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Journal Articles

Experimental Investigation Using Robust Deep VMD-ICA and 1D-CNN for Condition Monitoring of Roller Element Bearing

Accepted Manuscript
Vishal G. Salunkhe, S.M. Khot, Prashant S. Jadhav, Nitesh Yelve, Mahadev B. Kumbhar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng.
Paper No: JCISE-23-1573
https://doi.org/10.1115/1.4066595
Published Online: September 19, 2024
View Article titled, Experimental Investigation Using Robust Deep VMD-ICA and 1D-CNN for Condition Monitoring of Roller Element Bearing
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Topics: Bearings, Condition monitoring, Convolutional neural networks, Rollers, Machinery, Failure, Independent component analysis, Noise (Sound), Vibration, Computer simulation
Journal Articles

An Enhanced Modeling Framework for Bearing Fault Simulation and Machine Learning-Based Identification With Bayesian-Optimized Hyperparameter Tuning

Ricardo Ortiz, Piedad Miranda-Chiquito, Angel Encalada-Davila, Luis E. Marquez, Christian Tutiven, Eleni Chatzi, Christian E. Silva
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. September 2024, 24(9): 091002.
Paper No: JCISE-24-1035
https://doi.org/10.1115/1.4065777
Published Online: July 5, 2024
View Article titled, An Enhanced Modeling Framework for Bearing Fault Simulation and Machine Learning-Based Identification With Bayesian-Optimized Hyperparameter Tuning
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Topics: Bearings, Modeling, Algorithms, Simulation, Signals, Machine learning, Machinery
Journal Articles

Semi-Supervised Approach Using Transductive Support Vector Machine for Internal Leakage Detection in Two-Stage Hydraulic Cylinder

Jatin Prakash, Ankur Miglani, P. K. Kankar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. August 2024, 24(8): 084504.
Paper No: JCISE-23-1555
https://doi.org/10.1115/1.4065526
Published Online: June 7, 2024
View Article titled, Semi-Supervised Approach Using Transductive Support Vector Machine for Internal Leakage Detection in Two-Stage Hydraulic Cylinder
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Topics: Cylinders, Hydraulic cylinders, Leakage, Pressure, Support vector machines, Signals
Journal Articles

An Integrated Detection-Prognostics Methodology for Components With Intermittent Faults

Michael Ibrahim, Heraldo Rozas, Nagi Gebraeel
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2024, 24(6): 061003.
Paper No: JCISE-23-1426
https://doi.org/10.1115/1.4065212
Published Online: April 23, 2024
View Article titled, An Integrated Detection-Prognostics Methodology for Components With Intermittent Faults
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Topics: Dynamic time warping, Motors, Probability, Quality control charts, Signals, Sensors, Failure, Modeling, Vehicles, Engines
Journal Articles

Combinational Framework for Classification of Bearing Faults in Rotating Machines

Sujit Kumar, D. Ganga
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021012.
Paper No: JCISE-22-1391
https://doi.org/10.1115/1.4062453
Published Online: October 27, 2023
View Article titled, Combinational Framework for Classification of Bearing Faults in Rotating Machines
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Topics: Bearings, Vibration, Signals, Machinery
Journal Articles

A Tacholess Order Tracking Method Based on the STFTSC Algorithm for Rotor Unbalance Fault Diagnosis Under Variable-Speed Conditions

Binyun Wu, Liang Hou, Shaojie Wang, Xiaozhen Lian
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021009.
Paper No: JCISE-23-1086
https://doi.org/10.1115/1.4063401
Published Online: October 10, 2023
View Article titled, A Tacholess Order Tracking Method Based on the STFTSC Algorithm for Rotor Unbalance Fault Diagnosis Under Variable-Speed Conditions
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Topics: Algorithms, Fault diagnosis, Rotors, Signals, Simulation
Journal Articles

Methods for the Automated Determination of Sustained Maximum Amplitudes in Oscillating Signals

Nathaniel DeVol, Christopher Saldaña, Katherine Fu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 024502.
Paper No: JCISE-22-1344
https://doi.org/10.1115/1.4063130
Published Online: August 25, 2023
View Article titled, Methods for the Automated Determination of Sustained Maximum Amplitudes in Oscillating Signals
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Topics: Signals
Journal Articles

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models

Nagendra Singh Ranawat, Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051015.
Paper No: JCISE-22-1372
https://doi.org/10.1115/1.4062425
Published Online: May 9, 2023
View Article titled, Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models
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Topics: Artificial neural networks, Centrifugal pumps, Pressure, Pumps, Signals, Suction, Support vector machines, Feature extraction, Algorithms, Machine learning
Journal Articles

Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers

Jatin Prakash, Ankur Miglani, P. K. Kankar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041005.
Paper No: JCISE-22-1187
https://doi.org/10.1115/1.4056365
Published Online: January 9, 2023
View Article titled, Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers
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Topics: Entropy, Hydraulic pumps, Leakage, Machine learning, Signals, Optimization, Algorithms, Composite materials
Includes: Supplementary data
Journal Articles

Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory

Akram Mubarak, Mebrahitom Asmelash, Azmir Azhari, Ftwi Yohannes Haggos, Freselam Mulubrhan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031002.
Paper No: JCISE-22-1058
https://doi.org/10.1115/1.4054690
Published Online: August 8, 2022
View Article titled, Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory
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Topics: Artificial neural networks, Bearings, Condition monitoring, Fault diagnosis, Hydraulic accumulators, Machinery, Signals, Time series, Vibration, Design
Journal Articles

Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality

Liping Xie, Chihua Lu, Zhien Liu, Yawei Zhu, Tao Xu
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021011.
Paper No: JCISE-21-1163
https://doi.org/10.1115/1.4054489
Published Online: June 7, 2022
View Article titled, Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality
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Topics: Acoustics, Electroencephalography, Physiology, Sound quality, Signals, Entropy, Evaluation methods
Journal Articles

Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography

Hemanth Manjunatha, Sri Sadhan Jujjavarapu, Ehsan T. Esfahani
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050908.
Paper No: JCISE-21-1313
https://doi.org/10.1115/1.4054594
Published Online: June 7, 2022
View Article titled, Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography
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Topics: Artificial neural networks, Damping, Electromyography, Engines, Human-robot interaction, Machine learning, Motors, Robots, Signals, Physiology
Journal Articles

Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks

Mario Peña, Mariela Cerrada, Rubén Medina, Diego Cabrera, René Vinicio Sánchez
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021009.
Paper No: JCISE-21-1406
https://doi.org/10.1115/1.4054574
Published Online: June 7, 2022
View Article titled, Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks
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Topics: Signals, Vibration, Feature selection, Sensors, Mechanical drives
Journal Articles

Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain

Xueke Zheng, Cheng Zhuang, Shuixin Xiao, Yu Qiu, Jun Zhang, Mian Li
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021003.
Paper No: JCISE-21-1442
https://doi.org/10.1115/1.4054306
Published Online: May 17, 2022
View Article titled, Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain
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Topics: Accelerometers, Impulse (Physics), Signals, Vehicles, Roads, Linear systems
Journal Articles

A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation

Marlène Gilles, Elisabetta Bevacqua
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050904.
Paper No: JCISE-21-1123
https://doi.org/10.1115/1.4053369
Published Online: March 31, 2022
View Article titled, A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation
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Topics: Computers, Design, Machinery, Robots, Stress, Transportation systems, Vehicles, Signals, Collaboration, Errors
Journal Articles

A Convolutional Neural Network-Based Recognition Method of Gear Performance Degradation Mode

Bin He, Fuze Xu, Dong Zhang, Weijia Wang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050902.
Paper No: JCISE-21-1301
https://doi.org/10.1115/1.4053562
Published Online: March 24, 2022
View Article titled, A Convolutional Neural Network-Based Recognition Method of Gear Performance Degradation Mode
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Topics: Artificial neural networks, Gears, Signals, Wear
Journal Articles

Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit

Nikhil M. Thoppil, V. Vasu, C. S. P. Rao
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021012.
Paper No: JCISE-21-1161
https://doi.org/10.1115/1.4052838
Published Online: December 9, 2021
View Article titled, Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit
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Topics: Algorithms, Optimization, Service life (Equipment), Vibration, Failure, Architecture, Signals, Feature selection, Maintenance
Journal Articles

A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing

Muyangzi Lin, Miyuan Shan, Jie Zhou, Yunjie Pan
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021005.
Paper No: JCISE-21-1105
https://doi.org/10.1115/1.4052082
Published Online: October 13, 2021
View Article titled, A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing
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Topics: Artificial neural networks, Bearings, Fault diagnosis, Scalars, Signals, Rolling bearings, Vibration, Mahalanobis-Taguchi system
Journal Articles

SSVEP-Based Brain-Computer Interface for Part-Picking Robotic Co-Worker

Yao Li, Thenkurussi Kesavadas
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021001.
Paper No: JCISE-21-1037
https://doi.org/10.1115/1.4051596
Published Online: July 21, 2021
View Article titled, SSVEP-Based Brain-Computer Interface for Part-Picking Robotic Co-Worker
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Topics: Brain, Computers, Electroencephalography, Robotics, Robots, Support vector machines, Conveyor systems, Signals, Grasping, Steady state
Journal Articles

Finite-State Automata-Based Representation of Device States for Function Modeling of Multimodal Devices

Ahmed Chowdhury, Lakshmi N.A. Venkatanarasimhan, Chiradeep Sen
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2022, 22(1): 011008.
Paper No: JCISE-20-1265
https://doi.org/10.1115/1.4051159
Published Online: July 14, 2021
View Article titled, Finite-State Automata-Based Representation of Device States for Function Modeling of Multimodal Devices
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Topics: Algorithms, Flow (Dynamics), Modeling, Signals