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Human Factors Engineering in Large-scale Digital Control Systems

  • Jong Hyun Kim
  • Poong Hyun Seong
Chapter
Part of the Springer Series in Reliability Engineering book series (RELIABILITY)

Abstract

An approach to improve human reliability is introduced in this chapter. Major methods to analyze human reliability have been reviewed in Chapter 7. Chapter 8 presents human factors-related activities to design a human-machine interface (HMI), especially for nuclear power plant (NPP) applications. Human factors engineering (HFE) is strictly applied in the nuclear industry. Designing a good HMI enhances human reliability and prevents human errors, as well as helping with training and proceduralization. An HFE process to design an HMI for a safety critical system that requires high reliability for operators consists of three steps: analysis, design, and verification & validation (V&V).

Keywords

Task Analysis Situation Awareness Mental Workload Function Allocation Abstraction Hierarchy 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. [1]
    US NRC (2002) Human Factors Engineering Program Review Model. NUREG-0711, Rev. 2Google Scholar
  2. [2]
    Lamarsh JR (1983) Introduction to Nuclear Engineering, Addison WesleyGoogle Scholar
  3. [3]
    Bye A, Hollnagel E, Brendeford TS (1999) Human-machine function allocation: a functional modelling approach. Reliability Engineering and System Safety: 64, 291–300CrossRefGoogle Scholar
  4. [4]
    Vicente KJ (1999) Cognitive Work Analysis. Lawrence Erlbaum AssociatesGoogle Scholar
  5. [5]
    Schraagen JM, Chipman S F, Shalin V L (2000) Cognitive Tasks Analysis. Lawrence Erlbaum AssociatesGoogle Scholar
  6. [6]
    Kirwan B, Ainsworth LK (1992) A Guide to Task Analysis. Taylor & FrancisGoogle Scholar
  7. [7]
    Luczak H (1997) Task analysis. Handbook of Human Factors and Ergonomics, Ed. Salvendy G. John Wiley & SonsGoogle Scholar
  8. [8]
    Shepherd A (2001) Hierarchical Task Analysis. Taylor & FrancisGoogle Scholar
  9. [9]
    Annett J (2003) Hierarchical Task Analysis. Handbook of Cognitive Task Design, Ed. E. Hollnagel, Ch. 2, Lawrence Erlbaum AssociatesGoogle Scholar
  10. [10]
    Rasmussen J, Pejtersen A M, Goodstein LP (1994) Cognitive Systems Engineering. Wiley InterscienceGoogle Scholar
  11. [11]
    Rasmussen J (1986) Information Processing and Human-Machine Interaction, North-HollandGoogle Scholar
  12. [12]
    Kim JH, Seong PH (2003) A quantitative approach to modeling the information flow of diagnosis tasks in nuclear power plants. Reliability Engineering and System Safety 80: 81–94CrossRefGoogle Scholar
  13. [13]
    Kim JH, Lee SJ, Seong PH (2003) Investigation on applicability of information theory to prediction of operator performance in diagnosis tasks at nuclear power plants. IEEE Transactions on Nuclear Science 50: 1238–1252CrossRefGoogle Scholar
  14. [14]
    Ha CH, Kim JH, Lee SJ, Seong PH (2006) Investigation on relationship between information flow rate and mental workload of accident diagnosis tasks in NPPs. IEEE Transactions on Nuclear Science 53: 1450–1459CrossRefGoogle Scholar
  15. [15]
    Reason J (1990) Human Error. Cambridge University PressGoogle Scholar
  16. [16]
    Wickens CD, Lee J, Liu Y, Becker SG (2004) An Introduction to Human Factors Engineering. Prentice-HallGoogle Scholar
  17. [17]
    Miller GA (1956) The magical number seven plus or minus two: Some limits on our capacity for processing information. Psychological Review 63: 81–97CrossRefGoogle Scholar
  18. [18]
    Wickens CD, Hollands JG (1999) Engineering Psychology and Human Performance. Prentice-HallGoogle Scholar
  19. [19]
    Gentner D, Stevens AL (1983) Mental Models. Lawrence Erlbaum AssociatesGoogle Scholar
  20. [20]
    Moray N (1997) Human factors in process control. Ch. 58, Handbook of Human Factors and Ergonomics, Ed., G. Salvendy, A Wiley-Interscience PublicationGoogle Scholar
  21. [21]
    Payne JW, Bettman JR, Eric JJ (1993) The Adaptive Decision Maker. Cambridge University PressGoogle Scholar
  22. [22]
