Learning without Data: Physics-Informed Neural Networks for Fast Time-Domain Simulation

Mapping Intimacies ◽

10.1109/smartgridcomm51999.2021.9631995 ◽

2021 ◽

Author(s):

Jochen Stiasny ◽

Samuel Chevalier ◽

Spyros Chatzivasileiadis

Keyword(s):

Neural Networks ◽

Time Domain ◽

Fast Time ◽

Time Domain Simulation

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Piecewise-Exponential Approximation for Fast Time-Domain Simulation of 2-D Cellular Neural Networks

IEEE Transactions on Circuits and Systems II Analog and Digital Signal Processing ◽

10.1109/tcsii.2004.832768 ◽

2004 ◽

Vol 51 (8) ◽

pp. 400-405 ◽

Author(s):

G. DeSandre ◽

A. Premoli

Keyword(s):

Neural Networks ◽

Time Domain ◽

Cellular Neural Networks ◽

Fast Time ◽

Time Domain Simulation ◽

Exponential Approximation ◽

Piecewise Exponential

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Fast time domain simulation of power systems using multilevel preconditioners with adaptive reconstruction strategies

Simulation Modelling Practice and Theory ◽

10.1016/j.simpat.2011.06.001 ◽

2012 ◽

Vol 25 ◽

pp. 90-105 ◽

Author(s):

Shiming Xu ◽

Wei Xue ◽

Ke Wang ◽

Hai Xiang Lin

Keyword(s):

Power Systems ◽

Time Domain ◽

Fast Time ◽

Time Domain Simulation ◽

Multilevel Preconditioners ◽

Adaptive Reconstruction

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Fast Time-Domain Simulation for Reliable Fault Detection

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE) ◽

10.3850/9783981537079_0994 ◽

2016 ◽

Author(s):

Bratislav Tasić ◽

Jos J. Dohmen ◽

Rick Janssen ◽

E. Jan W. ter Maten ◽

Roland Pulch ◽

...

Keyword(s):

Fault Detection ◽

Time Domain ◽

Fast Time ◽

Time Domain Simulation

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Voltage stability assessment by fast time domain simulation and interior-point optimal power flow

IEEE PES Power Systems Conference and Exposition, 2004. ◽

10.1109/psce.2004.1397692 ◽

2005 ◽

Author(s):

A.C.C. de Oliveira ◽

D.M. Falco ◽

G.N. Taranto ◽

G.L. Torres

Keyword(s):

Time Domain ◽

Interior Point ◽

Optimal Power Flow ◽

Voltage Stability ◽

Fast Time ◽

Stability Assessment ◽

Time Domain Simulation ◽

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SPICE Model for Fast Time Domain Simulation of Power Transformers, Exploiting the Ferromagnetic Hysteresis and Eddy-Currents

Selected Topics in Nonlinear Dynamics and Theoretical Electrical Engineering - Studies in Computational Intelligence ◽

10.1007/978-3-642-37781-5_17 ◽

2013 ◽

pp. 311-324 ◽

Author(s):

Lucian Mandache ◽

Dumitru Topan ◽

Mihai Iordache ◽

Ioana Gabriela Sirbu

Keyword(s):

Time Domain ◽

Eddy Currents ◽

Power Transformers ◽

Fast Time ◽

Time Domain Simulation ◽

Spice Model ◽

Ferromagnetic Hysteresis

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Fast time-domain simulation for large-order linear time-invariant state space systems

International Journal for Numerical Methods in Engineering ◽

10.1002/nme.1294 ◽

2005 ◽

Vol 63 (5) ◽

pp. 681-708 ◽

Author(s):

Kin Cheong Sou ◽

Olivier L. de Weck

Keyword(s):

State Space ◽

Time Domain ◽

Linear Time ◽

Fast Time ◽

Space Systems ◽

Time Domain Simulation ◽

Invariant State ◽

Linear Time Invariant ◽

State Space Systems ◽

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Fast time-domain simulation by waveform relaxation methods

IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications ◽

10.1109/81.611260 ◽

1997 ◽

Vol 44 (8) ◽

pp. 660-666 ◽

Author(s):

J. Sun ◽

H. Grotstollen

Keyword(s):

Time Domain ◽

Waveform Relaxation ◽

Fast Time ◽

Time Domain Simulation ◽

Relaxation Methods

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A fast time-domain simulation algorithm for the power electronic circuits

Proceedings of the 1996 IEEE IECON. 22nd International Conference on Industrial Electronics, Control, and Instrumentation ◽

10.1109/iecon.1996.565956 ◽

2002 ◽

Author(s):

B.K.H. Wong ◽

K.K. Tse ◽

H. Chung

Keyword(s):

Time Domain ◽

Fast Time ◽

Power Electronic ◽

Simulation Algorithm ◽

Time Domain Simulation ◽

Electronic Circuits ◽

Power Electronic Circuits

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A method for fast time-domain simulation of networks with switches

IEEE Transactions on Power Electronics ◽

10.1109/63.318904 ◽

1994 ◽

Vol 9 (4) ◽

pp. 449-456 ◽

Author(s):

P. Pejovic ◽

D. Maksimovic

Keyword(s):

Time Domain ◽

Fast Time ◽

Time Domain Simulation

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Optimization of neural networks for time-domain simulation of mooring lines

Proceedings of the Institution of Mechanical Engineers Part M Journal of Engineering for the Maritime Environment ◽

10.1177/1475090215573090 ◽

2015 ◽

Vol 230 (2) ◽

pp. 434-443

Author(s):

Niels H Christiansen ◽

Per Erlend Torbergsen Voie ◽

Ole Winther ◽

Jan Høgsberg

Keyword(s):

Neural Networks ◽

Time Domain ◽

Time Domain Simulation ◽

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