Application of Proper Orthogonal Decomposition and Neural Networks to UAV Task Assignment

AIAA Infotech@Aerospace 2010 ◽

10.2514/6.2010-3541 ◽

2010 ◽

Author(s):

Kelly Cohen ◽

Steven Rasmussen

Keyword(s):

Neural Networks ◽

Proper Orthogonal Decomposition ◽

Task Assignment ◽

Orthogonal Decomposition ◽

Proper Orthogonal

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Application of Proper Orthogonal Decomposition and Artificial Neural Networks to Multiple UAV Task Assignment

AIAA Guidance, Navigation, and Control Conference ◽

10.2514/6.2010-8439 ◽

2010 ◽

Author(s):

Laura Humphrey ◽

Kelly Cohen ◽

Steven Rasmussen

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Proper Orthogonal Decomposition ◽

Task Assignment ◽

Orthogonal Decomposition ◽

Artificial Neural ◽

Proper Orthogonal

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Damage detection in structural systems utilizing artificial neural networks and proper orthogonal decomposition

Structural Control and Health Monitoring ◽

10.1002/stc.2288 ◽

2018 ◽

Vol 26 (2) ◽

pp. e2288 ◽

Author(s):

Saeed Eftekhar Azam ◽

Ahmed Rageh ◽

Daniel Linzell

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Damage Detection ◽

Proper Orthogonal Decomposition ◽

Orthogonal Decomposition ◽

Structural Systems ◽

Artificial Neural ◽

Proper Orthogonal

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Proper orthogonal decomposition based feedback optimal control synthesis of distributed parameter systems using neural networks

Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301) ◽

10.1109/acc.2002.1025337 ◽

2002 ◽

Author(s):

R. Padhi ◽

S.N. Balakrishnan

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Proper Orthogonal Decomposition ◽

Distributed Parameter Systems ◽

Orthogonal Decomposition ◽

Control Synthesis ◽

Distributed Parameter ◽

Optimal Control Synthesis ◽

Feedback Optimal Control ◽

Proper Orthogonal

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Nonlinear time-domain macromodeling using proper orthogonal decomposition and feedforward neural networks

2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE) ◽

10.1109/ccece.2017.7946636 ◽

2017 ◽

Author(s):

Marwan Kanaan ◽

Roni Khazaka

Keyword(s):

Neural Networks ◽

Proper Orthogonal Decomposition ◽

Time Domain ◽

Feedforward Neural Networks ◽

Orthogonal Decomposition ◽

Proper Orthogonal ◽

Nonlinear Time Domain

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PROPER ORTHOGONAL DECOMPOSITION BASED OPTIMAL CONTROL DESIGN OF HEAT EQUATION WITH DISCRETE ACTUATORS USING NEURAL NETWORKS

IFAC Proceedings Volumes ◽

10.3182/20020721-6-es-1901.00304 ◽

2002 ◽

Vol 35 (1) ◽

pp. 329-334 ◽

Author(s):

Radhakant Padhi ◽

S.N. Balakrishnan

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Heat Equation ◽

Proper Orthogonal Decomposition ◽

Control Design ◽

Orthogonal Decomposition ◽

Proper Orthogonal

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Non-intrusive reduced-order modeling using uncertainty-aware Deep Neural Networks and Proper Orthogonal Decomposition: Application to flood modeling

Journal of Computational Physics ◽

10.1016/j.jcp.2020.109854 ◽

2021 ◽

Vol 424 ◽

pp. 109854

Author(s):

Pierre Jacquier ◽

Azzedine Abdedou ◽

Vincent Delmas ◽

Azzeddine Soulaïmani

Keyword(s):

Neural Networks ◽

Proper Orthogonal Decomposition ◽

Deep Neural Networks ◽

Reduced Order Modeling ◽

Orthogonal Decomposition ◽

Flood Modeling ◽

Reduced Order ◽

Proper Orthogonal

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Surrogate modeling of elasto-plastic problems via long short-term memory neural networks and proper orthogonal decomposition

Computer Methods in Applied Mechanics and Engineering ◽

10.1016/j.cma.2021.114030 ◽

2021 ◽

Vol 385 ◽

pp. 114030

Author(s):

Sunyoung Im ◽

Jonggeon Lee ◽

Maenghyo Cho

Keyword(s):

Neural Networks ◽

Proper Orthogonal Decomposition ◽

Short Term Memory ◽

Surrogate Modeling ◽

Orthogonal Decomposition ◽

Term Memory ◽

Long Short Term Memory ◽

Proper Orthogonal

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Recurrent neural networks and proper orthogonal decomposition with interval data for real-time predictions of mechanised tunnelling processes

Computers & Structures ◽

10.1016/j.compstruc.2017.03.020 ◽

2018 ◽

Vol 207 ◽

pp. 258-273 ◽

Author(s):

S. Freitag ◽

B.T. Cao ◽

J. Ninić ◽

G. Meschke

Keyword(s):

Neural Networks ◽

Proper Orthogonal Decomposition ◽

Real Time ◽

Recurrent Neural Networks ◽

Interval Data ◽

Orthogonal Decomposition ◽

Proper Orthogonal ◽

Mechanised Tunnelling

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Analysis of Spatiotemporal Field Modes of Particle-in-Cell Plasma Simulations via Proper Orthogonal Decomposition

2020 International Applied Computational Electromagnetics Society Symposium (ACES) ◽

10.23919/aces49320.2020.9196152 ◽

2020 ◽

Author(s):

Julio L. Nicolini ◽

Fernando L. Teixeira

Keyword(s):

Proper Orthogonal Decomposition ◽

Orthogonal Decomposition ◽

Particle In Cell ◽

Cell Plasma ◽

Plasma Simulations ◽

Proper Orthogonal

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An examination of coherent structures in a lobed mixer using multifractal measures in conjunction with the proper orthogonal decomposition

10.2514/6.1991-521 ◽

1991 ◽

Author(s):

L. UKEILEY ◽

M. VARGHESE ◽

M. GLAUSER ◽

D. VALENTINE

Keyword(s):

Proper Orthogonal Decomposition ◽

Coherent Structures ◽

Orthogonal Decomposition ◽

Proper Orthogonal ◽

Multifractal Measures

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