Computerized decision support systems in failure and maintenance management of safety critical processes: Dissertation

Miki Sirola

Research output: ThesisDissertation

2 Citations (Scopus)

Abstract

Failure management in safety critical processes is an important research issue. Computerized decision support systems based on various methodologies can be remarkably helpful. The research subject is divided into two sub-areas according to two types of applications: decision support in the control room and decision support in maintenance. The problems of the two areas are different, therefore a slightly different decision support is proposed for each of them. The problem in the control room is how to produce instructions for the personnel responsible for the plant in situations where faults have occurred at various stages. Another aim is to support decision-making in maintenance. Methodology and models based on application knowledge are developed to meet the functional requirements of decision-support systems. Prototypes are built to verify the usability of the methodologies and models. The tools are demonstrated and tested by solving concrete decision problems. One of the key issues is the methodology developed for strategy planning, including both generation and selection of strategies. The methodological frame for the models consists of decision theory, knowledge engineering and object-oriented modelling.
Original languageEnglish
QualificationDoctor Degree
Awarding Institution
  • Helsinki University of Technology
Place of PublicationEspoo
Publisher
Print ISBNs951-38-5399-3
Publication statusPublished - 1999
MoE publication typeG4 Doctoral dissertation (monograph)

Fingerprint

Decision support systems
Knowledge engineering
Decision theory
Decision making
Personnel
Concretes
Planning

Keywords

  • computerized decision support systems
  • knowledge-based systems
  • failure management
  • maintenance management
  • decision analysis
  • safety critical processes

Cite this

Sirola, Miki. / Computerized decision support systems in failure and maintenance management of safety critical processes : Dissertation. Espoo : VTT Technical Research Centre of Finland, 1999. 148 p.
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abstract = "Failure management in safety critical processes is an important research issue. Computerized decision support systems based on various methodologies can be remarkably helpful. The research subject is divided into two sub-areas according to two types of applications: decision support in the control room and decision support in maintenance. The problems of the two areas are different, therefore a slightly different decision support is proposed for each of them. The problem in the control room is how to produce instructions for the personnel responsible for the plant in situations where faults have occurred at various stages. Another aim is to support decision-making in maintenance. Methodology and models based on application knowledge are developed to meet the functional requirements of decision-support systems. Prototypes are built to verify the usability of the methodologies and models. The tools are demonstrated and tested by solving concrete decision problems. One of the key issues is the methodology developed for strategy planning, including both generation and selection of strategies. The methodological frame for the models consists of decision theory, knowledge engineering and object-oriented modelling.",
keywords = "computerized decision support systems, knowledge-based systems, failure management, maintenance management, decision analysis, safety critical processes",
author = "Miki Sirola",
note = "Project code: A9SU00415",
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school = "Helsinki University of Technology",

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Computerized decision support systems in failure and maintenance management of safety critical processes : Dissertation. / Sirola, Miki.

Espoo : VTT Technical Research Centre of Finland, 1999. 148 p.

Research output: ThesisDissertation

TY - THES

T1 - Computerized decision support systems in failure and maintenance management of safety critical processes

T2 - Dissertation

AU - Sirola, Miki

N1 - Project code: A9SU00415

PY - 1999

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N2 - Failure management in safety critical processes is an important research issue. Computerized decision support systems based on various methodologies can be remarkably helpful. The research subject is divided into two sub-areas according to two types of applications: decision support in the control room and decision support in maintenance. The problems of the two areas are different, therefore a slightly different decision support is proposed for each of them. The problem in the control room is how to produce instructions for the personnel responsible for the plant in situations where faults have occurred at various stages. Another aim is to support decision-making in maintenance. Methodology and models based on application knowledge are developed to meet the functional requirements of decision-support systems. Prototypes are built to verify the usability of the methodologies and models. The tools are demonstrated and tested by solving concrete decision problems. One of the key issues is the methodology developed for strategy planning, including both generation and selection of strategies. The methodological frame for the models consists of decision theory, knowledge engineering and object-oriented modelling.

AB - Failure management in safety critical processes is an important research issue. Computerized decision support systems based on various methodologies can be remarkably helpful. The research subject is divided into two sub-areas according to two types of applications: decision support in the control room and decision support in maintenance. The problems of the two areas are different, therefore a slightly different decision support is proposed for each of them. The problem in the control room is how to produce instructions for the personnel responsible for the plant in situations where faults have occurred at various stages. Another aim is to support decision-making in maintenance. Methodology and models based on application knowledge are developed to meet the functional requirements of decision-support systems. Prototypes are built to verify the usability of the methodologies and models. The tools are demonstrated and tested by solving concrete decision problems. One of the key issues is the methodology developed for strategy planning, including both generation and selection of strategies. The methodological frame for the models consists of decision theory, knowledge engineering and object-oriented modelling.

KW - computerized decision support systems

KW - knowledge-based systems

KW - failure management

KW - maintenance management

KW - decision analysis

KW - safety critical processes

M3 - Dissertation

SN - 951-38-5399-3

T3 - VTT Publications

PB - VTT Technical Research Centre of Finland

CY - Espoo

ER -