Recursive parameter identification of the dynamical models for bilinear state space systems
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DOI: 10.1007/s11071-017-3594-y
Abstract: This paper investigates the recursive parameter and state estimation algorithms for a special class of nonlinear systems (i.e., bilinear state space systems). A state observer-based stochastic gradient (O-SG) algorithm is presented for the bilinear state… read more here.
Keywords: state; recursive parameter; state space; bilinear state ... See more keywords
Joint Multi-innovation Recursive Extended Least Squares Parameter and State Estimation for a Class of State-space Systems
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DOI: 10.1007/s12555-019-0053-1
Abstract: The relationship between the parameters and the states of state-space systems is nonlinear, which makes the identification problems of state-space systems complicated. This paper considers the joint parameter and state estimation issues for a class… read more here.
Keywords: state; least squares; state space; recursive extended ... See more keywords
Phase behavior of continuous-space systems: A supervised machine learning approach
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DOI: 10.1063/5.0014194
Abstract: The phase behavior of complex fluids is a challenging problem for molecular simulations. Supervised machine learning (ML) methods have shown potential for identifying the phase boundaries of lattice models. In this work, we extend these… read more here.
Keywords: phase; machine learning; supervised machine; phase behavior ... See more keywords
Architectural Concept of Disaggregation of Space Systems: Application to Weather Satellites
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Spacecraft and Rockets"
DOI: 10.2514/1.a34353
Abstract: In the next decades, researchers and global decision makers will rely on new emerging technologies, architectural constructs, and ideas to reshape the space enterprise to meet many of their needs f... read more here.
Keywords: space systems; disaggregation space; concept disaggregation; systems application ... See more keywords
Parallel Implementation of Modeling of Fractional-Order State-Space Systems Using the Fixed-Step Euler Method
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DOI: 10.3390/e21100931
Abstract: This paper presents new results in implementation of parallel computing in modeling of fractional-order state-space systems. The methods considered in the paper are based on the Euler fixed-step discretization scheme and the Grünwald-Letnikov definition of… read more here.
Keywords: order; state space; fractional order; order state ... See more keywords