同济大学学报（自然科学版）2025，Vol.53Issue(6)：888-897,10.DOI:10.11908/j.issn.0253-374x.23372
基于关联规则的盾构隧道结构性能评价方法
Structural Performance Evaluation of Shield Tunnel Based on Association Rules
摘要
Abstract
To address the issue of the structural performance evaluation of shield tunnels give less consideration to the correlation of indexes,the association rule theory optimization analytic network process(ANP)which combined with fuzzy mathematics is introduced and the evaluation model is established.The data of each index were collected and processed,and Apriori algorithm was used to mine the association rules to obtain the association relationships and the strength of association among the indexes,according to which the judgment matrix of ANP was adjusted and the structural performance evaluation of the shield tunnel was carried out.Through the correlation analysis of the evolution of the indexes,the optimization of the maintenance strategy of the shield tunnel is proposed.From the theoretical point of view,the proposed method is more in line with the actual working conditions,and the engineering application is conducted by taking the south tunnel of East Yan'an Road as an example,and the results show that:there is only a 3.9%difference between the proposed evaluation method and the results obtained by the fuzzy hierarchical analysis method(FAHP),which proves the feasibility of this method;The results of association rule mining indicate that the over-limit cumulative settlement is the source factor of structural performance degradation,which should be realized through limiting excessive settlement and index evolutionary antecedent to control the structural performance degradation.The research results can provide technical support for the safe service of shield tunnels.关键词
盾构隧道/结构性能/维养策略/关联规则/网络分析法Key words
shield tunnel/structural performance/maintenance strategy/association rules/analytic network process分类
建筑与水利引用本文复制引用
张洋宾,谢雄耀,周彪,林威,曹宇阳,张列学,王承..基于关联规则的盾构隧道结构性能评价方法[J].同济大学学报（自然科学版）,2025,53(6):888-897,10.基金项目
国家自然科学基金(52038008,52378408) （52038008,52378408）
上海市科技创新行动计划(20DZ1202004,22DZ1203004) （20DZ1202004,22DZ1203004）
国家电网有限公司科技项目(5200-202417104A-1-1-ZN) （5200-202417104A-1-1-ZN）
