Decision Analysis in Fire Safety Engineering - Analysing Investments in Fire Safety

The application of decision analytical methods to the evaluation of investments in fire safety was investigated, particularly with the aim of being able to suggest a method for analysing a specific investment in fire safety for a specific factory. Attention was directed above all at the handling of cases of large epistemic uncertainty regarding both probabilities and utilities, Bayesian decision theory serving as a basis for the development of the method. Two extensions of the decision rule used in Bayesian decision theory (the principle of maximising expected utility) were suggested for use in the present context. Together with a model for calculating the expected utility of a specific investment, they provide an evaluatory framework for the analysis of investments in fire safety. The major contributions of the thesis to the area of decision analysis within fire safety engineering are that it provides a better understanding of the use of different decision analytical approaches in a context such as the present one, that it highlights problems of evaluation when large epistemic uncertainties are present, that it suggests a solution for use in such a case, and that it suggests a way in which the reduction in risk can be evaluated in terms of monetary value. (Less)

[1]  J. M. Watts,et al.  Quantifying Fire Risk For Telecommunications Network Integrity , 1997 .

[2]  Robert L. Winkler,et al.  The Consensus of Subjective Probability Distributions , 1968 .

[3]  R. Sugden,et al.  Regret Theory: An alternative theory of rational choice under uncertainty Review of Economic Studies , 1982 .

[4]  Kathleen V. Diegert,et al.  Error and uncertainty in modeling and simulation , 2002, Reliab. Eng. Syst. Saf..

[5]  Benjamin Buchbinder,et al.  Evaluating Alternative Strategies for Reducing Residential Fire Loss--The Fire Loss Model. | NIST , 1982 .

[6]  G. Apostolakis,et al.  Uncertain data and expert opinions in the assessment of the unavailability of suppression systems , 1988 .

[7]  H. Brachinger,et al.  Decision analysis , 1997 .

[8]  F. B. Vernadat,et al.  Decisions with Multiple Objectives: Preferences and Value Tradeoffs , 1994 .

[9]  Per-erik Malmnäs Axiomatic justifications of the utility principle: A formal investigation , 1994, Synthese.

[10]  Jonathan Barzilai,et al.  On the foundations of measurement , 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

[11]  S. Vajda,et al.  GAMES AND DECISIONS; INTRODUCTION AND CRITICAL SURVEY. , 1958 .

[12]  David Lindley,et al.  Introduction to Probability and Statistics from a Bayesian Viewpoint , 1966 .

[13]  Carl-Axel S. Staël von Holstein,et al.  Exceptional Paper---Probability Encoding in Decision Analysis , 1975 .

[14]  Lawrence L. Kupper,et al.  Probability, statistics, and decision for civil engineers , 1970 .

[15]  George J. Klir,et al.  Fuzzy sets, uncertainty and information , 1988 .

[16]  Ali Mosleh,et al.  The Assessment of Probability Distributions from Expert Opinions with an Application to Seismic Fragility Curves , 1986 .

[17]  J. Cozzolino A Method for the Evaluation of Retained Risk , 1978 .

[18]  John M. Watts,et al.  Fire Risk Assessment Using Multiattribute Evaluation , 1997 .

[19]  George Apostolakis,et al.  Data specialization for plant specific risk studies , 1980 .

[20]  M. Allais Le comportement de l'homme rationnel devant le risque : critique des postulats et axiomes de l'ecole americaine , 1953 .

[21]  R. W. Fitzgerald Risk Analysis Using The Engineering Method For Building Firesafety , 1986 .

[22]  Stefan Särdqvist Demand for Extinguishing Media in Manual Fire Fighting , 2000 .

[23]  Milan Holicky,et al.  Modelling of a Structure under Permanent and Fire Design Situation , 2001 .

[24]  Richard de Neufville,et al.  Best choice of fire protection: An airport study , 1974 .

[25]  Christian Genest,et al.  Combining Probability Distributions: A Critique and an Annotated Bibliography , 1986 .

[26]  Finn V. Jensen,et al.  Bayesian Networks and Decision Graphs , 2001, Statistics for Engineering and Information Science.

[27]  F. Noonan Decision Analysis For Risk Management Of Firesafety Hazards , 1986 .

[28]  F. Ramsey The Foundations of Mathematics and Other Logical Essays , 2001 .

[29]  Amnon Rapoport,et al.  Measuring the Vague Meanings of Probability Terms , 1986 .

[30]  H. Takeda,et al.  Simplified Fire Growth Models for Risk-Cost Assessment in Apartment Buildings , 1992 .

[31]  Maria Udén Swedish case study , 2004 .

[32]  Fredrik Nystedt,et al.  Tolerable Fire Risk Criteria for Hospitals , 1999 .

[33]  R. W. Fitzgerald,et al.  On The Rule Of Subjective Probabilities In Fire Risk Management Studies , 1991 .

