“Condition monitoring of power plants using extended Kalman filtering”
Authors: Øyvin Skarstein,Affiliation: SINTEF
Reference: 1988, Vol 9, No 3, pp. 149-163.
Keywords: Condition monitoring, Extended Kalman Filtering, hydro power plant, fault detection, hydraulic performance
Abstract: Extended Kalman Filtering (EKF) is applied to the condition monitoring of hydro-power production plants. This method is well suited to real-time failure detection and identification. This paper presents one important application: monitoring of hydraulic performance of hydro-power plants.
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DOI: 10.4173/mic.1988.3.4References:
[1] CYPROS-EXKALM. (1985). Program System for Extended Kalman Filtering, Computer Aided Modelling.CAMO, Trondheim.
[2] DIGERNES, T. (1980). Real-time failure detection and identification applied to supervision of oil transport in pipelines, Modeling, Identification and Control, vol 1, 39-49 doi:10.4173/mic.1980.1.3
[3] ISERMANN, R. (1982). Process fault detection based on modelling and estimation methods, Plenary paper at the 6th IFAC Symposium on Identification and System Parameter Estimation, Washington D.C.,.Proc. publ. by Pergamon Press, Oxford.
[4] MEHRA, R.K. PESCHON, I. (1971). An innovation approach to fault detection and diagnosis in dynamical systems, Automatica, 7, 637-640 doi:10.1016/0005-1098(71)90028-8
[5] SKARSTEIN, Ø. NIELSON, T.K. (1984). Condition monitoring in power stations: Calculations of possible benefits, EFI TR 3158, Trondheim..In Norwegian.
[6] SKATTEBOE, R. (1986). Diamond, Knowledge-based Diagnosis and Maintenance Planning, Proceedings from Expert Systems and their Applications, 1986. Avignon, April.
[7] SKATTEBOE, R. (1985). Diagnostic tool for condition monitoring, Kongsberg KVATRO, Trondheim.
[8] SKATTEBOE, R., TANGEN, G. BERGE, K. (1987). Models applied in knowledge-based diagnosis, EPRI Symp. on Expert Systems in Power Plants, Boston, May 27-29.
[9] WILLSKY, A.S. (1976). A survey of design methods for failure detection in dynamic systems, Automatica, 12, 601-611 doi:10.1016/0005-1098(76)90041-8
BibTeX:
@article{MIC-1988-3-4,
title={{Condition monitoring of power plants using extended Kalman filtering}},
author={Skarstein, Øyvin},
journal={Modeling, Identification and Control},
volume={9},
number={3},
pages={149--163},
year={1988},
doi={10.4173/mic.1988.3.4},
publisher={Norwegian Society of Automatic Control}
};