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Journal Articles

Localization of Upstream Obstacles by Learning From Spectra of the Koopman Operator

Available to Purchase
Colin Rodwell, Phanindra Tallapragada
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. November 2024, 146(6): 061108.
Paper No: DS-23-1348
https://doi.org/10.1115/1.4066009
Published Online: August 17, 2024
View Article titled, Localization of Upstream Obstacles by Learning From Spectra of the Koopman Operator
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Topics: Algorithms, Convolutional neural networks, Eigenvalues, Flow (Dynamics), Fluids, Hydrofoil, Pressure, Spectra (Spectroscopy), Time series, Wakes
Journal Articles

State Identification Via Symbolic Time Series Analysis for Reinforcement Learning Control

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Chandrachur Bhattacharya, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. September 2024, 146(5): 054501.
Paper No: DS-23-1270
https://doi.org/10.1115/1.4065501
Published Online: May 24, 2024
View Article titled, State Identification Via Symbolic Time Series Analysis for Reinforcement Learning Control
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Topics: Algorithms, Control equipment, Probability, Reinforcement learning, Time series, Dynamic systems, Eigenvalues, Machinery
Journal Articles

Data Fusion and Pattern Classification in Dynamical Systems Via Symbolic Time Series Analysis

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Xiangyi Chen, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. September 2023, 145(9): 094502.
Paper No: DS-22-1325
https://doi.org/10.1115/1.4062830
Published Online: July 26, 2023
View Article titled, Data Fusion and Pattern Classification in Dynamical Systems Via Symbolic Time Series Analysis
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Topics: Algorithms, Data fusion, Dynamic systems, Sensors, Simulation, Time series, Probability
Journal Articles

Transfer Learning for Detection of Combustion Instability Via Symbolic Time-Series Analysis

Free
Chandrachur Bhattacharya, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. October 2021, 143(10): 101002.
Paper No: DS-20-1472
https://doi.org/10.1115/1.4050847
Published Online: May 13, 2021
View Article titled, Transfer Learning for Detection of Combustion Instability Via Symbolic Time-Series Analysis
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Topics: Algorithms, Combustion chambers, Pressure, Time series, Computer simulation, Artificial neural networks, Combustion, Combustion systems
Journal Articles

Extended Fractional-Order Jeffreys Model of Viscoelastic Hydraulic Cylinder

Open Access
Michael Ruderman
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. July 2021, 143(7): 074502.
Paper No: DS-20-1159
https://doi.org/10.1115/1.4050253
Published Online: March 19, 2021
View Article titled, Extended Fractional-Order Jeffreys Model of Viscoelastic Hydraulic Cylinder
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Topics: Frequency response, Hydraulic cylinders, Impulse (Physics), Modeling, Displacement, Transients (Dynamics), Shock absorbers, Pressure, Time series
Journal Articles

Robot Collision Detection Without External Sensors Based on Time-Series Analysis

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Tie Zhang, Peizhong Ge, Yanbiao Zou, Yingwu He
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. April 2021, 143(4): 041005.
Paper No: DS-20-1202
https://doi.org/10.1115/1.4048782
Published Online: November 4, 2020
View Article titled, Robot Collision Detection Without External Sensors Based on Time-Series Analysis
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Topics: Collisions (Physics), Robots, Time series, Torque, Algorithms
Journal Articles

Online Discovery and Classification of Operational Regimes From an Ensemble of Time Series Data

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Chandrachur Bhattacharya, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. November 2020, 142(11): 114501.
Paper No: DS-19-1360
https://doi.org/10.1115/1.4047449
Published Online: July 10, 2020
View Article titled, Online Discovery and Classification of Operational Regimes From an Ensemble of Time Series Data
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Topics: Algorithms, Time series, Dynamics (Mechanics), Transients (Dynamics), Machinery
Journal Articles

Data-Driven Performance Monitoring of Dynamical Systems Using Granger Causal Graphical Models

