Robust parameter identification using parallel global optimization for a batch nonlinear enzyme-catalytic time-delayed process presenting metabolic discontinuities
Sign Up to like & getrecommendations! Published in 2017 at "Applied Mathematical Modelling"
DOI: 10.1016/j.apm.2017.01.079
Abstract: Abstract In this paper, a nonlinear enzyme-catalytic time-delayed switched dynamical system is considered to describe batch culture of glycerol bioconversion to 1,3-propanediol induced by Klebsiella pneumoniae. This system can not only predict the exponential growth… read more here.
Keywords: parameter identification; robust parameter; time; switching times ... See more keywords
Robust parameter estimation with outlier-contaminated correlated measurements and applications to aerodynamic coefficient identification
Sign Up to like & getrecommendations! Published in 2021 at "Aerospace Science and Technology"
DOI: 10.1016/j.ast.2021.106995
Abstract: Abstract We consider the robust parameter estimation problem for state-space models with correlated measurements in the presence of outliers. Both the scenarios that the statistical information of the nominal noises in state-space models is known… read more here.
Keywords: parameter estimation; robust parameter; correlated measurements; coefficient identification ... See more keywords
A global solution for robust parameter design of aeronautical electrical apparatus based on interactions analysis and polynomial fitting
Sign Up to like & getrecommendations! Published in 2020 at "Chinese Journal of Aeronautics"
DOI: 10.1016/j.cja.2019.09.024
Abstract: Abstract Robust Parameter Design (RPD) has been widely applied for improving quality and reliability of products. One of the key drawbacks of applying RPD using Taguchi method is that the stable factors may not be… read more here.
Keywords: parameter design; interactions analysis; design aeronautical; polynomial fitting ... See more keywords
Robust parameter design based on the ensemble Bayesian model averaging
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2024.2442766
Abstract: There are various uncertainties in the manufacturing process, which may have a significant impact on the accuracy of modeling, leading to the failure of the final process design. Therefore, building accurate models plays an important… read more here.
Keywords: robust parameter; based ensemble; bayesian model; ensemble bayesian ... See more keywords
Estimation of Persistently Exciting Subspaces for Robust Parameter Adaptation
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2024.3469246
Abstract: Recently we proposed the $\mu$-modification for robust parameter adaptation, premised on the observation that only the parameter dynamics along the subspace with no persistent excitation must be rendered robust. Robustness thereby reduces to a problem… read more here.
Keywords: persistently exciting; robust parameter; inline formula; parameter ... See more keywords
Robust parameter design based on response surface model under considering measurement errors
Sign Up to like & getrecommendations! Published in 2019 at "Scientia Iranica"
DOI: 10.24200/sci.2019.50622.1793
Abstract: Response surface approach is effective for robust parameter design. Previous response surface methodology assumes that the independent variables are measured without errors. However, this assumption might be violated due to the low capability of measurement… read more here.
Keywords: measurement errors; parameter design; response surface; robust parameter ... See more keywords