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- W2567300460 abstract "Fuzzy logic has been used in different research fields for more than three decades. It has be-come a robust method to solve complex and intricate problems which are otherwise difficultto solve by traditional methods. But it still requires some human experience and knowledge.In the present study, an attempt is made to design a hybrid optimization technique for au-tomatic formation of the fuzzy knowledge based rules using an evolutionary algorithm. Thishybridization technique has been applied in the field of damage detection and location ofcracks in cracked structural elements. In this paper, a robust fault diagnostic tool based ona differential evolution algorithm and fuzzy logic has been proposed. Theoretical and FiniteElement analyzes are done to model the crack and to find the effect of the presence of crackson changes of vibrational characteristic (natural frequencies) of a fixed-fixed beam. The in-puts to DEA-FL system are the first three relative natural frequencies, and the outputs fromthe system are the relative crack depth and relative crack location. For the validation of theresults obtained from the proposed method and to check the robustness of the controller,experimental analysis is performed. To find average error rates, the bootstrap method hasbeen adopted." @default.
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- W2567300460 date "2017-04-15" @default.
- W2567300460 modified "2023-09-26" @default.
- W2567300460 title "Intelligent hybrid fuzzy logic system for damage detection of beam-like structural elements" @default.
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- W2567300460 doi "https://doi.org/10.15632/jtam-pl.55.2.509" @default.
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