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

Author:

Wang Xian Yun1,Liu Jian Qin1,Guo Wei1

Affiliation:

1. Tianjin University

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.

Publisher

Trans Tech Publications, Ltd.

Subject

General Engineering

Reference10 articles.

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.

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.

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).

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3