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Maintenance Model of Agricultural Facilities Using CBR

  • Kim, Jae-Yeob (Department of Architectural Engineering, Korea National University of Transportation) ;
  • Lee, Yong-Kyu (Department of Architectural Engineering, Korea National University of Transportation) ;
  • Kim, Gwang-Hee (Department of Architectural Engineering, Kyonggi University)
  • Received : 2011.04.26
  • Accepted : 2012.02.17
  • Published : 2012.04.20

Abstract

As we move from the industrial age to the information age, domestic industries are changing rapidly, and rural society is also laying the foundation to make use of information technologies. Through this kind of modernization, the size of agricultural facilities has been increasing on a significant scale. But, in reality, there are many difficulties in the maintenance of agricultural facilities in proportion to their growing number. Accordingly, this research aims to solve the fundamental problems that occur with agricultural facilities in the maintenance stage. In addition, it aims to provide information on how to maintain and manage facilities for farmers. The presentation of the maintenance information was conducted using a case-based reasoning method that solves current problems based on past cases. The tool of case-based reasoning was applied to define the establishment of the base for cases, characteristic variables and maintenance measures. The effectiveness of a CBR model was examined through the case study. The use of the case-based reasoning method is judged to be effective as a tool to support the decisions of farmers regarding maintenance. When the maintenance measures derived through the CBR model are offered to farmers, the fundamental problems of maintaining agricultural facilities will be solved, and the damage to such facilities minimized.

Keywords

References

  1. Ministry for Food, Agriculture, Forestry and Fisheries. 5 Years plan for informationization of agriculture and rural communities. Seou (Korea): Ministry for Food, Agriculture, Forestry and Fisheries; 2001. 12 p.
  2. Choi OY, Shin HW, Kim TH, Kim GH. A study on current status and the problem of agricultural facilities. Journal of the Korea Institute of Building Construction. 2008 Dec;8(6):147-54. https://doi.org/10.5345/JKIC.2008.8.6.147
  3. Lee CH, Han WS, Park JJ, Hong SK, Jeong IG, Han GS, Yoon CS. Study on building foundation for agricultural information application. Seoul (Korea): Korea Rural Economic Institute; 2002. 76 p.
  4. Yoon JH. Guidebook on alleviating weather disaster to agricultural facilities. Suwon (Korea): Agricultural Engineering Research Institute of Rural Development Administration; 2007. 65 p.
  5. Yau N, Yang J. Applying case-based reasoning technique to retaining wall selection. Automation in construction. 1998 May;7(5):271-83. https://doi.org/10.1016/S0926-5805(97)00072-1
  6. Kim JY, Park WY, Kim GH, Kim JK. A study on the selection model of retaining wall methods using case-based reasoning. Korean Journal of Construction Engineering and Management. 2004 Oct;5(5):76-83.
  7. Morocous G, Richard H, Hanna, AM. Case-based reasoning system for modeling infrastructure deterioration. Journal of computing in civil engineering. 2002 Feb;16(2):104-14. https://doi.org/10.1061/(ASCE)0887-3801(2002)16:2(104)
  8. Yae TG. Reasoning model of case-based construction safety & management [Master's thesis]. Seoul (Korea): Seoul National University; 2003. 85 p.
  9. Kim GH, Kang KI. A study on predicting construction cost of apartment housing projects based on case based reasoning technique at early project stage. Journal of the architectural institute of Korea. 2004 May;20(5):83-92.
  10. Watson I. Case-Based Reasoning: A Review. Cambridge: Cambridge University Press; 1994. 355 p.
  11. Aamodt A, Plaza E. Case based reasoning: Foundational issues, methodological variations, and system approaches. AI Communications. 1994 Jan;7(1):39-59.
  12. Kim SG, Kim DE, Shin YS, Lee UK, Kang KI. A study on the comparing with weight of attribute using case-based reasoning. Proceeding of conference in architectural institute of Korea; 2006 Oct 26-27; Daegu, Korea. Seoul (Korea): Architectural Institute of Korea; 2006. p. 601-4.