Retrospective Cost Parameter Estimation with Application to Space Weather Modeling

A Goel, DS Bernstein - Handbook of Dynamic Data Driven Applications …, 2023 - Springer
This chapter reviews standard parameter estimation techniques and presents a novel
gradient-, ensemble-, adjoint-free data-driven parameter estimation technique in the DDDAS …

Contractivity of the method of successive approximations for optimal control

KD Smith, F Bullo - IEEE Control Systems Letters, 2022 - ieeexplore.ieee.org
Strongly contracting dynamical systems have numerous properties (eg, incremental ISS),
find widespread applications (eg, in controls and learning), and their study is receiving …

Model-free Multi-Objective Iterative Learning Control for Selective Laser Melting

U Inyang-Udoh, R Hu, S Mishra, J Wen… - 2022 American …, 2022 - ieeexplore.ieee.org
This paper presents a model-free iterative learning control (ILC) scheme for multi-objective
temperature control in Selective Laser Melting (SLM). The goal is to ensure that while …

Optimal control of continuous-time symmetric systems with unknown dynamics and noisy measurements

H Taghavian, F Dorfler, M Johansson - arXiv preprint arXiv:2403.13605, 2024 - arxiv.org
An iterative learning algorithm is presented for continuous-time linear-quadratic optimal
control problems where the system is externally symmetric with unknown dynamics. Both …

Retrospective Cost Parameter Estimation with Application to Space Weather Modeling

A Goel, DS Bernstein - arXiv preprint arXiv:2208.07437, 2022 - arxiv.org
This chapter reviews standard parameter-estimation techniques and presents a novel
gradient-, ensemble-, adjoint-free data-driven parameter estimation technique in the DDDAS …

Kalman's Contributions to Control Theory

R Gupta - Resonance, 2024 - Springer
Abstract Rudolf Emil Kalman was a Hungarian-American electrical engineer and
mathematician who revolutionized the field of control theory by introducing advanced …

Control and Estimation in Network Systems

K Smith - 2022 - escholarship.org
Networks are ubiquitous in natural and engineered systems, from critical infrastructures (like
power grids and water distribution systems) to contact networks in epidemiological models …

[图书][B] Data-driven strategies for control in additive manufacturing

U Inyang-Udoh - 2021 - search.proquest.com
Additive Manufacturing (AM) techniques are quickly becoming attractive for fabricating parts
ranging from biological tissues to aircraft components. A key challenge in these techniques …