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Risk Assessment of Shield Tunnel Construction in Karst Strata Based on Fuzzy Analytic Hierarchy Process and Cloud Model
Karst is an unfavorable geology that is very undesirable in tunnel construction. It is extremely risky due to the complexity and fuzziness of shield excavation in karst strata. To reduce the construction risk of shield tunneling in karst strata, a risk assessment method based on cloud model and fuzz...
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Published in: | Shock and vibration 2021, Vol.2021 (1) |
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description | Karst is an unfavorable geology that is very undesirable in tunnel construction. It is extremely risky due to the complexity and fuzziness of shield excavation in karst strata. To reduce the construction risk of shield tunneling in karst strata, a risk assessment method based on cloud model and fuzzy analytic hierarchy process (FAHP) is proposed. A risk assessment index system is established, including four first-level indices of karst geological conditions, hydrogeological conditions, tunnel design, and shield construction, as well as seventeen second-level indices. Fuzzy analytic hierarchy process is used to determine the evaluation indices weights. The numerical characteristics of each index and the risk cloud diagram are obtained via the backward cloud generator and forward cloud generator, respectively. The certainty degrees of the assessment indices corresponding to each risk level are calculated, and the final risk level is determined based on the comparison of the risk cloud diagram and the principle of maximum certainty. The proposed model is applied to the risk analysis and calculation of shield tunnel engineering, and the risk assessment results indicate that the comprehensive risk level of shield tunnel construction in karst strata is level II, which is consistent with the actual project. It demonstrates that the proposed method can provide a reference for the risk assessment of shield tunnels construction in karst strata. |
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Yusoff, Nur Izzi ; Nur Izzi Md Yusoff</contributor><creatorcontrib>Meng, Guowang ; Ye, Yangchun ; Wu, Bo ; Luo, Guijun ; Zhang, Xu ; Zhou, Zhiqiang ; Sun, Wentao ; Md. Yusoff, Nur Izzi ; Nur Izzi Md Yusoff</creatorcontrib><description>Karst is an unfavorable geology that is very undesirable in tunnel construction. It is extremely risky due to the complexity and fuzziness of shield excavation in karst strata. To reduce the construction risk of shield tunneling in karst strata, a risk assessment method based on cloud model and fuzzy analytic hierarchy process (FAHP) is proposed. A risk assessment index system is established, including four first-level indices of karst geological conditions, hydrogeological conditions, tunnel design, and shield construction, as well as seventeen second-level indices. Fuzzy analytic hierarchy process is used to determine the evaluation indices weights. The numerical characteristics of each index and the risk cloud diagram are obtained via the backward cloud generator and forward cloud generator, respectively. The certainty degrees of the assessment indices corresponding to each risk level are calculated, and the final risk level is determined based on the comparison of the risk cloud diagram and the principle of maximum certainty. The proposed model is applied to the risk analysis and calculation of shield tunnel engineering, and the risk assessment results indicate that the comprehensive risk level of shield tunnel construction in karst strata is level II, which is consistent with the actual project. It demonstrates that the proposed method can provide a reference for the risk assessment of shield tunnels construction in karst strata.</description><identifier>ISSN: 1070-9622</identifier><identifier>EISSN: 1875-9203</identifier><identifier>DOI: 10.1155/2021/7237136</identifier><language>eng</language><publisher>Cairo: Hindawi</publisher><subject>Analytic hierarchy process ; BCG ; BCG vaccines ; Caves ; Clouds ; Construction accidents & safety ; Engineering ; Fuzzy sets ; Hydrogeology ; Karst ; Mathematical analysis ; Methods ; Neural networks ; Risk analysis ; Risk assessment ; Risk levels ; Strata ; Transportation authorities ; Tunnel construction ; Tunneling shields ; Tunnels ; Values</subject><ispartof>Shock and vibration, 2021, Vol.2021 (1)</ispartof><rights>Copyright © 2021 Guowang Meng et al.</rights><rights>COPYRIGHT 2021 John Wiley & Sons, Inc.</rights><rights>Copyright © 2021 Guowang Meng et al. This is an open access article distributed under the Creative Commons Attribution License (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. 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Yusoff, Nur Izzi</contributor><contributor>Nur Izzi Md Yusoff</contributor><creatorcontrib>Meng, Guowang</creatorcontrib><creatorcontrib>Ye, Yangchun</creatorcontrib><creatorcontrib>Wu, Bo</creatorcontrib><creatorcontrib>Luo, Guijun</creatorcontrib><creatorcontrib>Zhang, Xu</creatorcontrib><creatorcontrib>Zhou, Zhiqiang</creatorcontrib><creatorcontrib>Sun, Wentao</creatorcontrib><title>Risk Assessment of Shield Tunnel Construction in Karst Strata Based on Fuzzy Analytic Hierarchy Process and Cloud Model</title><title>Shock and vibration</title><description>Karst is an unfavorable geology that is very undesirable in tunnel construction. It is extremely risky due to the complexity and fuzziness of shield excavation in karst strata. To reduce the construction risk of shield tunneling in karst strata, a risk assessment method based on cloud model and fuzzy analytic hierarchy process (FAHP) is proposed. A risk assessment index system is established, including four first-level indices of karst geological conditions, hydrogeological conditions, tunnel