Object
Title: Fault detection in coal fired power plants using nonlinear filtering
Contributor:
Korbicz, Józef - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
On the contrary to many recent attempts using knowledge-based system techniques where diagnostic analysis is based solely on measurable and observable data, in this work we propose to investigate the adaptive inclusion of a state and/or parameter estimation module in the diagnostic reasoning loop, in addition to employing information based on measurable data. ; The design methodology is a new layered knowledge base that houses heuristics knowledge in the high-levels and the process-general estimation knowledge in the low-levels. The purpose of this paper is to present the failure detection issues of the deaerator control subsystem for the coal fired power plant. The main emphasis is placed upon the model-based redundancy methods which create the low-levels of the knowledge base. ; Due to the highly nonlinear nature of the power plant dynamic, the modified extended Kalman filters are designed for use as detection filters. The developed approach is shown to be effective in detecting and isolating failures of a subsystem of a power plant with an appropriate degree of complexity.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 2, number 1 (1992) ; click here to follow the link
Language:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS)
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (1992)
Last modified:
Sep 1, 2021
In our library since:
Jul 3, 2020
Number of object content hits:
65
All available object's versions:
https://zbc.uz.zgora.pl/publication/63778
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International Journal of Applied Mathematics and Computer Science (AMCS)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 26 (2016)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 25 (2015)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 24 (2014)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 23 (2013)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 22 (2012)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 21 (2011)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 20 (2010)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 19 (2009)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 18 (2008)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 17 (2007)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 16 (2006)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 15 (2005)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 13 (2003)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 12 (2002)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 11 (2001)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 10 (2000)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 9 (1999)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 8 (1998)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 7 (1997)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 6 (1996)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 5 (1995)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 4 (1994)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 3 (1993)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 2 (1992)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 2, number 1 (1992)
- Optimal routing and frame distribution assignment problem in the integrated services digital network
- Load control in distributed database based multistage decision-making system
- A formal data model and object algebra for object-oriented databases
- Petri net approach to the synthesis of self-reprogramming control software
- Fault detection in coal fired power plants using nonlinear filtering
- Optimal sensors location for parameter identification of distributed systems
- Approximate controllability of second order dynamical systems
- Order optimal real-time observers for completely observable control systems
- An inverse problem of a differential equation in a Banach space
- Automation of decision making in management systems
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 2, number 2 (1992)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 2, number 1 (1992)
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International Journal of Applied Mathematics and Computer Science (AMCS),volume 1 (1991)
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International Journal of Applied Mathematics and Computer Science (AMCS), volume 26 (2016)
| Edition name | Date |
|---|---|
| Fault detection in coal fired power plants using nonlinear filtering | Sep 1, 2021 |
