Dynamic time-cost-quality tradeoff of rockfill dam construction based on real-time monitoring
Time, cost, and quality are three key control factors in rockfill dam construction, and the tradeoff among them is important. Research has focused on the construction time-cost-quality tradeoff for the planning or design phase, built on static empirical data. However, due to its intrinsic uncertaint...
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description | Time, cost, and quality are three key control factors in rockfill dam construction, and the tradeoff among them is important. Research has focused on the construction time-cost-quality tradeoff for the planning or design phase, built on static empirical data. However, due to its intrinsic uncertainties, rockfill dam construction is a dynamic process which requires the tradeoffto adjust dynamically to changes in construction conditions. In this study, a dynamic time-cost-quality tradeoff (DTCQT) method is proposed to balance time, cost, and quality at any stage of the construction process. A time-cost-quality tradeoff model is established that considers time cost and quality cost. Time, cost, and quality are dynamically estimated based on real-time monitoring. The analytic hierarchy process (AHP) method is applied to quantify the decision preferences among time, cost, and quality as objective weights. In addition, an improved non-dominated sorting genetic algorithm (NSGA-II) coupled with the technique for order preference by similarity to ideal solution (TOPSIS) method is used to search for the optimal compromise solution. A case study project is analyzed to demonstrate the applicability of the method, and the efficiency of the proposed optimization method is compared with that of the linear weighted sum (LWS) and NSGA-II. |
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Research has focused on the construction time-cost-quality tradeoff for the planning or design phase, built on static empirical data. However, due to its intrinsic uncertainties, rockfill dam construction is a dynamic process which requires the tradeoffto adjust dynamically to changes in construction conditions. In this study, a dynamic time-cost-quality tradeoff (DTCQT) method is proposed to balance time, cost, and quality at any stage of the construction process. A time-cost-quality tradeoff model is established that considers time cost and quality cost. Time, cost, and quality are dynamically estimated based on real-time monitoring. The analytic hierarchy process (AHP) method is applied to quantify the decision preferences among time, cost, and quality as objective weights. In addition, an improved non-dominated sorting genetic algorithm (NSGA-II) coupled with the technique for order preference by similarity to ideal solution (TOPSIS) method is used to search for the optimal compromise solution. 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A. Science</title><addtitle>J. Zhejiang Univ. Sci. A</addtitle><addtitle>Journal of Zhejiang University Science</addtitle><description>Time, cost, and quality are three key control factors in rockfill dam construction, and the tradeoff among them is important. Research has focused on the construction time-cost-quality tradeoff for the planning or design phase, built on static empirical data. However, due to its intrinsic uncertainties, rockfill dam construction is a dynamic process which requires the tradeoffto adjust dynamically to changes in construction conditions. In this study, a dynamic time-cost-quality tradeoff (DTCQT) method is proposed to balance time, cost, and quality at any stage of the construction process. A time-cost-quality tradeoff model is established that considers time cost and quality cost. Time, cost, and quality are dynamically estimated based on real-time monitoring. The analytic hierarchy process (AHP) method is applied to quantify the decision preferences among time, cost, and quality as objective weights. In addition, an improved non-dominated sorting genetic algorithm (NSGA-II) coupled with the technique for order preference by similarity to ideal solution (TOPSIS) method is used to search for the optimal compromise solution. A case study project is analyzed to demonstrate the applicability of the method, and the efficiency of the proposed optimization method is compared with that of the linear weighted sum (LWS) and NSGA-II.</description><subject>Analytic hierarchy process</subject><subject>Case studies</subject><subject>Civil Engineering</subject><subject>Classical and Continuum Physics</subject><subject>Classifying</subject><subject>Construction</subject><subject>Construction costs</subject><subject>Cost analysis</subject><subject>Dam construction</subject><subject>Dams</subject><subject>Decision analysis</subject><subject>Empirical analysis</subject><subject>Engineering</subject><subject>Genetic algorithms</subject><subject>Industrial Chemistry/Chemical Engineering</subject><subject>Mechanical Engineering</subject><subject>Monitoring</subject><subject>Optimization</subject><subject>Quality</subject><subject>Real time</subject><subject>Rockfill dams</subject><subject>Sorting