Self-evolving fuzzy model-based controller with online structure and parameter learning for hypersonic vehicle
Sign Up to like & getrecommendations! Published in 2017 at "Aerospace Science and Technology"
DOI: 10.1016/j.ast.2017.01.008
Abstract: Abstract This paper presents a self-evolving fuzzy model-based controller for a generic hypersonic vehicle (HV). The self-evolving fuzzy model can dynamically evolve its rule base through evaluating the influence of a rule and then is… read more here.
Keywords: model based; evolving fuzzy; self evolving; model ... See more keywords
Fault detection through evolving fuzzy cloud-based model
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DOI: 10.1016/j.ifacol.2018.04.011
Abstract: Abstract An evolving fuzzy model for fault detection is presented in this paper. The method is based on simplified, non-parametric fuzzy model named AnYa. The novelty in this paper is the partial density estimation where… read more here.
Keywords: model fault; fault; evolving fuzzy; fault detection ... See more keywords
The Extreme Value Evolving Predictor
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DOI: 10.1109/tfuzz.2020.3044236
Abstract: This article introduces a new evolving fuzzy-rule-based algorithm for online data streams, named extreme value evolving predictor (EVeP). It offers a statistically well-founded approach to define the evolving fuzzy granules that form the antecedent and… read more here.
Keywords: extreme value; value; evolving fuzzy; value evolving ... See more keywords
Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises
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DOI: 10.1109/tfuzz.2021.3090898
Abstract: Non-Gaussian noises always exist in the nonlinear system, which usually lead to inconsistency and divergence of the regression and identification applications. The conventional evolving fuzzy systems (EFSs) in common sense have succeeded to conquer the… read more here.
Keywords: system; structure; non gaussian; evolving fuzzy ... See more keywords