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Journal Articles

Neural Network-Based Electric Vehicle Range Prediction for Smart Charging Optimization

Matthew J. Eagon, Daniel K. Kindem, Harish Panneer Selvam, William F. Northrop

J. Dyn. Sys., Meas., Control. January 2022, 144(1): 011110.

Paper No: DS-21-1162

DOI: https://doi.org/10.1115/1.4053306

Published Online: January 25, 2022

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Topics: Probability, Vehicles, Electric vehicles, Batteries, Cycles, Artificial neural networks, Finishing

Journal Articles

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

Chandrachur Bhattacharya, Asok Ray

J. Dyn. Sys., Meas., Control. October 2021, 143(10): 101002.

Paper No: DS-20-1472

DOI: https://doi.org/10.1115/1.4050847

Published Online: May 13, 2021

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Topics: Algorithms, Combustion chambers, Pressure, Time series, Computer simulation, Artificial neural networks, Combustion, Combustion systems

Journal Articles

A Hybrid Contact Model With Experimental Validation

Qian Liu, Jing Cheng, Delun Li, Qingqing Wei

J. Dyn. Sys., Meas., Control. September 2021, 143(9): 094501.

Paper No: DS-19-1410

DOI: https://doi.org/10.1115/1.4050586

Published Online: April 15, 2021

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Topics: Contact dynamics, Errors, Physics, Simulation, Simulation results, Artificial neural networks

Journal Articles

Optimized Artificial Neural Network Model and Compensator in Model Predictive Control for Anomaly Mitigation

Seong Hyeon Hong, Jackson Cornelius, Yi Wang, Kapil Pant

J. Dyn. Sys., Meas., Control. May 2021, 143(5): 051005.

Paper No: DS-19-1540

DOI: https://doi.org/10.1115/1.4049130

Published Online: December 11, 2020

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Topics: Artificial neural networks, Predictive control

Journal Articles

Wind Turbine Multivariate Power Modeling Techniques for Control and Monitoring Purposes

Davide Astolfi, Francesco Castellani, Francesco Natili

J. Dyn. Sys., Meas., Control. March 2021, 143(3): 034501.

Paper No: DS-20-1248

DOI: https://doi.org/10.1115/1.4048490

Published Online: October 15, 2020

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Topics: Artificial neural networks, Rotors, Wind turbines, Wind velocity, Errors, Feedforward control, Modeling

Journal Articles

Comparison of Artificial Neural Network and Fuzzy Logic Approaches for the Prediction of In-Cylinder Pressure in a Spark Ignition Engine

Özgür Solmaz, Habib Gürbüz, Mevlüt Karacor

J. Dyn. Sys., Meas., Control. September 2020, 142(9): 091005.

Paper No: DS-19-1463

DOI: https://doi.org/10.1115/1.4047014

Published Online: May 11, 2020

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Topics: Artificial neural networks, Cylinders, Engines, Ignition, Pressure, Spark-ignition engine, Fuzzy logic

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

Jesús Franco-Robles, Alejandro De Lucio-Rangel, Karla A. Camarillo-Gómez, Gerardo I. Pérez-Soto, Miguel A. Martínez-Prado

J. Dyn. Sys., Meas., Control. January 2020, 142(1): 011003.

Paper No: DS-19-1046

DOI: https://doi.org/10.1115/1.4044621

Published Online: October 10, 2019

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Topics: Cycles, Degrees of freedom, Kinematics, Machinery, Robots, Time series, Trajectories (Physics), Artificial neural networks, Multilayer perceptron, Dynamic time warping

Journal Articles

A Task-Space Tracking Control Approach for Duct Cleaning Robot Based on Fuzzy Wavelet Neural Network

Bu Dexu, Kong Weiwei, Qi Yunlong

J. Dyn. Sys., Meas., Control. November 2019, 141(11): 111004.

Paper No: DS-18-1495

DOI: https://doi.org/10.1115/1.4043933

Published Online: July 1, 2019

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Topics: Artificial neural networks, Ducts, Robots, Wavelets, Errors, Dynamic models, Uncertainty, Sliding mode control, Control systems, Simulation results

