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Published in 2017 at "Journal of Control, Automation and Electrical Systems"
DOI: 10.1007/s40313-016-0285-8
Abstract: In this paper, an online identification algorithm for instrumental variable-based evolving neuro-fuzzy modeling applied to dynamic systems in noisy environment is proposed. The adopted methodology is based on neuro-fuzzy inference system with Takagi–Sugeno evolving structure,…
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Keywords:
neuro fuzzy;
instrumental variable;
adaptive neuro;
black box ... See more keywords
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Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3275447
Abstract: Many applications involving physical systems, such as system control or fault detection, call for a behavioral, black-box, or digital twin of the real system. By observing input-output pairs, a nonlinear system’s black-box twinning model can…
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Keywords:
system;
black box;
box;
real time ... See more keywords
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Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3187740
Abstract: This article deals with the black-box modeling of synchronous generators based on artificial neural networks (ANN). The ANN is applied to define the relationship between the excitation and terminal generator voltage values, and the Levenberg–Marquardt…
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Keywords:
synchronous generators;
black box;
modeling synchronous;
artificial neural ... See more keywords
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Published in 2019 at "Sustainability"
DOI: 10.3390/su11123239
Abstract: The utilization of buoyancy-driven natural ventilation in atrium buildings during transitional seasons helps create a healthy and comfortable indoor environment by bringing fresh air indoors. Among other factors, the air flow rate is a key…
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Keywords:
ventilation;
buoyancy driven;
grey box;
modeling method ... See more keywords