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Homagni Saha, Chao Liu, Zhanhong Jiang, Soumik Sarkar
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. August 2020, 142(8): 081006.
Paper No: DS-19-1499
https://doi.org/10.1115/1.4046673
Published Online: April 6, 2020
View Article titled, Data-Driven Performance Monitoring of Dynamical Systems Using Granger Causal Graphical Models
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Topics: Delays, Dynamic systems, Root cause analysis, Spatiotemporal phenomena, Time series, Probability, Entropy, Control equipment, Modeling, Risk-based maintenance
Includes: Supplementary data
Journal Articles

Symbolic Time Series Analysis for Anomaly Detection in Measure-Invariant Ergodic Systems

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Najah F. Ghalyan, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. June 2020, 142(6): 061003.
Paper No: DS-19-1335
https://doi.org/10.1115/1.4046156
Published Online: March 3, 2020
View Article titled, Symbolic Time Series Analysis for Anomaly Detection in Measure-Invariant Ergodic Systems
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Topics: Eigenvalues, Probability, Time series, Fatigue damage, Algorithms, Machinery
Journal Articles

Liquid State Machine to Generate the Movement Profiles for the Gait Cycle of a Six Degrees-of-Freedom Bipedal Robot in a Sagittal Plane

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Jesús Franco-Robles, Alejandro De Lucio-Rangel, Karla A. Camarillo-Gómez, Gerardo I. Pérez-Soto, Miguel A. Martínez-Prado
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. January 2020, 142(1): 011003.
Paper No: DS-19-1046
https://doi.org/10.1115/1.4044621
Published Online: October 10, 2019
View Article titled, Liquid State Machine to Generate the Movement Profiles for the Gait Cycle of a Six Degrees-of-Freedom Bipedal Robot in a Sagittal Plane
Open the PDF for Liquid State Machine to Generate the Movement Profiles for the Gait Cycle of a Six Degrees-of-Freedom Bipedal Robot in a Sagittal Plane in another window
Topics: Cycles, Degrees of freedom, Kinematics, Machinery, Robots, Time series, Trajectories (Physics), Artificial neural networks, Multilayer perceptron, Dynamic time warping
Journal Articles

Hidden Markov Modeling-Based Decision-Making Using Short-Length Sensor Time Series

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Najah F. Ghalyan, Sudeepta Mondal, David J. Miller, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. October 2019, 141(10): 104502.
Paper No: DS-18-1459
https://doi.org/10.1115/1.4043428
Published Online: May 8, 2019
View Article titled, Hidden Markov Modeling-Based Decision-Making Using Short-Length Sensor Time Series
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Topics: Algorithms, Modeling, Sensors, Time series, String, Decision making, Probability
Journal Articles

Dynamic Data-Driven Combustor Design for Mitigation of Thermoacoustic Instabilities

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Pritthi Chattopadhyay, Sudeepta Mondal, Asok Ray, Achintya Mukhopadhyay
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. January 2019, 141(1): 014501.
Paper No: DS-18-1068
https://doi.org/10.1115/1.4040210
Published Online: September 7, 2018
View Article titled, Dynamic Data-Driven Combustor Design for Mitigation of Thermoacoustic Instabilities
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Topics: Algorithms, Combustion chambers, Design, Machinery, Time series, Entropy, Design methodology, Combustion, Stability, Pressure
Journal Articles

Neural Probabilistic Forecasting of Symbolic Sequences With Long Short-Term Memory

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Michael Hauser, Yiwei Fu, Shashi Phoha, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. August 2018, 140(8): 084502.
Paper No: DS-17-1199
https://doi.org/10.1115/1.4039281
Published Online: March 30, 2018
View Article titled, Neural Probabilistic Forecasting of Symbolic Sequences With Long Short-Term Memory
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Topics: Algorithms, Architecture, Artificial neural networks, Time series, Statistical distributions, Combustion chambers
Journal Articles

Detection of Thermoacoustic Instabilities Via Nonparametric Bayesian Markov Modeling of Time-Series Data