algorithms</subject><subject>Tradeoffs</subject><issn>1673-565X</issn><issn>1862-1775</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp1kL1PwzAQxSMEEqUwslswu9gxtuOxKp9SJRaQWFDk-KO4JHFrO0P563FUQCxMd9L97r27VxTnGM0wI_hq_TnE2RwzhCi7PigmuGIlxJzTw9wzTiBl9PW4OIlxnRGOGJ8Ubze7XnZOgeQ6A5WPCW4H2bq0AylIbby1wFsQvPqwrm2Blh1Qvo8pDCo534NGRqNBboKRLRxVQOd7l3xw_eq0OLKyjebsu06Ll7vb58UDXD7dPy7mS6gIwQkKalHDiSaiZAhLiqkWVUk1x5VA2libJ0xhqgQStEFCM9EI3gh8zbligpJpcbnX3QS_HUxM9doPoc-WNa4qVKGSlDhTcE-p4GMMxtab4DoZdjVG9ZhgPSZY_ySY-dmej5vxGRP-qP6zcPFt8O771Tbv_DowjktBxlu_ADuof4g</recordid><startdate>2017</startdate><enddate>2017</enddate><creator>Zhong, Deng-hua</creator><creator>Hu, Wei</creator><creator>Wu, Bin-ping</creator><creator>Li, Zheng</creator><creator>Zhang, Jun</creator><general>Zhejiang University Press</general><general>Springer Nature B.V</general><scope>2RA</scope><scope>92L</scope><scope>CQIGP</scope><scope>~WA</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>2017</creationdate><title>Dynamic time-cost-quality tradeoff of rockfill dam construction based on real-time monitoring</title><author>Zhong, Deng-hua ; Hu, Wei ; Wu, Bin-ping ; Li, Zheng ; Zhang, Jun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c331t-95f0b73d392601a515d9825d71890deffd396c15c9095b09d69b97b91477c6953</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Analytic hierarchy process</topic><topic>Case studies</topic><topic>Civil Engineering</topic><topic>Classical and Continuum Physics</topic><topic>Classifying</topic><topic>Construction</topic><topic>Construction costs</topic><topic>Cost analysis</topic><topic>Dam construction</topic><topic>Dams</topic><topic>Decision analysis</topic><topic>Empirical analysis</topic><topic>Engineering</topic><topic>Genetic algorithms</topic><topic>Industrial Chemistry/Chemical Engineering</topic><topic>Mechanical Engineering</topic><topic>Monitoring</topic><topic>Optimization</topic><topic>Quality</topic><topic>Real time</topic><topic>Rockfill dams</topic><topic>Sorting algorithms</topic><topic>Tradeoffs</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhong, Deng-hua</creatorcontrib><creatorcontrib>Hu, Wei</creatorcontrib><creatorcontrib>Wu, Bin-ping</creatorcontrib><creatorcontrib>Li, Zheng</creatorcontrib><creatorcontrib>Zhang, Jun</creatorcontrib><collection>中文科技期刊数据库</collection><collection>中文科技期刊数据库-CALIS站点</collection><collection>中文科技期刊数据库-7.0平台</collection><collection>中文科技期刊数据库- 镜像站点</collection><collection>CrossRef</collection><jtitle>Journal of Zhejiang University. A. Science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhong, Deng-hua</au><au>Hu, Wei</au><au>Wu, Bin-ping</au><au>Li, Zheng</au><au>Zhang, Jun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Dynamic time-cost-quality tradeoff of rockfill dam construction based on real-time monitoring</atitle><jtitle>Journal of Zhejiang University. A. Science</jtitle><stitle>J. Zhejiang Univ. Sci. A</stitle><addtitle>Journal of Zhejiang University Science</addtitle><date>2017</date><risdate>2017</risdate><volume>18</volume><issue>1</issue><spage>1</spage><epage>19</epage><pages>1-19</pages><issn>1673-565X</issn><eissn>1862-1775</eissn><abstract>Time, cost, and quality are three key control factors in rockfill dam construction, and the tradeoff among them is important. Research has focused on the construction time-cost-quality tradeoff for the planning or design phase, built on static empirical data. However, due to its intrinsic uncertainties, rockfill dam construction is a dynamic process which requires the tradeoffto adjust dynamically to changes in construction conditions. In this study, a dynamic time-cost-quality tradeoff (DTCQT) method is proposed to balance time, cost, and quality at any stage of the construction process. A time-cost-quality tradeoff model is established that considers time cost and quality cost. Time, cost, and quality are dynamically estimated based on real-time monitoring. The analytic hierarchy process (AHP) method is applied to quantify the decision preferences among time, cost, and quality as objective weights. In addition, an improved non-dominated sorting genetic algorithm (NSGA-II) coupled with the technique for order preference by similarity to ideal solution (TOPSIS) method is used to search for the optimal compromise solution. A case study project is analyzed to demonstrate the applicability of the method, and the efficiency of the proposed optimization method is compared with that of the linear weighted sum (LWS) and NSGA-II.</abstract><cop>Hangzhou</cop><pub>Zhejiang University Press</pub><doi>10.1631/jzus.A1600564</doi><tpages>19</tpages></addata></record> |
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subjects | Analytic hierarchy process Case studies Civil Engineering Classical and Continuum Physics Classifying Construction Construction costs Cost analysis Dam construction Dams Decision analysis Empirical analysis Engineering Genetic algorithms Industrial Chemistry/Chemical Engineering Mechanical Engineering Monitoring Optimization Quality Real time Rockfill dams Sorting algorithms Tradeoffs |
title | Dynamic time-cost-quality tradeoff of rockfill dam construction based on real-time monitoring |
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