Journal of Computing and Information Science in Engineering: Recent submissions
Now showing items 401-420 of 1535
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Design for Artificial Intelligence: Proposing a Conceptual Framework Grounded in Data Wrangling
(The American Society of Mechanical Engineers (ASME), 2022)The intersection between engineering design, manufacturing, and artificial intelligence offers countless opportunities for breakthrough improvements in how we develop new technology. However, achieving this synergy between ... -
Patent Data for Engineering Design: A Critical Review and Future Directions
(The American Society of Mechanical Engineers (ASME), 2022)Patent data have long been used for engineering design research because of its large and expanding size and widely varying massive amount of design information contained in patents. Recent advances in artificial intelligence ... -
Scalability Testing Approach for Internet of Things for Manufacturing SQL and NoSQL Database Latency and Throughput
(The American Society of Mechanical Engineers (ASME), 2022)The proliferation of lowcost sensors and industrial data solutions has continued to push the frontier of manufacturing technology. Machine learning and other advanced statistical techniques stand to provide tremendous ... -
JCISE Editorial Board—Year 2022
(The American Society of Mechanical Engineers (ASME), 2022)The Journal of Computing and Information Science in Engineering (JCISE) publishes articles related to scientific computing methods (e.g., modeling, simulation, representation, and algorithm) and computational tools (e.g., ... -
SuperMeshing: Boosting the Mesh Density of Stress Field in Plane-Strain Problems Using Deep Learning Method
(The American Society of Mechanical Engineers (ASME), 2022)The increase of the spatial resolution in numerical computation always leads to a decrease in computing efficiency with respect to the constraint of mesh density. In response to this problem of the inability to perform ... -
Reflections on Designing in the Wild: How Theories of Design Information Manifest in Practice
(The American Society of Mechanical Engineers (ASME), 2022)Information acquisition, utilization, and communication are integral to the design process, but systematic investigation of information behavior is complicated by its variety and the ways in which designers engage with ... -
Generative Inverse Design of Aerodynamic Shapes Using Conditional Invertible Neural Networks
(The American Society of Mechanical Engineers (ASME), 2022)Conditional invertible neural networks (cINNs) were used for generative inverse design of aerodynamic shapes for a given aerodynamic performance target. The methodology was used to generate two-dimensional (2D) airfoil ... -
Functional Requirements of Software Tools for Laser-Based Powder Bed Fusion Additive Manufacturing for Metals
(The American Society of Mechanical Engineers (ASME), 2022)Additive manufacturing (AM) for metals is rapidly transitioning to an accepted production technology, which has led to increasing demands for data analysis and software tools. The performance of laser-based powder bed ... -
Data-Driven Approaches for Characterization of Aerodynamics on Super High-Speed Elevators
(The American Society of Mechanical Engineers (ASME), 2022)Modeling and characterizing high-dimensional aerodynamic pressures, on the elevator in the hoistway, is very challenging. An accurate model is helpful to understand and analyze the pressure characteristics, which is a vital ... -
A Hybrid Algorithm Based on GRNN and Grasshopper Optimization Algorithm for Welding Nugget Diameter Prediction
(The American Society of Mechanical Engineers (ASME), 2022)Resistance spot welding (RSW) is applied extensively by automotive manufacturers for assembling the structural and body components of vehicles. The current method of welding quality inspection is off-line inspection after ... -
Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory
(The American Society of Mechanical Engineers (ASME), 2022)In today's highly competitive industrial environment, machine health management systems become a crucial factor for sustainability and success. The traditional feature extraction methods to reveal the health condition of ... -
Discovering a Failure Taxonomy for Early Design of Complex Engineered Systems Using Natural Language Processing
(The American Society of Mechanical Engineers (ASME), 2022)Methodologies for failure assessment frequently rely on historical failure modes, causes, and recommendations for prevention. Meanwhile, there are growing databases of narrative-based lessons that are under-utilized due ... -
Predicting the Optimum Performance of a Vertical-Axis Savonius Wind Rotor With Parametric Modeling Using Artificial Neural Network and Golden Section Method
(The American Society of Mechanical Engineers (ASME), 2022)This paper explores the function approximation characteristics of Artificial Neural Network (ANN) by implementing it on the vertical-axis Savonius wind rotor technology. In this regard, a suitable experimental dataset ... -
Machine Learning Based Developing Flow Control Technique Over Circular Cylinders
(The American Society of Mechanical Engineers (ASME), 2022)This paper demonstrates the feasibility of blowing and suction for flow control based on the computational fluid dynamics (CFD) simulations at a low Reynolds number flows. The effects of blowing and suction position, and ... -
A Two-Layer Heterogeneous Ant Colony System With Applications in Part-Picking Planning
(The American Society of Mechanical Engineers (ASME), 2022)The tape carrier packaging machine with multiple sucking discs is designed for modern, high-speed packaging production line, which is an important part of the electronic manufacturing process. The efficiency of the ... -
Toward a New Mathematical Definition of Datums in Standards to Support Advanced Manufacturing
(The American Society of Mechanical Engineers (ASME), 2022)Recent advances in the digitization of manufacturing have prompted ASME and International Organization for Standardization (ISO) standards committees to reexamine the definition of datums. Any new definition of datums ... -
A Data-Driven Wheel Wear Prediction Model for Rail Train Based on LM-OMP-NARXNN
(The American Society of Mechanical Engineers (ASME), 2022)The wheel wear situation on the railway vehicles will affect the train running stability and riding comfort. Thus, the prediction model of wheel tread wear is critical for anticipating the wheelset state information and ... -
Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality
(The American Society of Mechanical Engineers (ASME), 2022)Those methods that are applied to evaluate car sound quality by means of the scoring mode cannot guarantee the universality of results. Some studies have shown that the sound-induced change of electroencephalograph (EEG) ... -
Product Multibody Dynamics Analysis for Low-Carbon Footprint
(The American Society of Mechanical Engineers (ASME), 2022)With the increasingly serious global climate problem, the low-carbon design of products has gradually become an important direction of sustainable manufacturing. The optimization design of product structure is one of the ... -
Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks
(The American Society of Mechanical Engineers (ASME), 2022)Most of the approaches of feature extraction for data-driven rotating machinery fault diagnosis assume characteristics of periodicity and seasonality typically inherent to linear signals obtained from different sensors. ...