A fuzzy logic model for prediction of compressive strength of concrete by use of non-destructive test results [Predic?ia rezisten?ei la compresiune a betonului pe baza unui model fuzzy ?i a rezultatelor unor teste non-destructive]

Baykan, Umut NaciErdal, M.Uğur, Latif Onur2020-04-302020-04-3020171583-3186https://hdl.handle.net/20.500.12684/29In this study, a fuzzy logic prediction model for compressive strength of concrete was developed based on various nondestructive tests, such as Windsor Probe Penetration Test, Ultrasonic Pulse Velocity and Schmidt Hammer. Experimental results of non-destructive tests were used to construct the fuzzy logic model. The obtained results with fuzzy logic were compared with the multiple linear regression model and experimental values. It was observed that, non-destructive tests’ determination abilities were increased by using fuzzy logic. Results have shown that, fuzzy logic systems have strong potential for predicting 28 days compressive strength using Windsor Probe Penetration value, Ultrasonic Pulse Velocity and Schmidt Hammer rebound as inputs variables. © 2017, Fundatia Serban Solacolu. All rights reserved.eninfo:eu-repo/semantics/closedAccessCompressive strength; Concrete; Fuzzy logic; Non-destructive testing; Statistical modellingA fuzzy logic model for prediction of compressive strength of concrete by use of non-destructive test results [Predic?ia rezisten?ei la compresiune a betonului pe baza unui model fuzzy ?i a rezultatelor unor teste non-destructive]Article4715459Q4