - Deligiannis, V.
AU - Koutri, M.
PY - 2008
SP - 86
EP - 93
DO - 10.5220/0001478400860093

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