    Rasmussen J, Jensen A (1974) Mental procedures in real-life tasks: A case study of electronic trouble shooting. Ergonomics 17: 293–307CrossRefGoogle Scholar
  23. [23]
    Rasmussen J (1981) Models of mental strategies in process plant diagnosis. In: Rasmussen J, Rouse WB, Ed., Human Detection and Diagnosis of System Failures. New York: Plenum PressGoogle Scholar
  24. [24]
    Woods DD, Roth EM (1988) Cognitive Systems Engineering. Handbook of Human-Computer Interaction. Ed. M. Helander. Elsevier Science PublishersGoogle Scholar
  25. [25]
    US NRC (2002) Human-System Interface Design Review Guidelines. NUREG-0700Google Scholar
  26. [26]
    Endsley MR (1988) Design and evaluation for situation awareness enhancement. Proceedings of the Human Factors Society 32nd Annual Meeting: 97–101Google Scholar
  27. [27]
    Jones DG, Endsley MR (1996) Sources of situation awareness errors in aviation. Aviation, Space and Environmental Medicine 67: 507–512Google Scholar
  28. [28]
    Endsley MR (1995) Toward a theory of situation awareness in dynamic systems. Human Factors 37: 32–64CrossRefGoogle Scholar
  29. [29]
    O’Donnell RD, Eggenmeier FT (1986) Workload assessment methodology. Ch. 42, Handbook of Perception and Human Performance, Ed. Boff KR, et al., Wiley-Interscience PublicationsGoogle Scholar
  30. [30]
    Sanders MS, McCormick EJ (1993) Human Factors in Engineering and Design. McGraw-HillGoogle Scholar
  31. [31]
    Tsang P, Wilson GF (1997) Mental workload. Ch. 13, Handbook of Human Factors and Ergonomics, Ed. Salvendy G, Wiley-Interscience PublicationsGoogle Scholar
  32. [32]
    Gawron VJ (2000) Human Performance Measures Handbook. Lawrence Erlbaum AssociatesGoogle Scholar
  33. [33]
    US NRC (1994) Advanced Human-System Interface Design Review Guidelines. NUREG/CR-5908Google Scholar
  34. [34]
    Department of Defense (1999) MIL-STD-1472F, Design Criteria StandardGoogle Scholar
  35. [35]
    EPRI (1984) Computer-generated display system guidelines. EPRI NP-3701Google Scholar
  36. [36]
    O’Hara JM, Hall MW (1992) Advanced control rooms and crew performance issues: Implications for human reliability. IEEE transactions on Nuclear Science 39(4): 919–923CrossRefGoogle Scholar
  37. [37]
    Tullis TS (1988) Screen design. Handbook of Human-Computer Interaction, Ed. M. Helander, Elsevier Science PublishersGoogle Scholar
  38. [38]
    Danchak MM (1976) CRT displays for power plants. Instrumentation Technology 23: 29–36Google Scholar
  39. [39]
    NASA (1980) Spacelab Display Design and Command Usage Guidelines, MSFC-PROC-711A, George C. Marshall Space Flight CenterGoogle Scholar
  40. [40]
    IEEE (1998) IEEE Guide for the Application of Human Factors Engineering in the Design of Computer-Based Monitoring and Control Displays for Nuclear Power Generating Stations. IEEE-Std 1289Google Scholar
  41. [41]
    US NRC (1983) Handbook of Human Reliability Analysis with Emphasis on Nuclear Power Plant Applications. NUREG/CR-1278Google Scholar
  42. [42]
    US NRC (2000) Advanced Information Systems Design: Technical Basis and Human Factors Review Guidance. NUREG/CR-6633Google Scholar
  43. [43]
    Vicente KJ, Rasmussen J (1992) Ecological interface design: theoretical foundations. IEEE Transactions on System, Man, and Cybernetics 22: 589–606CrossRefGoogle Scholar
  44. [44]
    Rasmussen J (1983) Skills, rules, and knowledge; signals, signs, and symbols, and other distinctions in human performance models. IEEE Transactions on System, Man, and Cybernetics 13: 257–266Google Scholar
  45. [45]
    Rasmussen J (1985) The role of hierarchical knowledge representation in decision making and system management. IEEE Transactions on System, Man, and Cybernetics 15: 234–243Google Scholar
  46. [46]
    Vicente KJ (1995) Supporting operator problem solving through ecological interface design. IEEE Transactions on System, Man, and Cybernetics 25: 529–545CrossRefGoogle Scholar
  47. [47]
    Ham DH, Yoon WC (2001) The effects of presenting functionally abstracted information in fault diagnosis tasks. Reliability Engineering and System Safety 73: 103–119CrossRefGoogle Scholar
  48. [48]