Journal Articles

Improved Neural Network Control Approach for a Humanoid Arm

Xinhua Liu, Xiaohui Zhang, Reza Malekian, Th. Sarkodie-Gyan, Zhixiong Li

J. Dyn. Sys., Meas., Control. October 2019, 141(10): 101009.

Paper No: DS-18-1525

DOI: https://doi.org/10.1115/1.4043761

Published Online: June 13, 2019

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Topics: Approximation, Artificial neural networks, Control equipment, Dynamic models, Errors, Optimization, Optimization algorithms, Simulation, Trajectories (Physics), Uncertainty

Journal Articles

Multimodal Fusion Object Detection System for Autonomous Vehicles

Michael Person, Mathew Jensen, Anthony O. Smith, Hector Gutierrez

J. Dyn. Sys., Meas., Control. July 2019, 141(7): 071017.

Paper No: DS-18-1176

DOI: https://doi.org/10.1115/1.4043222

Published Online: May 8, 2019

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Topics: Algorithms, Artificial neural networks, Feature extraction, Sensors, Vehicles, Rotation, Path planning, Graphics processing units, Multilayer perceptron

Journal Articles

Robust Adaptive Control of PEMFC Air Supply System Based on Radical Basis Function Neural Network

Yun-Long Wang, Yong-Fu Wang, Hua-Kai Zhang

J. Dyn. Sys., Meas., Control. June 2019, 141(6): 064503.

Paper No: DS-18-1427

DOI: https://doi.org/10.1115/1.4042674

Published Online: February 27, 2019

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Topics: Control equipment, Proton exchange membrane fuel cells, Dynamics (Mechanics), Stability, Errors, Artificial neural networks

Journal Articles

Decentralized Trajectory Tracking Control for Modular and Reconfigurable Robots With Torque Sensor: Adaptive Terminal Sliding Control-Based Approach

Yan Li, Zengpeng Lu, Fan Zhou, Bo Dong, Keping Liu, Yuanchun Li

J. Dyn. Sys., Meas., Control. June 2019, 141(6): 061003.

Paper No: DS-18-1457

DOI: https://doi.org/10.1115/1.4042550

Published Online: February 18, 2019

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Topics: Artificial neural networks, Control equipment, Design, Errors, Friction, Robots, Sensors, Torque, Tracking control, Trajectories (Physics)

Journal Articles

Improved Results on Finite-Time Stability Analysis of Neural Networks With Time-Varying Delays

S. Saravanan, M. Syed Ali

J. Dyn. Sys., Meas., Control. October 2018, 140(10): 101003.

Paper No: DS-17-1330

DOI: https://doi.org/10.1115/1.4039667

Published Online: May 2, 2018

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Topics: Artificial neural networks, Delays, Stability

Journal Articles

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

Michael Hauser, Yiwei Fu, Shashi Phoha, Asok Ray

J. Dyn. Sys., Meas., Control. August 2018, 140(8): 084502.

Paper No: DS-17-1199

DOI: https://doi.org/10.1115/1.4039281

Published Online: March 30, 2018

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Topics: Algorithms, Architecture, Artificial neural networks, Time series, Statistical distributions, Combustion chambers

Journal Articles

Adaptive Robust Backstepping Output Tracking Control for a Class of Uncertain Nonlinear Systems Using Neural Network

Yuchao Wang, Lijia Xu, Hansheng Wu

J. Dyn. Sys., Meas., Control. July 2018, 140(7): 071014.

Paper No: DS-16-1468

DOI: https://doi.org/10.1115/1.4039151

Published Online: March 7, 2018

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Topics: Artificial neural networks, Control equipment, Errors, Nonlinear systems, Tracking control, Trajectories (Physics), Uncertain systems, Uncertainty, Signals

Journal Articles

Wavelet-Based Multiresolution Bispectral Analysis for Detection and Classification of Helicopter Drive-Shaft Problems

Mohammed A. Hassan, Michael R. Habib, Rania A. Abul Seoud, Abdel M. Bayoumi

J. Dyn. Sys., Meas., Control. June 2018, 140(6): 061009.

Paper No: DS-17-1156

DOI: https://doi.org/10.1115/1.4038243

Published Online: December 22, 2017

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Topics: Algorithms, Entropy, Signals, Vibration, Wavelets, Artificial neural networks, Errors, Rotors