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Sihan Xiong, Sudeepta Mondal, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. February 2018, 140(2): 024501.
Paper No: DS-17-1153
https://doi.org/10.1115/1.4037288
Published Online: September 20, 2017
View Article titled, Detection of Thermoacoustic Instabilities Via Nonparametric Bayesian Markov Modeling of Time-Series Data
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Topics: Algorithms, Combustion chambers, Machinery, Modeling, Pressure, Testing, Time series, Pressure measurement, Combustion, Tensors
Journal Articles

Time Series Forecasting With Orthogonal Endocrine Neural Network Based on Postsynaptic Potentials

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Miroslav Milovanović, Dragan Antić, Marko Milojković, Saša S. Nikolić, Miodrag Spasić, Staniša Perić
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. April 2017, 139(4): 041006.
Paper No: DS-15-1656
https://doi.org/10.1115/1.4035090
Published Online: February 7, 2017
View Article titled, Time Series Forecasting With Orthogonal Endocrine Neural Network Based on Postsynaptic Potentials
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Topics: Artificial neural networks, Time series, Weight (Mass), Algorithms, Design
Journal Articles

Classification of Muscle Fatigue in Dynamic Contraction Using Surface Electromyography Signals and Multifractal Singularity Spectral Analysis

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Kiran Marri, Ramakrishnan Swaminathan
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research-Article
J. Dyn. Sys., Meas., Control. November 2016, 138(11): 111008.
Paper No: DS-15-1483
https://doi.org/10.1115/1.4033832
Published Online: July 15, 2016
View Article titled, Classification of Muscle Fatigue in Dynamic Contraction Using Surface Electromyography Signals and Multifractal Singularity Spectral Analysis
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Topics: Algorithms, Electromyography, Fatigue, Muscle, Signals, Emission spectroscopy, Spectroscopy, Feature selection, Time series
Journal Articles

Stability Monitoring of Rotorcraft Systems: A Dynamic Data-Driven Approach

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Siddharth Sonti, Eric Keller, Joseph Horn, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. March 2014, 136(2): 024505.
Paper No: DS-13-1103
https://doi.org/10.1115/1.4025988
Published Online: January 8, 2014
View Article titled, Stability Monitoring of Rotorcraft Systems: A Dynamic Data-Driven Approach
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Topics: Algorithms, Damping, Dynamics (Mechanics), Rotors, Sensors, Stability, Time series, Wavelets, Simulation, Signals
Journal Articles

Symbolic Dynamic Analysis of Transient Time Series for Fault Detection in Gas Turbine Engines

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Soumalya Sarkar, Kushal Mukherjee, Soumik Sarkar, Asok Ray
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Technical Briefs
J. Dyn. Sys., Meas., Control. January 2013, 135(1): 014506.
Paper No: DS-11-1309
https://doi.org/10.1115/1.4007699
Published Online: November 7, 2012
View Article titled, Symbolic Dynamic Analysis of Transient Time Series for Fault Detection in Gas Turbine Engines
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Topics: Flaw detection, Gas turbines, Time series, Transients (Dynamics), String, Probability, Engines, Testing
Journal Articles

Stochastic Averaging for Identification of Feedback Nonlinearities in Thermoacoustic Systems

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Gregory Hagen
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research Papers
J. Dyn. Sys., Meas., Control. November 2011, 133(6): 061017.
https://doi.org/10.1115/1.4003799
Published Online: November 21, 2011
View Article titled, Stochastic Averaging for Identification of Feedback Nonlinearities in Thermoacoustic Systems
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Topics: Algorithms, Feedback, Noise (Sound), Signals, Time series, Simulation, Combustion chambers
Journal Articles

Validation of Dynamic Models in the Time-Scale Domain

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James R. McCusker, Kourosh Danai, David O. Kazmer
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Model Validation And Identification
J. Dyn. Sys., Meas., Control. November 2010, 132(6): 061402.
https://doi.org/10.1115/1.4002479
Published Online: October 28, 2010
View Article titled, Validation of Dynamic Models in the Time-Scale Domain
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Topics: Dynamic models, Errors, Injection molding, Model validation, Pressure, Shapes, Time series, Wavelet transforms, Wavelets, Optical quality control