    Braseth AO, A building block for information rich dispays. IFEA Conference on Alarmhandtering on GardermoenGoogle Scholar
  49. [49]
    Hollnagel E, Bye A, Hoffmann M (2000) Coping with complexity – strategies for information input overload. Proceedings of CSEPC 2000: 264–268Google Scholar
  50. [50]
    Hoffmann M, Bye A, Hollnagel E (2000) Responding to input information overload in process control – a simulation of operator behavior. Proceedings of CSEPC 2000: 103–108Google Scholar
  51. [51]
    US NRC (2002) The Effects of Interface Management Tasks on Crew Performance and Safety in Complex, Computer Based Systems. NUREG/CR-6690Google Scholar
  52. [52]
    Woods DD (1990) Navigating through large display networks in dynamic control applications. Proceedings of the Human Factors Society 34th Annual MeetingGoogle Scholar
  53. [53]
    US NRC (2000) Computer-Based Procedure Systems: Technical Basis and Human Factors Review Guidance. NUREG/CR-6634Google Scholar
  54. [54]
    Parasuraman P (1997) Humans and automation: use, misuse, disuse, abuse. Human Factors 39: 230–253CrossRefGoogle Scholar
  55. [55]
    IAEA (1992) The Role of Automation and Humans in Nuclear Power Plants. IAEA-TECDOC-668Google Scholar
  56. [56]
    Sarter NB, Woods DD, Billings CE (1997) Automation surprise. Ch. 57, Handbook of Human Factors and Ergonomics, Ed. Salvendy G, Wiley-Interscience PublicationsGoogle Scholar
  57. [57]
    Fitts PM (1951) Human Engineering for an Effective Air Navigation and Traffic Control System. Washington DC, National Research CouncilGoogle Scholar
  58. [58]
    Endsley MR, Kaber DB (1999) Level of automation effects on performance, situation awareness and workload in a dynamic control task. Ergonomics 42: 462–492CrossRefGoogle Scholar
  59. [59]
    Sheridan T (1980) Computer control and human alienation. Technology Review 10: 61–73Google Scholar
  60. [60]
    http://opis.kins.re.kr, Operational Performance Information System for Nuclear Power PlantGoogle Scholar
  61. [61]
    Niwa Y, Takahashi M, Kitamura M (2001) The design of human-machine interface for accident support in nuclear power plants. Cognition, Technology & Work 3: 161–176CrossRefGoogle Scholar
  62. [62]
    Sun BK, Cain DG (1991) Computer application for control room operator support in nuclear power plants. Reliability Engineering and System Safety 33: 331–340CrossRefGoogle Scholar
  63. [63]
    Woods DD, Wise J, Hanes L (1982) Evaluation of safety parameter display concept. Proceedings of the Human Factors Society 25th Annual MeetingGoogle Scholar
  64. [64]
    Bernard JA (1992) Issues regarding the design and acceptance of intelligent support systems for reactor operators. IEEE Transactions on Nuclear Science 39: 1549–1558CrossRefGoogle Scholar
  65. [65]
    Bernard JA, Washio T (1989) Expert System Application within the Nuclear Industry. American Nuclear SocietyGoogle Scholar
  66. [66]
    Adelman L (1992) Evaluating Decision Support and Expert Systems. John Wiley & SonsGoogle Scholar
  67. [67]
    Kim IS (1994) Computerized systems for on-line management of failures: a state-ofthe-art discussion of alarm systems and diagnostic systems applied in the nuclear industry. Reliability Engineering and Safety System 44: 279–295CrossRefGoogle Scholar
  68. [68]
    Niwa Y, Hollnagel E, Green M (1996) Guidelines for computerized presentation of emergency operating procedures. Nuclear Engineering and Design 167: 113–127CrossRefGoogle Scholar
  69. [69]
    Pirus D, Chambon Y (1997) The computerized procedures for the French N4 series. IEEE Sixth Annual Human Factors MeetingGoogle Scholar
  70. [70]
    Woods DD, Roth EM (1988) Cognitive systems engineering. Handbook of Human-Computer Interaction, Ch. 1, Ed. Helander M, Elsevier Science PublishersGoogle Scholar
  71. [71]
    Hollnagel E, Mancini G, Woods DD (1988) Cognitive Engineering in Complex Dynamic Worlds. Academic PressGoogle Scholar
  72. [72]
    Woods DD (1986) Paradigms for intelligent decision support. Intelligent Decision Support in Process Environments, Ed. Hollnagel E, Mancini G, Woods DD, New York: Springer-VerlagGoogle Scholar