design, and shield construction, as well as seventeen second-level indices. Fuzzy analytic hierarchy process is used to determine the evaluation indices weights. The numerical characteristics of each index and the risk cloud diagram are obtained via the backward cloud generator and forward cloud generator, respectively. The certainty degrees of the assessment indices corresponding to each risk level are calculated, and the final risk level is determined based on the comparison of the risk cloud diagram and the principle of maximum certainty. The proposed model is applied to the risk analysis and calculation of shield tunnel engineering, and the risk assessment results indicate that the comprehensive risk level of shield tunnel construction in karst strata is level II, which is consistent with the actual project. It demonstrates that the proposed method can provide a reference for the risk assessment of shield tunnels construction in karst strata.</description><subject>Analytic hierarchy process</subject><subject>BCG</subject><subject>BCG vaccines</subject><subject>Caves</subject><subject>Clouds</subject><subject>Construction accidents & safety</subject><subject>Engineering</subject><subject>Fuzzy sets</subject><subject>Hydrogeology</subject><subject>Karst</subject><subject>Mathematical analysis</subject><subject>Methods</subject><subject>Neural networks</subject><subject>Risk analysis</subject><subject>Risk assessment</subject><subject>Risk levels</subject><subject>Strata</subject><subject>Transportation authorities</subject><subject>Tunnel construction</subject><subject>Tunneling shields</subject><subject>Tunnels</subject><subject>Values</subject><issn>1070-9622</issn><issn>1875-9203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNp9kV1rFDEUhgdRsFbv_AEBL3XafCdzuS6tLVYUW6_D2Xx0s84mNZmhbH-9qVsqBZFc5HDyvC_n5O26twQfESLEMcWUHCvKFGHyWXdAtBL9QDF73mqscD9ISl92r2rdYIwFk_ygu_0e60-0qNXXuvVpQjmgy3X0o0NXc0p-RMuc6lRmO8WcUEzoM5Q6ocupwAToI1TvUHs4ne_udmiRYNxN0aKz6AsUu96hbyXb5o0gObQc8-zQl-z8-Lp7EWCs_s3Dfdj9OD25Wp71F18_nS8XF73lCk-9DILw4O3gw2rlRRg8ZUKDdoRAGLTk2FKCGUjGB2UVZyuQrZLS0yZggh1253tfl2FjbkrcQtmZDNH8aeRybaC0iUdvtBdsFUBxRwlXQmlNnBcSlKaWC1DN693e66bkX7Ovk9nkubSVq6FiUIxLzdlf6hqaaUwht6-y21itWWjC28iYDo06-gfVjvPbaHPyIbb-E8GHvcCWXGvx4XEZgs19-uY-ffOQfsPf7_F1TA5u4__p30hSrGE</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Meng, Guowang</creator><creator>Ye, Yangchun</creator><creator>Wu, Bo</creator><creator>Luo, Guijun</creator><creator>Zhang, Xu</creator><creator>Zhou, Zhiqiang</creator><creator>Sun, Wentao</creator><general>Hindawi</general><general>John Wiley & Sons, Inc</general><general>Hindawi Limited</general><scope>RHU</scope><scope>RHW</scope><scope>RHX</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TB</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>HCIFZ</scope><scope>KR7</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-4682-3120</orcidid><orcidid>https://orcid.org/0000-0002-4342-6971</orcidid><orcidid>https://orcid.org/0000-0002-1899-1741</orcidid></search><sort><creationdate>2021</creationdate><title>Risk Assessment of Shield Tunnel Construction in Karst Strata Based on Fuzzy Analytic Hierarchy Process and Cloud Model</title><author>Meng, Guowang ; 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Yusoff, Nur Izzi</au><au>Nur Izzi Md Yusoff</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Risk Assessment of Shield Tunnel Construction in Karst Strata Based on Fuzzy Analytic Hierarchy Process and Cloud Model</atitle><jtitle>Shock and vibration</jtitle><date>2021</date><risdate>2021</risdate><volume>2021</volume><issue>1</issue><issn>1070-9622</issn><eissn>1875-9203</eissn><abstract>Karst is an unfavorable geology that is very undesirable in tunnel construction. It is extremely risky due to the complexity and fuzziness of shield excavation in karst strata. To reduce the construction risk of shield tunneling in karst strata, a risk assessment method based on cloud model and fuzzy analytic hierarchy process (FAHP) is proposed. A risk assessment index system is established, including four first-level indices of karst geological conditions, hydrogeological conditions, tunnel design, and shield construction, as well as seventeen second-level indices. Fuzzy analytic hierarchy process is used to determine the evaluation indices weights. The numerical characteristics of each index and the risk cloud diagram are obtained via the backward cloud generator and forward cloud generator, respectively. The certainty degrees of the assessment indices corresponding to each risk level are calculated, and the final risk level is determined based on the comparison of the risk cloud diagram and the principle of maximum certainty. The proposed model is applied to the risk analysis and calculation of shield tunnel engineering, and the risk assessment results indicate that the comprehensive risk level of shield tunnel construction in karst strata is level II, which is consistent with the actual project. It demonstrates that the proposed method can provide a reference for the risk assessment of shield tunnels construction in karst strata.</abstract><cop>Cairo</cop><pub>Hindawi</pub><doi>10.1155/2021/7237136</doi><orcidid>https://orcid.org/0000-0002-4682-3120</orcidid><orcidid>https://orcid.org/0000-0002-4342-6971</orcidid><orcidid>https://orcid.org/0000-0002-1899-1741</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analytic hierarchy process BCG BCG vaccines Caves Clouds Construction accidents & safety Engineering Fuzzy sets Hydrogeology Karst Mathematical analysis Methods Neural networks Risk analysis Risk assessment Risk levels Strata Transportation authorities Tunnel construction Tunneling shields Tunnels Values |
title | Risk Assessment of Shield Tunnel Construction in Karst Strata Based on Fuzzy Analytic Hierarchy Process and Cloud Model |
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