A Case-Based Reasoning Combined with AHP Wighting for Cutter Conceptual Configuration Prediction Model

Abstract:

Abstract For complex and difficult geology, it is difficult to design right cutters for TBM in the conventional ways. So the successful experiences and data accumulated are very useful in TBM disc cutters design. CBR is a reasoning methodology that exploits similar experienced solutions, in the form of past cases, to solve new problems. This paper proposes an AHP-Based CBR model that overcomes the difficulty of measuring experience for determining the relative weight of attributes by the analytic hierarchy process. By comparing, the model using the analytic hierarchy process was more accurate, reliable, and explanatory for solving new problems using experience from previous cases.

• Periodical: Advanced Materials Research (Volumes 418-420)
• Pages: 1919-1924
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.418-420.1919
• Online since: December 2011
• Authors: Xian Yun Wang, Jian Qin Liu, Wei Guo
• Keywords: Analysis Hierarchy Process (AHP), Case-Based Reasoning (CBR), Cutter Design, TBM

References

[1] ZHENG Xiao-yan: Analysis of Structure Design of Shield Cutter and Lay Out of Tools, Coal Mine Machinery .Vol.31 (2010), p.75

[2] Qiu-Ming Gong*,Jian Zhao,Yu-Yong Jiao: Numerical modeling of the effects of joint orientation on rock fragmentation by TBM cutters, Tunneling and Underground Space Technology 20(2005)183–191

DOI: 10.1016/j.tust.2004.08.006

[3] Jung-Woo Cho, Seokwon Jeon,, Sang-Hwa Yu, Soo-Ho Chang: Optimum spacing of TBM disc cutters: A numerical simulation using the three-dimensional dynamic fracturing method, Tunnelling and Underground Space Technology 25(2010)230–244

DOI: 10.1016/j.tust.2009.11.007

[4] Liu Zhijie Teng Hongfei Shi Yanjun Yang Guanghui: Cutterhead Design Key Issues of a Full Face Rock Tunnel Boring Machine (TBM)

[5] Huo Junzhou Shi Yanjun Teng Hongfei Chai Rongfeng Zhang Lihua: Cutter Layout Design of Full-face Rock Tunnel Boring Machine (TBM), (China Mechanical Engineering 19 No. 15 August (2008)

[6] LIU Chunguang, LIU Jing, GAO Weixian: Analyze the cutter configuration principle of the EPB shield machine, (Mining Machinery Volume 38 No. 3 2010)

[7] LIU Zhijie, SHI Yanjun, TENG Hongfei: Case-based Reasoning Approach for Cutterhead Principal Parameter Design of Full Face Rock Tunnel Boring Machine, JOURNAL OF MECHANICAL ENGINEERING. Vol. 46(2010), p.159

DOI: 10.3901/jme.2010.03.158

[8] Cheol-Soo Park, Ingoo Han: A case-based reasoning with the feature weights derived by analytic hierarchy process for bankruptcy prediction, Expert Systems with Applications xx (2002) xxx–xxx

DOI: 10.1016/s0957-4174(02)00045-3

[9] Sung-Hoon An, Gwang-Hee Kim, Kyung-In Kang: A case-based reasoning cost estimating model using experience by analytic hierarchy process, Building and Environment 42(2007)2573–2579

DOI: 10.1016/j.buildenv.2006.06.007

[10] Cheung FKT, Kuen JLF, Skitmore M. Multi-criteria: evaluation model for the selection of architectural consultants. Construction Management and Economics 2002; 20(7):569–80.

DOI: 10.1080/01446190210159818