Application of Fuzzy Cognitive Map for the Development of Scenarios: A Case Study of Wind Energy Deployment

Green Energy and Technology

Volumn 60, Issue , 2013, Pages 129-159

  Amer, Muhammad ^a   Daim, Tugrul ^a   Jetter, Antonie ^a  

^a Department of Electrical and Computer Engineering   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DEVELOPING COUNTRIES; FUZZY RULES; WIND POWER;

COGNITIVE MAPS; FUZZY COGNITIVE MAP; NEW APPROACHES; QUALITATIVE AND QUANTITATIVE ANALYSIS; SCENARIO DEVELOPMENT; SCENARIO PLANNING; STRATEGIC THINKING; UNCERTAINTY AND COMPLEXITY;

COGNITIVE SYSTEMS;

EID: 84883162452     PISSN: 18653529     EISSN: 18653537     Source Type: Book Series    
DOI: 10.1007/978-1-4471-5097-8_6     Document Type: Article

References (71)

1. Ringland G (2006) Scenario planning: managing for the future, 2nd edn. Wiley, Chichester
2. Burt G (2010) Revisiting and extending our understanding of Pierre Wack's the gentle art of re-perceiving. Technol Forecast Soc Chang 77:1476-1484
3. Schoemaker PJH (1991) When and how to use scenario planning: a heuristic approach with illustration. J. Forecast 10:549-564
4. Joseph CF (2000) Scenario planning. Technol Forecast Soc Chang 65:115-123
5. Varum CA, Melo C (2010) Directions in scenario planning literature a review of the past decades. Futures 42:355-369
6. Chermack TJ, Lynham SA, Ruona WEA (2001) A review of scenario planning literature. Future Res Q 17:7-31
7. Bradfield R, Wright G, Burt G, Cairns G, Van Der Heijden K (2005) The origins and evolution of scenario techniques in long range business planning. Futures 37:795-812
8. Jetter A, Schweinfort W (2010) Building scenarios with Fuzzy cognitive maps: an exploratory study of solar energy. Futures (in press, corrected proof)
9. van Vliet M, Kok K, Veldkamp T (2010) Linking stakeholders and modellers in scenario studies: the use of fuzzy cognitive maps as a communication and learning tool. Futures 42:1-14
10. Kahn H, Wiener AJ (1967) The year 2000: a framework for speculation on the next thirtythree years. Macmillan, New York
11. Godet M (2000) Forefront: how to be rigorous with scenario planning. Foresight 2:5-9
12. Schoemaker PJH (1995) Scenario planning: a tool for strategic thinking. Sloan Manag Rev 36:25-40
13. Martelli A (2001) Scenario building and scenario planning: state of the art and prospects of evolution. Future Res Q 17:57-70
14. Durance P, Godet M (2010) Scenario building: uses and abuses. Technol Forecast Soc Chang 77:1488-1492
15. Van Der Heijden K (1996) Scenarios: the art of strategic conversation. Wiley, Chichester
16. Bezold C (2010) Lessons from using scenarios for strategic foresight. Technol Forecast Soc Chang 77:1513-1518
17. Schoemaker PJH (1993) Multiple scenario development: its conceptual and behavioral foundation. Strateg Manag J 14:193-213
18. Strauss JD, Radnor M (2004) Roadmapping for dynamic and uncertain environments. Res Technol Manag 47:51-57
19. Chermack T (2004) Improving decision-making with scenario planning. Futures 36:295-309
20. de Brabandere L, Iny A (2010) Scenarios and creativity: thinking in new boxes. Technol Forecast Soc Chang 77:1506-1512
21. Jetter AJM (2003) Educating the guess: strategies, concepts, and tools for the fuzzy front end of product development. In: PICMET, Oregon, Portland, pp 261-273
22. Pillkahn U (2008) Using trends and scenarios as tools for strategy development. Publicis Corporate Publishing, Erlangen
23. Malaska P, Malmivirta M, Meristö T, Hansén SO (1984) Scenarios in Europe-Who uses them and why? Long Range Plan 17:45-49
24. Porter AL, Roper AT, Mason TW, Rossini FA, Banks J (1991) Forecasting and management of technology, 1st edn. Wiley, New York
25. Saritas O, Oner MA (2004) Systemic analysis of UK foresight results: joint application of integrated management model and road mapping. Technol Forecast Soc Chang 71:27-65
26. Schoemaker PJH, van der Heijden CAJM (1992) Integrating scenarios into strategic planning at royal dutch/shell: Planning Review, 20 (3), 41-46 (May/June. Long Range Plan 26(1993):155-156
27. Linneman RE, Klein HE (1979) The use of multiple scenarios by U.S. industrial companies. Long Range Plan 12:83-90
28. Linneman RE, Klein HE (1983) The use of multiple scenarios by U.S. industrial companies: a comparison study, 1977-1981. Long Range Plan 16:94-101
29. Wack P (1985) Scenarios: uncharted waters ahead. Harv Bus Rev 63:73-89
30. Wack P (1985) Scenarios: shooting the rapids. Harv Bus Rev 63:139-150
31. Durance P (2010) Reciprocal influences in future thinking between Europe and the USA. Technol Forecast Soc Chang 77:1469-1475
32. Mietzner D, Reger G (2005) Advantages and disadvantages of scenario approaches for strategic foresight. Int J Technol Intell Planning 1:220-239
33. Keough SM, Shanahan KJ (2008) Scenario planning: toward a more complete model for practice. Adv Dev Hum Res 10:166-178
34. Gordon TJ (1994) Trend impact analysis. In: Futures research methodology, AC/UNU millennium project