Journal Articles

Control Design of Robotic Manipulator Based on Quantum Neural Network

Hayder Mahdi Abdulridha, Zainab Abdullah Hassoun

J. Dyn. Sys., Meas., Control. June 2018, 140(6): 061002.

Paper No: DS-16-1530

DOI: https://doi.org/10.1115/1.4038492

Published Online: December 19, 2017

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Topics: Artificial neural networks, Control equipment, Design, Kinematics, Manipulators, Robots, Trajectories (Physics)

Journal Articles

Global Stability and Bifurcation in Delayed Bidirectional Associative Memory Neural Networks With an Arbitrary Number of Neurons

Elham Javidmanesh

J. Dyn. Sys., Meas., Control. August 2017, 139(8): 081018.

Paper No: DS-15-1489

DOI: https://doi.org/10.1115/1.4036229

Published Online: June 5, 2017

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Topics: Artificial neural networks, Bifurcation, Stability

Journal Articles

Performance Comparison Between Fast Fourier Transform-Based Segmentation, Feature Selection, and Fault Identification Algorithm and Neural Network for the Condition Monitoring of Centrifugal Equipment

Samer Gowid, Roger Dixon, Saud Ghani

J. Dyn. Sys., Meas., Control. June 2017, 139(6): 061013.

Paper No: DS-16-1007

DOI: https://doi.org/10.1115/1.4035458

Published Online: April 13, 2017

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Topics: Algorithms, Artificial neural networks, Feature selection, Image segmentation, Machinery, Condition monitoring

Journal Articles

Comparative Dynamic Control of SynRM Servodrive Continuously Variable Transmission System Using Blend Amend Recurrent Gegenbauer-Functional-Expansions Neural Network Control and Altered Artificial Bee Colony Optimization

Chih-Hong Lin

J. Dyn. Sys., Meas., Control. May 2017, 139(5): 051007.

Paper No: DS-15-1637

DOI: https://doi.org/10.1115/1.4035349

Published Online: March 13, 2017

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Topics: Artificial neural networks, Control equipment, Control systems, Errors, Optimization, Polynomials, Torque, Modeling, Motors, Optimization algorithms

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Journal citation

NARROW

Neural Network-Based Electric Vehicle Range Prediction for Smart Charging Optimization

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

A Hybrid Contact Model With Experimental Validation

Optimized Artificial Neural Network Model and Compensator in Model Predictive Control for Anomaly Mitigation

Wind Turbine Multivariate Power Modeling Techniques for Control and Monitoring Purposes

Comparison of Artificial Neural Network and Fuzzy Logic Approaches for the Prediction of In-Cylinder Pressure in a Spark Ignition Engine

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

A Task-Space Tracking Control Approach for Duct Cleaning Robot Based on Fuzzy Wavelet Neural Network

Improved Neural Network Control Approach for a Humanoid Arm

Multimodal Fusion Object Detection System for Autonomous Vehicles

Robust Adaptive Control of PEMFC Air Supply System Based on Radical Basis Function Neural Network

Decentralized Trajectory Tracking Control for Modular and Reconfigurable Robots With Torque Sensor: Adaptive Terminal Sliding Control-Based Approach

Improved Results on Finite-Time Stability Analysis of Neural Networks With Time-Varying Delays

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

Adaptive Robust Backstepping Output Tracking Control for a Class of Uncertain Nonlinear Systems Using Neural Network

Wavelet-Based Multiresolution Bispectral Analysis for Detection and Classification of Helicopter Drive-Shaft Problems

Control Design of Robotic Manipulator Based on Quantum Neural Network

Global Stability and Bifurcation in Delayed Bidirectional Associative Memory Neural Networks With an Arbitrary Number of Neurons

Performance Comparison Between Fast Fourier Transform-Based Segmentation, Feature Selection, and Fault Identification Algorithm and Neural Network for the Condition Monitoring of Centrifugal Equipment

Comparative Dynamic Control of SynRM Servodrive Continuously Variable Transmission System Using Blend Amend Recurrent Gegenbauer-Functional-Expansions Neural Network Control and Altered Artificial Bee Colony Optimization

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