[34]  R. Goldsmith Assessing probabilities of compound events in a judicial context , 1978 .

[35]  S. Brodetsky Essai philosophique sur les probabilités , 1922, Nature.

[36]  A. Tversky,et al.  Advances in prospect theory: Cumulative representation of uncertainty , 1992 .

[37]  R. L. Winkler Decision modeling and rational choice: AHP and utility theory , 1990 .

[38]  John R. Canada,et al.  Capital Investment Decision Analysis for Management and Engineering , 1980 .

[39]  J. Milnor,et al.  AN AXIOMATIC APPROACH TO MEASURABLE UTILITY , 1953 .

[40]  Roy L. Crum,et al.  Managerial Risk Preferences for Below-Target Returns , 1980 .

[41]  P. Farquhar State of the Art—Utility Assessment Methods , 1984 .

[42]  J. M. Watts Criteria For Fire Risk Ranking , 1991 .

[43]  Bruno Jullien,et al.  Ordinal independence in nonlinear utility theory , 1988 .

[44]  Henrik Tehler,et al.  Application of supersoft decision theory in fire risk assessment , 2004 .

[45]  Robert T. Clemen,et al.  Making Hard Decisions: An Introduction to Decision Analysis , 1997 .

[46]  C. H. Coombs,et al.  Mathematical psychology : an elementary introduction , 1970 .

[47]  David E. Bell,et al.  Regret in Decision Making under Uncertainty , 1982, Oper. Res..

[48]  J. L. Hodges,et al.  The use of Previous Experience in Reaching Statistical Decisions , 1952 .

[49]  Mats Danielson,et al.  Computational decision analysis , 1997 .

[50]  J. Quiggin A theory of anticipated utility , 1982 .

[51]  D. Ellsberg Decision, probability, and utility: Risk, ambiguity, and the Savage axioms , 1961 .

[52]  Peter Gärdenfors,et al.  Introduction : Bayesian decision theory, foundations and problems , 1988 .

[53]  Henrik Johansson Investment appraisal using quantitative risk analysis. , 2002, Journal of hazardous materials.

[54]  Ralph L. Keeney,et al.  On the Foundations of Prescriptive Decision Analysis , 1992 .

[55]  M. Yaari The Dual Theory of Choice under Risk , 1987 .

[56]  P. Fishburn Foundations of decision analysis along the way , 1989 .

[57]  W. Maybee American survey shows high success rate for sprinklers , 1984 .

[58]  S G. Helzer,et al.  Decision Analysis of Strategies for Reducing Upholstered Furniture Fire Losses. Final Report. | NIST , 1979 .

[59]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[60]  Peter C. Fishburn,et al.  Nonlinear preference and utility theory , 1988 .

[61]  Noureddine Bénichou,et al.  FiRECAM: An Equivalency and Performance-Compliance Tool for Cost-Effective Fire Safety Design , 2001 .

[62]  Henrik Tehler Decision Making in Fire Risk Management , 2001 .

[63]  G Apostolakis,et al.  Modeling the detection rates of fires in nuclear plants: development and application of a methodology for treating imprecise evidence. , 1986, Risk analysis : an official publication of the Society for Risk Analysis.

[64]  G. Apostolakis,et al.  Expert Opinion and Statistical Evidence: An Application to Reactor Core Melt Frequency , 1979 .

[65]  Håkan Frantzich Risk analysis and fire safety engineering , 1998 .

[66]  Madan M. Gupta,et al.  Introduction to Fuzzy Arithmetic , 1991 .

[67]  H. Johansson,et al.  Decision Analysis Concerned With Investments In Fire Safety , 2003 .

[68]  Olavi Keski-Rahkonen,et al.  Determination of ignition frequency of fires in different premises in Finland , 1998 .

[69]  Ole Hagen,et al.  Towards a Positive Theory of Preferences under Risk , 1979 .

[70]  J R Hall,et al.  Fire risk analysis: General conceptual framework for describing models , 1991, Fire technology.

[71]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[72]  P. Fishburn Transitive measurable utility , 1983 .

[73]  George E. Apostolakis,et al.  A Methodology for Analyzing the Detection and Suppression of Fires in Nuclear Power Plants , 1986 .

[74]  K. Arrow,et al.  Uncertainty and the Evaluation of Public Investment Decisions , 2014 .

[75]  James O. Berger,et al.  STATISTICAL DECISION THEORY: FOUNDATIONS, CONCEPTS, AND METHODS , 1984 .

[76]  Leonard J. Savage,et al.  The Theory of Statistical Decision , 1951 .

[77]  S. Kaplan,et al.  Use of a Bayesian reasoning in safety and reliability decisions - three examples , 1979 .

[78]  C. Van Anne Evaluation Of The Risk Problem And The Selection Of The Optimum Risk Management Solution , 1986 .

[79]  Abraham Wald,et al.  Statistical Decision Functions , 1951 .