35. Huss WR (1988) A move toward scenario analysis. Int J Forecast 4:377-388
36. Huss WR, Honton EJ (1987) Scenario planning-what style should you use? Long Range Plan 20:21-29
37. Huss WR, Honton EJ (1987) Alternative methods for developing business scenarios. Technol Forecast Soc Chang 31:219-238
38. Bishop P, Hines A, Collins T (2007) The current state of scenario development: an overview of techniques. Foresight 9:5-25
39. Martino JP (2003) A review of selected recent advances in technological forecasting. Technol Forecast Soc Chang 70:719-733
40. Goodier C, Austin S, Soetanto R, Dainty A (2010) Causal mapping and scenario building with multiple organisations. Futures 42:219-229
41. Kosko B (1986) Fuzzy cognitive maps. Int J Man-Mach Stud 24:65-75
42. Kandasamy WBV, Smarandache F (2003) Fuzzy cognitive maps and neutrosophic cognitive maps. Indian Institute of Technology, Chennai
43. Kosko B (1997) Fuzzy engineering. Prentice-Hall, New Jersey
44. Hans-Horst S, Jetter AJM (2003) Integrating market and technological knowledge in the fuzzy front end: an FCM-based action support system. Int J Technol Manag 26:517-539
45. Taber W, Siegel M (1987) Estimation of experts' weights using fuzzy cognitive maps. In: IEEE international conference on neural networks. pp 319-326
46. Aguilar J (2005) A survey about fuzzy cognitive maps papers (invited paper). Int J Comput Cogn 3:27-33
47. Taber R (1991) Knowledge processing with fuzzy cognitive maps. Expert Syst Appl 2:83-87
48. Craiger J, Goodman D, Wiss R, Butler B (1996) Modeling organizational behavior with fuzzy cognitive maps. Int J Comput Intell Organ 1:120-123
49. Hossain S, Brooks L (2008) Fuzzy cognitive map modelling educational software adoption. Comput Educ 51:1569-1588
50. Stylios CD, Groumpos PP (2000) Fuzzy cognitive maps in modeling supervisory control systems. J Intell Fuzzy Syst 8:83-98
51. Perusich K (2008) Using fuzzy cognitive maps to identify multiple causes in troubleshooting systems. Integr Comput-Aided Eng 15:197-206
52. Rodriguez-Repiso L, Setchi R, Salmeron JL (2007) Modelling IT projects success with fuzzy cognitive maps. Expert Syst Appl 32:543-559
53. Lee KC, Kim JS, Chung NH, Kwon SJ (2002) Fuzzy cognitive map approach to web-mining inference amplification. Expert Syst Appl 22:197-211
54. Sadiq R, Kleiner Y, Rajani B (2010) Interpreting fuzzy cognitive maps (FCMs) using fuzzy measures to evaluate water quality failures in distribution networks. In: Joint international conference on computation in civil and building engineering (ICCCBE XI), pp 1-10
55. Salmeron JL (2009) Augmented fuzzy cognitive maps for modelling LMS critical success factors. Knowl-Based Syst 22:275-278
56. Sharif AM, Irani Z (2006) Exploring fuzzy cognitive mapping for IS evaluation. Eur J Oper Res 173:1175-1187
57. Kok K, van Delden H (2009) Combining two approaches of integrated scenario development to combat desertification in the Guadalentin watershed Spain. Environ Plan B: Plan Des 36:49-66
58. Burt G (2007) Why are we surprised at surprises? Integrating disruption theory and system analysis with the scenario methodology to help identify disruptions and discontinuities. Technol Forecast Soc Chang 74:731-749
59. Aguilar J (2005) A survey about fuzzy cognitive maps papers (invited paper). Int J Comput Cogn 3:27-33
60. Miles I, Keenan M (2002) Practical guide to regional foresight in the United Kingdom. In: EUR 20478 Directorate-General for Research. European Commission, Luxembourg
61. Chaffin WW, Talley WK (1980) Individual stability in Delphi studies. Technol Forecast Soc Chang 16:67-73
62. Dajani JS, Sincoff MZ, Talley WK (1979) Stability and agreement criteria for the termination of Delphi studies. Technol Forecast Soc Chang 13:83-90
63. Zwicky F (1962) Morphology of propulsive power society for morphological research, 1st edn. California Institute of Technology, Pasadena
64. Jenkins L (1997) Selecting a variety of futures for scenario development. Technol Forecast Soc Chang 55:15-20
65. Wilson I (1998) Mental maps of the future: an intuitive logics approach to scenarios. In: Fahey L, Randall RM (eds) Learning from the future: competitive foresight scenarios. Wiley, New York
66. Alcamo J, Henrichs T (2009) Towards guidelines for environmental scenario analysis. In: environmental futures: the practice of environmental scenario analysis. Elsevier, Amsterdam, pp 13-35
67. Foster MJ (1993) Scenario planning for small businesses. Long Range Plan 26:123-129
68. Amer M, Jetter A, Daim T (2011) Development of fuzzy cognitive map (fcm) based scenarios for wind energy. Int J Energy Sect Manag 5(4):564-584
69. Schwartz P (1996) The art of the long view: planning for the future in an uncertain world Currency. Doubleday, New York
70. Peterson GD, Cumming GS, Carpenter SR (2003) Scenario planning: a tool for conservation in an uncertain world. Conserv Biol 17:358-366
71. Vanston JH, Frisbie WP, Lopreato SC, Boston DL (1977) Alternate scenario planning. Technol Forecast Soc Chang 10:159-180