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Customer relations management: service operations: human fatigue risk simulations in 24/7 operations

Published: 07 December 2003 Publication History

Abstract

A Circadian Alertness Simulator (CAS) is presented as an interactive tool for assessing sleep behavior and fatigue risk in 24/7 operations. The simulation model uses as input sleep-wake data and information about individual sleep characteristics (short vs. long sleeper, morning type vs. evening type, napper vs. non-napper). The validation of the CAS model was based on a figure of merit function reflecting the model's ability to minimize the difference between reported and predicted sleep data. The purpose of the alertness model is the assessment of work schedules in terms of fatigue risk.

References

[1]
Banks J., 1998. Handbook of Simulation. John Wiley & Sons, Inc.
[2]
Daan S, Beersma DG, Borbely A. 1984. Timing of human sleep: recovery process gated by a circadian pacemaker. Am. J. Physiol; 246: R161-R178.
[3]
Gilchrist W. 1976. Statistical Forecasting, John Wiley & Sons, Ltd. 1976
[4]
Moore-Ede M., Heitmann A., Croke D., Guttkuhn R., Trutschel U., Aguirre A. 2003 in press. Circadian Alertness Simulator for Fatigue Risk Assessment in Transportation: Application to Reduce Frequency and Severity if Truck Accidents, Aviation, Space and Environmental Medicine

Cited By

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  • (2014)Study on a Model of Flight Fatigue Dynamic Risk Index11th International Conference on Engineering Psychology and Cognitive Ergonomics - Volume 853210.1007/978-3-319-07515-0_38(375-386)Online publication date: 22-Jun-2014

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Published In

cover image ACM Conferences
WSC '03: Proceedings of the 35th conference on Winter simulation: driving innovation
December 2003
2094 pages
ISBN:0780381327

Sponsors

  • IIE: Institute of Industrial Engineers
  • INFORMS/CS: Institute for Operations Research and the Management Sciences/College on Simulation
  • ASA: American Statistical Association
  • ACM: Association for Computing Machinery
  • SIGSIM: ACM Special Interest Group on Simulation and Modeling
  • IEEE/CS: Institute of Electrical and Electronics Engineers/Computer Society
  • NIST: National Institute of Standards and Technology
  • (SCS): The Society for Modeling and Simulation International
  • IEEE/SMCS: Institute of Electrical and Electronics Engineers/Systems, Man, and Cybernetics Society

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Winter Simulation Conference

Publication History

Published: 07 December 2003

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WSC03
Sponsor:
  • IIE
  • INFORMS/CS
  • ASA
  • ACM
  • SIGSIM
  • IEEE/CS
  • NIST
  • (SCS)
  • IEEE/SMCS
WSC03: Winter Simulation Conference 2003
December 7 - 10, 2003
Louisiana, New Orleans

Acceptance Rates

WSC '03 Paper Acceptance Rate 128 of 189 submissions, 68%;
Overall Acceptance Rate 3,413 of 5,075 submissions, 67%

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Cited By

View all
  • (2014)Study on a Model of Flight Fatigue Dynamic Risk Index11th International Conference on Engineering Psychology and Cognitive Ergonomics - Volume 853210.1007/978-3-319-07515-0_38(375-386)Online publication date: 22-Jun-2014

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