Results 31 to 40 of about 33,209,479 (267)
Formal Synthesis of Lyapunov Neural Networks
IEEE Control Systems Letters, 2020 We propose an automatic and formally sound method for synthesising Lyapunov functions for the asymptotic stability of autonomous non-linear systems. Traditional methods are either analytical and require manual effort or are numerical but lack of formal ...
A. Abate +3 more
semanticscholar +1 more source
IET Cyber-Physical Systems, 2019 This study proposes a novel user-centric cyber-physical framework to achieve distributed demand response (DDR) in a distribution system where local schedulers (LS) present at individual buses program both local and non-local loads to reduce the maximum ...
Swaroop Ranjan Mishra +3 more
doaj +1 more source
DNN identification and fault-tolerant control for non-linear systems with unknown faults
The Journal of Engineering, 2019 In this study, dynamical neural networks (DNNs) are used as an online identifier for a class of non-linear systems with unknown actuator faults. By integrating the designed non-linear FD observer with adaptive regulation algorithm, the parameter coupling
Xiaoli Zhang +3 more
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Distributed finite-time information discovery-based secondary restoration for islanded microgrids
IET Smart Grid, 2019 A new finite-time secondary voltage and frequency restoration scheme for an islanded microgrid (MG) is proposed in this study. All distributed generators (DGs) do not have access to the voltage and frequency reference value which makes their control more
Sonam Shrivastava, Bidyadhar Subudhi
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An iterative method to solve Lyapunov equations
CoRR, 2023 We present here a new splitting method to solve Lyapunov equations of the type $AP + PA^T=-BB^T$ in a Kronecker product form. Although that resulting matrix is of order $n^2$, each iteration of the method demands only two operations with the matrix $A$: a multiplication of the form $(A-σI) \hat{B}$ and a inversion of the form $(A-σI)^{-1}\hat{B}$.
Licio Hernanes Bezerra +1 more
openaire +2 more sources
An efficient deep learning model for brain tumour detection with privacy preservation
CAAI Transactions on Intelligence Technology, EarlyView., 2023 Abstract Internet of medical things (IoMT) is becoming more prevalent in healthcare applications as a result of current AI advancements, helping to improve our quality of life and ensure a sustainable health system. IoMT systems with cutting‐edge scientific capabilities are capable of detecting, transmitting, learning and reasoning.
Mujeeb Ur Rehman +8 more
wiley +1 more source
IEEE Access, 2020 In this paper, new conditions of the stability, stabilization and L2-gain performance of periodic piecewise systems are proposed. Both the continuous and discontinuous Lyapunov functions with dwell-time related time-varying Lyapunov matrix polynomial are
Panshuo Li +3 more
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Note on the Lyapunov functional method
Applied Mathematics Letters, 2018 zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire +2 more sources
IEEE Access, 2020 In this paper, we propose a novel state-feedback backstepping control design approach for a single-input single-output (SISO) nonlinear system in strict-feedback form.
Zhengru Ren, Bo Zhao, Dong Trong Nguyen
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Dynamic Systems Enhanced by Electronic Circuits on 7D
Advances in Materials Science and Engineering, 2021 Hybrid synchronization is one of the most significant aspects of a dynamic system. We achieve nonlinear control unit results to synchronize two comparable 7D structures in this study.
Abdulsattar Abdullah Hamad +7 more
doaj +1 more source