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Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference [PDF]
Expert Systems With Applications, 2009 This paper presents a fault diagnosis method based on adaptive neuro-fuzzy inference system (ANFIS) in combination with decision trees. Classification and regression tree (CART) which is one of the decision tree methods is used as a feature selection ...
Van Tung Tran, Andy C C Tan, Bo-Suk Yang
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Intuitionistic fuzzy fault tree analysis of PCBA using novel arithmetic operations
Journal of Quality in Maintenance Engineering, 2023PurposeThe main goal of this paper is to develop novel Tω(weakest t-norm)-based fuzzy arithmetic operations to analyze the intuitionistic fuzzy reliability of Printed Circuit Board Assembly (PCBA) using fault tree.Design/methodology/approachThe paper ...
Rocky Khajuria, Komal
semanticscholar +1 more source
International Journal of Occupational Safety and Ergonomics, 2020 This study aimed at establishing fault tree analysis (FTA) using expert opinion to compute the probability of an event. To find the probability of the top event (TE), all probabilities of the basic events (BEs) should be available when the FTA is drawn ...
Mohammad Yazdi +2 more
exaly +2 more sources
Fuzzy Fault Tree Based Fault Detection
2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2012In this article, for the Linux operating system environment, with the characteristics of ambiguity and uncertainty for the occurrence probability of system failures, fuzzy theory is introduced into the fault tree analysis. The occurrence probability of basic events in the conventional fault tree is made fuzzy by introducing the concept of fuzzy sets ...
Yuening Kang +4 more
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A Fuzzy Decision Tree for Fault Classification
Risk Analysis, 2008In plant accident management, the control room operators are required to identify the causes of the accident, based on the different patterns of evolution of the monitored process variables thereby developing. This task is often quite challenging, given the large number of process parameters monitored and the intense emotional states under which it is ...
ZIO, ENRICO +2 more
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Fuzzy Fault Tree Analysis for Structural Safety
Journal of Intelligent & Fuzzy Systems, 1996A tool that can be used to assess structural safety is fault tree analysis (FTA) , which depends primarily on quantitative information. However, in many cases, safety assessment of civil engineering structures is based on subjective judgement. To improve the traditional FTA, the authors use the fuzzy set concept and introduce fuzzy fault tree analysis (
Tomoyuki Fujino, Fabian C. Hadipriono
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Risk assessment of floating offshore wind turbines based on fuzzy fault tree analysis
Ocean Engineering, 2021Risk assessment of Floating Offshore Wind Turbines (FOWTs) relies on failure statistics, which are usually collected from various source. In order to quantify the information uncertainties, this paper introduces the Fuzzy Fault Tree Analysis (FFTA) to ...
Jialiang Zhang +3 more
semanticscholar +1 more source
Influencing factors of agricultural machinery accidents based on fuzzy fault tree analysis
J. Comput. Methods Sci. Eng., 2022Safety is an important indicator to the design of agricultural machinery products. In order to grasp the risk source of agricultural machinery accidents accurately, explore the causes and laws of agricultural machinery accidents, and prevent the ...
Bin Qi +6 more
semanticscholar +1 more source