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• W3033998266 abstract "Corrosion is a major problem affecting the durability of reinforced concrete structures. Corrosion related maintenance and repair of reinforced concrete structures cost multibillion USD per annum globally. It is often triggered by the ingression of carbon dioxide and/or chloride into the pores of concrete. Estimation of these corrosion causing factors using the conventional models results in suboptimal assessment since they are incapable of capturing the complex interaction of parameters. Hygrothermal interaction also plays a role in aggravating the corrosion of reinforcement bar and this is usually counteracted by applying surface-protection systems. These systems have different degree of protection and they may even cause deterioration to the structure unintentionally. The overall objective of this dissertation is to provide a framework that enhances the assessment reliability of the corrosion controlling factors. The framework is realized through the development of data-driven carbonation depth, chloride profile and hygrothermal performance prediction models. The carbonation depth prediction model integrates neural network, decision tree, boosted and bagged ensemble decision trees. The ensemble tree based chloride profile prediction models evaluate the significance of chloride ingress controlling variables from various perspectives. The hygrothermal interaction prediction models are developed using neural networks to evaluate the status of corrosion and other unexpected deteriorations in surface-treated concrete elements. Long-term data for all models were obtained from three different field experiments. The performance comparison of the developed carbonation depth prediction model with the conventional one confirmed the prediction superiority of the data-driven model. The variable ..." @default.
• W3033998266 created "2020-06-12" @default.
• W3033998266 creator A5019252606 @default.
• W3033998266 date "2020-06-18" @default.
• W3033998266 modified "2023-09-27" @default.
• W3033998266 title "Data-Driven Method for Enhanced Corrosion Assessment of Reinforced Concrete Structures." @default.
• W3033998266 cites W102853164 @default.
• W3033998266 cites W1155727528 @default.
• W3033998266 cites W1224841963 @default.
• W3033998266 cites W129882156 @default.
• W3033998266 cites W14024944 @default.
• W3033998266 cites W1484812634 @default.
• W3033998266 cites W1489742552 @default.
• W3033998266 cites W1500673007 @default.
• W3033998266 cites W1503398984 @default.
• W3033998266 cites W1523937437 @default.
• W3033998266 cites W1549998098 @default.
• W3033998266 cites W1553407966 @default.
• W3033998266 cites W1555487734 @default.
• W3033998266 cites W1565050238 @default.
• W3033998266 cites W1569512666 @default.
• W3033998266 cites W1570448133 @default.
• W3033998266 cites W1582290234 @default.
• W3033998266 cites W158378607 @default.
• W3033998266 cites W1587157779 @default.
• W3033998266 cites W1589491906 @default.
• W3033998266 cites W1591040075 @default.
• W3033998266 cites W1598201578 @default.
• W3033998266 cites W1816322466 @default.
• W3033998266 cites W1841820628 @default.
• W3033998266 cites W1842075455 @default.
• W3033998266 cites W1847724720 @default.
• W3033998266 cites W1861122615 @default.
• W3033998266 cites W1880073033 @default.
• W3033998266 cites W1912864445 @default.
• W3033998266 cites W1914288671 @default.
• W3033998266 cites W1969430077 @default.
• W3033998266 cites W1973312964 @default.
• W3033998266 cites W1975065783 @default.
• W3033998266 cites W1979697910 @default.
• W3033998266 cites W1981860795 @default.
• W3033998266 cites W1983745476 @default.
• W3033998266 cites W1988514825 @default.
• W3033998266 cites W1989398170 @default.
• W3033998266 cites W1990830000 @default.
• W3033998266 cites W1991850767 @default.
• W3033998266 cites W1993894584 @default.
• W3033998266 cites W1994085451 @default.
• W3033998266 cites W1996801166 @default.
• W3033998266 cites W2003260543 @default.
• W3033998266 cites W2003955416 @default.
• W3033998266 cites W2005263318 @default.
• W3033998266 cites W2007486554 @default.
• W3033998266 cites W2009014455 @default.
• W3033998266 cites W2010099665 @default.
• W3033998266 cites W2010500080 @default.
• W3033998266 cites W2012723378 @default.
• W3033998266 cites W2013251723 @default.
• W3033998266 cites W2022795043 @default.
• W3033998266 cites W2023565577 @default.
• W3033998266 cites W2026543612 @default.
• W3033998266 cites W2033527786 @default.
• W3033998266 cites W2034205085 @default.
• W3033998266 cites W2037099174 @default.
• W3033998266 cites W2037717027 @default.
• W3033998266 cites W2046836886 @default.
• W3033998266 cites W2048271631 @default.
• W3033998266 cites W2048370585 @default.
• W3033998266 cites W2050524161 @default.
• W3033998266 cites W2053717624 @default.
• W3033998266 cites W2054800492 @default.
• W3033998266 cites W2055920531 @default.
• W3033998266 cites W2056148193 @default.
• W3033998266 cites W2056579116 @default.
• W3033998266 cites W2056909593 @default.
• W3033998266 cites W2057557488 @default.
• W3033998266 cites W2059592001 @default.
• W3033998266 cites W2060802121 @default.
• W3033998266 cites W2065753566 @default.
• W3033998266 cites W2065812371 @default.
• W3033998266 cites W2066515955 @default.
• W3033998266 cites W2066766534 @default.
• W3033998266 cites W2069826088 @default.
• W3033998266 cites W2074676124 @default.
• W3033998266 cites W207758080 @default.
• W3033998266 cites W2079719363 @default.
• W3033998266 cites W2080269690 @default.
• W3033998266 cites W2080870371 @default.
• W3033998266 cites W2081511204 @default.
• W3033998266 cites W2086333561 @default.
• W3033998266 cites W2087976198 @default.
• W3033998266 cites W2089128845 @default.
• W3033998266 cites W2093194035 @default.
• W3033998266 cites W2097082627 @default.
• W3033998266 cites W2099472075 @default.
• W3033998266 cites W2103259137 @default.
• W3033998266 cites W2107641306 @default.
• W3033998266 cites W2110504724 @default.
• W3033998266 cites W2124776405 @default.
• W3033998266 cites W2125014994 @default.

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