Topics: Brain , Computers , Electroencephalography , Robotics , Robots , Support vector machines , Conveyor systems , Signals , Grasping , Steady state

Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework

Maximilian E. Ororbia, Gordon P. Warn

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021002. doi: https://doi.org/10.1115/1.4051598

Abstract

View articletitled, Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework

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Topics: Design , Trusses (Building) , Reinforcement learning , Optimization

A Machine Learning Approach to Solve the Alt–Burmester Problem for Synthesis of Defect-Free Spatial Mechanisms

Shashank Sharma, Anurag Purwar

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021003. doi: https://doi.org/10.1115/1.4051913

Abstract

View articletitled, A Machine Learning Approach to Solve the Alt–Burmester Problem for Synthesis of Defect-Free Spatial Mechanisms

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Topics: Algorithms , Databases , Machine learning

Evidence-Theory-Based Kinematic Uncertainty Analysis of a Dual Crane System With Epistemic Uncertainty

Bin Zhou, Bin Zi, Yishan Zeng, Weidong Zhu

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021004. doi: https://doi.org/10.1115/1.4052005

Abstract

View articletitled, Evidence-Theory-Based Kinematic Uncertainty Analysis of a Dual Crane System With Epistemic Uncertainty

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Topics: Cranes , Errors , Kinematics , Uncertainty , Uncertainty quantification , Uncertainty analysis , Equilibrium (Physics)

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

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021005. doi: https://doi.org/10.1115/1.4052082

Abstract

View articletitled, 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

Automated Planning for Robotic Multi-Resolution Additive Manufacturing

Prahar M. Bhatt, Ashish Kulkarni, Rishi K. Malhan, Brual C. Shah, Yeo Jung Yoon, Satyandra K. Gupta

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021006. doi: https://doi.org/10.1115/1.4052083

Abstract

View articletitled, Automated Planning for Robotic Multi-Resolution Additive Manufacturing

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Topics: Algorithms , Collisions (Physics) , Extruding , Manipulators , Nozzles , Resolution (Optics) , Additive manufacturing , Surface quality

Calibration and Optimization of an Insertion Electromagnetic Flowmeter With the Aid of Numerical Analysis

Haibo Ma, Shilei Ma, Robert Moss, Mark Fisher, Armin K. Silaen, Chenn Q. Zhou

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021007. doi: https://doi.org/10.1115/1.4052579

Abstract

View articletitled, Calibration and Optimization of an Insertion Electromagnetic Flowmeter With the Aid of Numerical Analysis

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Topics: Calibration , Design , Electrodes , Flow (Dynamics) , Flowmeters , Optimization , Pipes , Simulation , Fluids

Engineering Knowledge Graph From Patent Database

L. Siddharth, Lucienne T. M. Blessing, Kristin L. Wood, Jianxi Luo

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021008. doi: https://doi.org/10.1115/1.4052293

Abstract

View articletitled, Engineering Knowledge Graph From Patent Database

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Topics: Databases , Patents

simd-Optimized Search Over Sorted Data

Benjamin Mastripolito, Nicholas Koskelo, Dylan Weatherred, David A. Pimentel, Daniel Sheppard, Anna Pietarila Graham, Laura Monroe, Robert Robey

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021009. doi: https://doi.org/10.1115/1.4052728

Abstract

View articletitled, simd-Optimized Search Over Sorted Data

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Topics: Algorithms

Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning

Hao Ji, Yan Jin

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021010. doi: https://doi.org/10.1115/1.4052800

Abstract

View articletitled, Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning

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Topics: Algorithms , Artificial neural networks , Design , Reinforcement learning , Robustness , Self-organization , Simulation , Stability , Teams , Testing

Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing

Biao Mei, Yongtai Yang, Weidong Zhu

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021011. doi: https://doi.org/10.1115/1.4052837

Abstract

View articletitled, Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing

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Topics: Aircraft , Deformation , Gravity (Force) , Manufacturing , Simulation , Wings , Temperature , Errors , Finite element analysis

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

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021012. doi: https://doi.org/10.1115/1.4052838

Abstract

View articletitled, 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

Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh

Shashi Kant Ratnakar, Subhajit Sanfui, Deepak Sharma

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021013. doi: https://doi.org/10.1115/1.4052892

Abstract

View articletitled, Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh

Supplementary data

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Topics: Graphics processing units , Optimization , Thread , Topology , Design , Finite element analysis

User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models

Ghazanfar Ali Shah, Arnaud Polette, Jean-Philippe Pernot, Franca Giannini, Marina Monti

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021014. doi: https://doi.org/10.1115/1.4053150

Abstract

View articletitled, User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models

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Topics: Algorithms , Computer-aided design , Filtration , Fittings , Manufacturing , Optimization , Reverse engineering

Technical Briefs

Towards Robust Methodology in Large-Scale Urban Reconstruction

Angel-Iván García-Moreno

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 024501. doi: https://doi.org/10.1115/1.4052727

Abstract

View articletitled, Towards Robust Methodology in Large-Scale Urban Reconstruction

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Topics: Cities , Texture (Materials) , Density

A New Implementation of ontostep: Flexible Generation of Ontology and Knowledge Graphs of express-Driven Data

Soonjo Kwon, Laetitia V. Monnier, Raphael Barbau, William Z. Bernstein

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 024502. doi: https://doi.org/10.1115/1.4053079

Abstract

View articletitled, A New Implementation of ontostep: Flexible Generation of Ontology and Knowledge Graphs of express-Driven Data

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Topics: Ontologies

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A Modified Simulated Annealing-Based Method for Hybrid Lattice Support Structure Design in LPBF Additive Manufacturing

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A Matrix-based Approach to Unified Synthesis of Planar Four-Bar Mechanisms for Motion Generation with Position, Velocity, and Acceleration Constraints

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Research Papers

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

Design Synthesis Through a Markov Decision Process and Reinforcement Learning Framework

A Machine Learning Approach to Solve the Alt–Burmester Problem for Synthesis of Defect-Free Spatial Mechanisms

Evidence-Theory-Based Kinematic Uncertainty Analysis of a Dual Crane System With Epistemic Uncertainty

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

Automated Planning for Robotic Multi-Resolution Additive Manufacturing

Calibration and Optimization of an Insertion Electromagnetic Flowmeter With the Aid of Numerical Analysis

Engineering Knowledge Graph From Patent Database

simd-Optimized Search Over Sorted Data

Knowledge Acquisition of Self-Organizing Systems With Deep Multiagent Reinforcement Learning

Enhanced Pose Adjustment System for Wing-Box Assembly in Large Aircraft Manufacturing

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

Graphics Processing Unit-Based Element-by-Element Strategies for Accelerating Topology Optimization of Three-Dimensional Continuum Structures Using Unstructured All-Hexahedral Mesh

User-Driven Computer-Assisted Reverse Engineering of Editable CAD Assembly Models

Technical Briefs

Towards Robust Methodology in Large-Scale Urban Reconstruction

A New Implementation of ontostep: Flexible Generation of Ontology and Knowledge Graphs of express-Driven Data

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