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Expert fault detection and diagnosis for the refrigeration process of a hydraulic power plant

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4 Author(s)
Berrios, R. ; Dept. of Electr. Eng., Pontificia Univ. Catolica de Chile, Santiago ; Nunez, F. ; Cipriano, A. ; Paredes, R.

In this paper we discuss the components and design of each part of an expert system for fault detection and diagnosis in the refrigeration process of a hydraulic power station. Given a minimum group of measurements, it is possible to extract behavior patterns for the whole system. The knowledge base is obtained by simulating the dynamic behavior of the process. The expert system was designed for a 580 MW power plant called Central Pehuenche, located in Chile. The system shows a 96% of detection effectiveness under different operation conditions.

Published in:

Control Conference, 2008. CCC 2008. 27th Chinese

Date of Conference:

16-18 July 2008