Fault diagnosis system for the Outokumpu flash smelting process

Sirkka-Liisa Jämsä-Jounela; E. Vapaavuori; T. Salmi; M. Grönbärj; M. Vermasvuori

doi:10.1016/S1474-6670(17)37033-7

Fault diagnosis system for the Outokumpu flash smelting process

Sirkka-Liisa Jämsä-Jounela, E. Vapaavuori, T. Salmi, M. Grönbärj, M. Vermasvuori

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Abstract

Fault diagnosis systems have attracted growing interest in a number of engineering fields. The number of applications has increased and successful results have been widely reported. This paper presents and outlines a fault diagnosis system for flash smelting. The system monitors the states of the process by means of Kohonen Self-Organising Maps and performs the fault diagnosis of the process equipment by analysing the operation of the process equipment. Finally the results of the off-line testing of the system are reported and discussed.

Original language	English
Pages (from-to)	431-436
Journal	IFAC PROCEEDINGS VOLUMES
DOIs	https://doi.org/10.1016/S1474-6670(17)37033-7
Publication status	Published - 2000
MoE publication type	A4 Conference publication
Event	IFAC Workshop on Future Trends in Automation of the Mineral and Metal Processing - Espoo, Finland Duration: 22 Aug 2000 → 24 Aug 2000

Keywords

fault diagnosis
flash smelting
inference
Kohonen self-organizing maps
Rete

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10.1016/S1474-6670(17)37033-7

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title = "Fault diagnosis system for the Outokumpu flash smelting process",

abstract = "Fault diagnosis systems have attracted growing interest in a number of engineering fields. The number of applications has increased and successful results have been widely reported. This paper presents and outlines a fault diagnosis system for flash smelting. The system monitors the states of the process by means of Kohonen Self-Organising Maps and performs the fault diagnosis of the process equipment by analysing the operation of the process equipment. Finally the results of the off-line testing of the system are reported and discussed.",

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journal = "IFAC PROCEEDINGS VOLUMES",

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T1 - Fault diagnosis system for the Outokumpu flash smelting process

AU - Jämsä-Jounela, Sirkka-Liisa

AU - Vapaavuori, E.

AU - Salmi, T.

AU - Grönbärj, M.

AU - Vermasvuori, M.

PY - 2000

Y1 - 2000

N2 - Fault diagnosis systems have attracted growing interest in a number of engineering fields. The number of applications has increased and successful results have been widely reported. This paper presents and outlines a fault diagnosis system for flash smelting. The system monitors the states of the process by means of Kohonen Self-Organising Maps and performs the fault diagnosis of the process equipment by analysing the operation of the process equipment. Finally the results of the off-line testing of the system are reported and discussed.

AB - Fault diagnosis systems have attracted growing interest in a number of engineering fields. The number of applications has increased and successful results have been widely reported. This paper presents and outlines a fault diagnosis system for flash smelting. The system monitors the states of the process by means of Kohonen Self-Organising Maps and performs the fault diagnosis of the process equipment by analysing the operation of the process equipment. Finally the results of the off-line testing of the system are reported and discussed.

KW - fault diagnosis

KW - flash smelting

KW - inference

KW - Kohonen self-organizing maps

KW - Rete

KW - fault diagnosis

KW - flash smelting

KW - inference

KW - Kohonen self-organizing maps

KW - Rete

KW - fault diagnosis

KW - flash smelting

KW - inference

KW - Kohonen self-organizing maps

KW - Rete

U2 - 10.1016/S1474-6670(17)37033-7

DO - 10.1016/S1474-6670(17)37033-7

M3 - Conference article

SN - 1474-6670

SP - 431

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JO - IFAC PROCEEDINGS VOLUMES

JF - IFAC PROCEEDINGS VOLUMES

T2 - IFAC Workshop on Future Trends in Automation of the Mineral and Metal Processing

Y2 - 22 August 2000 through 24 August 2000

ER -

Fault diagnosis system for the Outokumpu flash smelting process

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Keywords

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