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Machine Learning for System Identification and Parameter Estimation
Palavra-chave:
Machine Learning
,
Dynamical Systems
,
System Identification
, and
Parameter Estimation
O Criador:
Ho, Caitlin
Advisor:
Arnold, Andrea N.
Editor:
Worcester Polytechnic Institute
Data Criada:
2024-04-24
Resource Type:
Major Qualifying Project
Robust Deep Learning Algorithms for System Identification
Palavra-chave:
Ordinary Differential Equations
,
Deep Learning
,
Neural Network
,
Generalization Gap
,
System Identification
, and
Neural Network Regularization
O Criador:
Negrini, Elisa
Advisor:
Capogna, Luca
and
Citti, Giovanna
Editor:
Worcester Polytechnic Institute
Data Criada:
2022-04-23
Resource Type:
Dissertation
Degree:
PhD
Unit (Department):
Mathematical Sciences
System Identification of Smart Structures Using a Nonlinear WARMA Model
Palavra-chave:
ARMA
,
Smart Structure
,
Wavelet Transform
,
MR Damper
, and
System Identification
O Criador:
Kim, JungMi
Advisor:
Kim, Yeesock
Editor:
Worcester Polytechnic Institute
Data Criada:
2013-01-04
Resource Type:
Thesis
Degree:
ME
Unit (Department):
Civil & Environmental Engineering
System identification and control of smart structures: PANFIS modeling method and dissipativity analysis of LQR controllers
Palavra-chave:
Neural network
,
Magnetorheological Damper
,
Fuzzy Logic
,
System Identification
,
Earthquake
,
Dissipativity
,
Adaptive Neuro-Fuzzy Inference System
,
Smart Structures
,
Linear Quadratic Regulator
,
Structural Control
, and
Principal Component Analysis
O Criador:
Mohammadzadeh, Soroush
Advisor:
Kim, Yeesock
Editor:
Worcester Polytechnic Institute
Data Criada:
2013-05-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Civil & Environmental Engineering
Relating forearm muscle electrical activity to finger forces
Palavra-chave:
prosthetics
,
EMG
,
proportional control
,
System Identification
,
orthotics
, and
EMG-Force model
O Criador:
Keating, Jennifer
Advisor:
Clancy, Edward A.
Editor:
Worcester Polytechnic Institute
Data Criada:
2014-04-30
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Electrical & Computer Engineering
A WANFIS Model for Use in System Identification and Structural Control of Civil Engineering Structures
Palavra-chave:
Earthquake
,
System Identification
,
Neural network
,
Wavelet Transform
,
Fuzzy Logic
, and
Structural Control
O Criador:
Mitchell, Ryan
Advisor:
Kim, Yeesock
Editor:
Worcester Polytechnic Institute
Data Criada:
2012-04-18
Resource Type:
Thesis
Degree:
MS
Unit (Department):
Civil & Environmental Engineering
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O Criador
Ho, Caitlin
1
Keating, Jennifer
1
Kim, JungMi
1
Mitchell, Ryan
1
Mohammadzadeh, Soroush
1
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O Criadors
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Advisor
Arnold, Andrea N.
1
Capogna, Luca
1
Citti, Giovanna
1
Clancy, Edward A.
1
Kim, Yeesock
3
Contributor
Albano, Leonard D.
2
Brown D. Richard, III
1
Capogna, Luca
1
Citti, Giovanna
1
Clancy, Edward A.
1
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Major
Mathematical Sciences
1
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Civil & Environmental Engineering
3
Electrical & Computer Engineering
1
Mathematical Sciences
1
Editor
Worcester Polytechnic Institute
6
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Thesis
4
Dissertation
1
Major Qualifying Project
1