  73. [73]
    Kim JH, Seong PH (2007) The effect of information types on diagnostic strategies in the information aid. Reliability Engineering and System Safety 92: 171–186CrossRefGoogle Scholar
  74. [74]
    Yoon WC, Hammer JM (1988) Deep-reasoning fault diagnosis: an aid and a model. IEEE Transactions on System, Man, and Cybernetics 18: 659–676CrossRefGoogle Scholar
  75. [75]
    Roth EM, Mumaw RJ, Stubler WF (1992) Human factors evaluation issues for advanced control rooms: a research agenda. IEEE Fifth Conference on Human Factors and Power Plants: 254–259Google Scholar
  76. [76]
    Kim JH. Seong PH (2000) A methodology for the quantitative evaluation of NPP diagnostic systems’ dynamic aspects. Annals of Nuclear Energy 27: 1459–1481CrossRefGoogle Scholar
  77. [77]
    IEEE (1998) IEEE Standard for Software Verification and Validation. IEEE-Std 1012Google Scholar
  78. [78]
    Wieringa PA, Wawoe DP (1998) The operator support system dilemma: balancing a reduction in task complexity vs. an increase in system complexity. IEEE International Conference on Systems, Man, and Cybernetics: 993–997Google Scholar
  79. [79]
    Meister D (1986) Human Factors Testing and Evaluation. ElsevierGoogle Scholar
  80. [80]
    Williges R, Wierwille WW (1979) Behavioral measures of aircrew mental workload. Human Factors 21: 549–574Google Scholar
  81. [81]
    O’Hara JM, Stubler WF, Higgins JC, Brown WS (1997) Integrated System Validation: Methodology and Review Criteria. NUREG/CR-6393, US NRCGoogle Scholar
  82. [82]
    Hill SG, Iavecchia HP, Byers JC, Bittier AC, Zaklad AL, Christ RE (1992) Comparison of four subjective workload rating scales. Human Factors 34: 429–440Google Scholar
  83. [83]
    Endsley MR, Garland DJ (2001) Situation Awareness: Analysis and Measurement. Erlbaum, Mahwah, NJGoogle Scholar
  84. [84]
    Lee DH, Lee HC (2000) A review on measurement and applications of situation awareness for an evaluation of Korea next generation reactor operator performance. IE Interface 13: 751–758Google Scholar
  85. [85]
    Sarter NB. Woods DD (1991) Situation awareness: a critical but ill-defined phenomenon. The International Journal of Aviation Psychology 1: 45–57CrossRefGoogle Scholar
  86. [86]
    Pew RW (2000) The state of situation awareness measurement: heading toward the next century. Situation Awareness Analysis and Measurement, Ed. Endsley MR, Garland DJ. Mahwah, NJ: Lawrence Erlbaum AssociatesGoogle Scholar
  87. [87]
    Fracker ML, Vidulich MA (1991) Measurement of situation awareness: A brief review. Proceedings of the 11th Congress of the international Ergonomics Association: 795–797Google Scholar
  88. [88]
    Endsley MR (1996) Situation awareness measurement in test and evaluation. Handbook of Human Factors Testing and Evaluation, Ed. O’Brien TG, Charlton SG. Mahwah, NJ: Lawrence Erlbaum AssociatesGoogle Scholar
  89. [89]
    Taylor RM (1990) Situational Awareness: Aircrew Constructs for Subject Estimation, IAM-R-670Google Scholar
  90. [90]
    Moister KL, Chidester TR (1991) Situation assessment and situation awareness in a team setting. Situation Awareness in Dynamic Systems, Ed. Taylor RM, IAM Report 708, Farnborough, UK, Royal Air Force Institute of Aviation MedicineGoogle Scholar
  91. [91]
    Wilson GF (2000) Strategies for psychophysiological assessment of situation awareness. Situation Awareness Analysis and Measurement, Ed. Endsley MR, Garland DJ. Mahwah, NJ: Lawrence Erlbaum AssociatesGoogle Scholar
  92. [92]
    Drøivoldsmo A, Skraaning G, Sverrbo M, Dalen J, Grimstad T, Andresen G (1988) Continuous Measure of Situation Awareness and Workload. HWR-539, OECD Halden Reactor ProjectGoogle Scholar

Copyright information

© Springer London 2009

Authors and Affiliations

  • Jong Hyun Kim
    • 1
  • Poong Hyun Seong
    • 2
  1. 1.MMIS Team, Nuclear Engineering and Technology InstituteKorea Hydro and Nuclear Power (KHNP) Co., Ltd.DaejeonKorea, Republic of
  2. 2.Department of Nuclear and Quantum EngineeringKorea Advanced Institute of Science and TechnologyDaejeonKorea, Republic of

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