Browsing Journal of Computing and Information Science in Engineering by Issue Date
Now showing items 1-20 of 1357
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Teeth Mold Point Cloud Completion Via Data Augmentation and Hybrid RL-GAN
(The American Society of Mechanical Engineers (ASME), 1/10/2023 )Teeth scans are essential for many applications in orthodontics, where the teeth structures are virtualized to facilitate the design and fabrication of the prosthetic piece. Nevertheless, due to the limitations caused by ... -
Partitioned Active Learning for Heterogeneous Systems
(The American Society of Mechanical Engineers (ASME), 1/10/2023 )Active learning is a subfield of machine learning that focuses on improving the data collection efficiency in expensive-to-evaluate systems. Active learning-applied surrogate modeling facilitates cost-efficient analysis ... -
A Minimum-Control-Trajectory-Deviation Time Grid Reconstruction Strategy for Co-Design Approach
(The American Society of Mechanical Engineers (ASME), 1/17/2023 )Optimizing dynamic engineering systems (DESs) is quite challenging due to the increasing pursuit of automation and intelligence in modern industry. However, most of the existing studies generally only focus on plant variables ... -
Bi-LSTM-Based Dynamic Prediction Model for Pulling Speed of Czochralski Single-Crystal Furnace
(The American Society of Mechanical Engineers (ASME), 1/17/2023 )With the rapid development of microelectronics science and technology, the quality of IC-grade silicon single crystal directly affects the yield and stability of the performance of semiconductor device production. As the ... -
Automated Digitization of Three-Dimensional Structures Using AprilTag and Solid Geometry-Library in matlab
(The American Society of Mechanical Engineers (ASME), 1/23/2023 )The rapid development of digitization and 3D printing is creating an ever-increasing demand for methods for the automated generation of 3D models from real components. Thanks to the progress and widespread use of computer ... -
Clustering-Based Detection of Debye–Scherrer Rings
(The American Society of Mechanical Engineers (ASME), 1/23/2023 )Calibration of the X-ray powder diffraction (XRPD) experimental setup is a crucial step before data reduction and analysis, and requires correctly extracting individual Debye–Scherrer rings from the 2D XRPD image. This ... -
Long-Range Risk-Aware Path Planning for Autonomous Ships in Complex and Dynamic Environments
(The American Society of Mechanical Engineers (ASME), 1/9/2023 1)Path planning and collision avoidance are common problems for researchers in vehicle and robotics engineering design. In the case of autonomous ships, the navigation is guided by the regulations for preventing collisions ... -
Generative Transformers for Design Concept Generation
(The American Society of Mechanical Engineers (ASME), 1/9/2023 1)Generating novel and useful concepts is essential during the early design stage to explore a large variety of design opportunities, which usually requires advanced design thinking ability and a wide range of knowledge from ... -
Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers
(The American Society of Mechanical Engineers (ASME), 1/9/2023 1)Hydraulic pumps are key drivers of fluid power-based machines and demand high reliability during operation. Internal leakage is a key performance deteriorating fault that reduces pump’s efficiency and limits its predictability ... -
Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis
(The American Society of Mechanical Engineers (ASME), 1/9/2023 1)Prognostic and health management (PHM) has become increasingly popular due to the requirement of improved maintenance techniques in the industry. Remaining useful life (RUL) estimation is an important parameter through ... -
Dynamic Characteristics of Electromechanical Coupling and Fuzzy Control of Intelligent Joints for Robot Drive and Control
(The American Society of Mechanical Engineers (ASME), 1/9/2023 1)In this technical brief, the resonance problem of a robot joint is analyzed. By establishing the electromechanical coupling dynamic equation of the robot joint, the natural vibration characteristics of the electromechanical ... -
Spatial Transform Depthwise Over-Parameterized Convolution Recurrent Neural Network for License Plate Recognition in Complex Environment
(The American Society of Mechanical Engineers (ASME), 10/10/2022)Automatic license plate recognition (ALPR) system has been widely used in intelligent transportation and other fields. However, in complex environments such as vehicle sound source localization, poor illumination, or bad ... -
Monotonic Gaussian Process for Physics-Constrained Machine Learning With Materials Science Applications
(The American Society of Mechanical Engineers (ASME), 10/20/2022)Physics-constrained machine learning is emerging as an important topic in the field of machine learning for physics. One of the most significant advantages of incorporating physics constraints into machine learning methods ... -
Physics-Constrained Bayesian Neural Network for Bias and Variance Reduction
(The American Society of Mechanical Engineers (ASME), 11/8/2022 )When neural networks are applied to solve complex engineering problems, the lack of training data can make the predictions of the surrogate inaccurate. Recently, physics-constrained neural networks were introduced to ... -
A Bayesian Hierarchical Model for Extracting Individuals’ Theory-Based Causal Knowledge
(The American Society of Mechanical Engineers (ASME), 12/12/2022)Extracting an individual’s scientific knowledge is essential for improving educational assessment and understanding cognitive tasks in engineering activities such as reasoning and decision-making. However, knowledge ... -
A New Multi-Objective Genetic Algorithm for Assembly Line Balancing
(The American Society of Mechanical Engineers (ASME), 12/12/2022)The aim of this work is to enable a step towards a self-adapting digital toolset for manufacturing planning focusing on minimally constrained assembly line balancing. The approach includes the simultaneous definition of ... -
Special Issue: Machine Intelligence for Engineering Under Uncertainties
(The American Society of Mechanical Engineers (ASME), 12/19/2022)Machine intelligence integrates computation, data, models, and algorithms to solve problems that are too complex for humans. During the last three decades, machine intelligence has been a highly researched topic and widely ... -
Effects of Elastoplasticity, Damage, and Environmental Exposure on the Behavior of Adhesive Step-Lap Joints
(The American Society of Mechanical Engineers (ASME), 12/21/2022)The presence of damage in the adhesive material as well as combined environmental excitation in multi-material adhesive step-lap joints (ASLJs) often encountered in aircraft industries are frequently neglected. Historically, ... -
Cost-Minimizing Hexahedral Mesh Refinement by Sheet Inflation
(The American Society of Mechanical Engineers (ASME), 12/27/2022)In this paper, a novel hexahedral refinement method is introduced which finds the optimal tradeoff between the number of inserted elements and inserted singularities according to user-prescribed weighting. The input of our ... -
Intelligent Detection and Classification of Surface Defects on Cold-Rolled Galvanized Steel Strips Using a Data-Driven Faulty Model With Attention Mechanism
(The American Society of Mechanical Engineers (ASME), 12/27/2022)In the production of cold-rolled galvanized steel strips used for stamping car body parts, the in-situ and real-time defect detection is crucial for quality control, in which various types of defects inevitably occur. It ...