Journal of Computing and Information Science in Engineering: Recent submissions
Now showing items 581-600 of 1535
-
An Improved Phenotype-Genotype Mapping for Solving Selective Assembly Problem Using Evolutionary Optimization Algorithms
(The American Society of Mechanical Engineers (ASME), 2020)Selective assembly is an assembly technique for producing high-quality assemblies from relatively lower quality mating parts. Developing the application of this technique to sheet metal assemblies in the automotive industry ... -
Numerical Continuation on a Graphical Processing Unit for Kinematic Synthesis
(The American Society of Mechanical Engineers (ASME), 2020)This paper presents an implementation of a homotopy path tracking algorithm for polynomial numerical continuation on a graphical processing unit (GPU). The goal of this algorithm is to track homotopy curves from known roots ... -
Stream Surface-Supported Fundamental Sheets Insertion Toward High-Quality Hex Meshing
(The American Society of Mechanical Engineers (ASME), 2020)Converting a hex mesh into a fundamental mesh by inserting fundamental sheets is an effective means to improve the hex mesh’s quality near the boundary. However, the high-quality and automatic fundamental sheets insertion ... -
Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue
(The American Society of Mechanical Engineers (ASME), 2020)We present a physics-informed neural network modeling approach for missing physics estimation in cumulative damage models. This hybrid approach is designed to merge physics-informed and data-driven layers within deep neural ... -
Q-Model: An Artificial Intelligence Based Methodology for the Development of Autonomous Robots
(The American Society of Mechanical Engineers (ASME), 2020)The increasing individualization of products reinforces the importance of decoupled factories in production processes. Artificial intelligence (AI) is a recognized technology for problem solving and accelerates automation ... -
Partial Disassembly Line Balancing Problem Analysis Based on Sequence-Dependent Stochastic Mixed-Flow
(The American Society of Mechanical Engineers (ASME), 2020)Given the characteristics of decommissioning product diversity, wear difference, and structural complexity, we analyzed the disassembly line balance problems of minimum disassembly workstation, station load balancing, ... -
Solution of Biharmonic Equation in Complicated Geometries With Physics Informed Extreme Learning Machine
(The American Society of Mechanical Engineers (ASME), 2020)Recently, physics informed neural networks (PINNs) have produced excellent results in solving a series of linear and nonlinear partial differential equations (PDEs) without using any prior data. However, due to slow training ... -
Determination of Time-to-Failure for Automotive System Components Using Machine Learning
(The American Society of Mechanical Engineers (ASME), 2020)In recent years, there has been a growing interest in the connectivity of vehicles. This connectivity allows for the monitoring and analysis of large amount of sensor data from vehicles during their normal operations. In ... -
Using a Point-Line-Plane Representation for Unified Simulation of Planar and Spherical Mechanisms
(The American Society of Mechanical Engineers (ASME), 2020)This paper presents a geometric constraints driven approach to unified kinematic simulation of n-bar planar and spherical linkage mechanisms consisting of both revolute and prismatic joints. Generalized constraint equations ... -
Measuring the Performance Impact of Using the Microsoft HoloLens 1 to Provide Guided Assembly Work Instructions
(The American Society of Mechanical Engineers (ASME), 2020)The human performance benefits of four types of guided assembly instructions, including the Microsoft HoloLens 1, were analyzed in the context of a realistic assembly task. Several studies have confirmed the benefits of ... -
A Review of Methods for the Geometric Post-Processing of Topology Optimized Models
(The American Society of Mechanical Engineers (ASME), 2020)Topology optimization (TO) has rapidly evolved from an academic exercise into an exciting discipline with numerous industrial applications. Various TO algorithms have been established, and several commercial TO software ... -
Erratum: “sMF-BO-2CoGP: A Sequential Multi-Fidelity Constrained Bayesian Optimization Framework for Design Applications” [ASME J. Comput. Inf. Sci. Eng., 20(3), p. 0031007; DOI: 10.1115/1.4046691]
(The American Society of Mechanical Engineers (ASME), 2020)This article was intended to be published as part of the October 2020 Special Issue on Highlights of 2020 CIE Conference. -
Reconstruction of Trimmed NURBS Surfaces for Gap-Free Intersections
(The American Society of Mechanical Engineers (ASME), 2020)The modern engineering technologies of computer-aided design (CAD), computer-aided engineering (CAE), and computer-aided manufacturing (CAM) are ubiquitous in engineering practice. They are focused on creating, analyzing, ... -
Evolution of Sliding Contact Wear Between Deformable Conducting Bodies via a Multiphysics Framework
(The American Society of Mechanical Engineers (ASME), 2020)A multiphysics computational framework is introduced and exercised to predict the wear behavior of two deformable, heat-conducting bodies under conditions of sliding contact. This framework enables the solution of a coupled ... -
Domain Randomization Using Deep Neural Networks for Estimating Positions of Bolts
(The American Society of Mechanical Engineers (ASME), 2020)Current manual practices of replacing bolts on structures are time-consuming and costly, especially because of numerous bolts. Thus, an automated method that can visually detect and localize bolt positions would be highly ... -
Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments
(The American Society of Mechanical Engineers (ASME), 2020)This work presents a deep reinforcement learning (DRL) approach for procedural content generation (PCG) to automatically generate three-dimensional (3D) virtual environments that users can interact with. The primary objective ... -
Special Issue: Highlights of 2019 CIE Conference
(The American Society of Mechanical Engineers (ASME), 2020)This special issue contains a selection of papers from the 39th American Society of Mechanical Engineers (ASME) Computers and Information in Engineering (CIE) Conference that was held in Anaheim, CA, August 18–21, 2019, ... -
Quantitative Assessment of Shoulder Rehabilitation Using Digital Motion Acquisition and Convolutional Neural Network
(The American Society of Mechanical Engineers (ASME), 2020)Motion capture (Mocap) is applied to motor rehabilitation of patients recovering from a trauma, a surgery, or other impairing conditions. Some rehabilitation exercises are easily tracked with low-cost technologies and a ... -
A Functional Failure Analysis Method of Identifying and Mitigating Spurious System Emissions From a System of Interest in a System of Systems
(The American Society of Mechanical Engineers (ASME), 2020)Increasingly tight coupling and heavy connectedness in system of systems (SoS) present new problems for systems’ designers and engineers. While the failure of one system within a loosely coupled SoS may produce little ... -
Special Issue: Machine Learning Applications in Manufacturing
(The American Society of Mechanical Engineers (ASME), 2020)Machine learning (ML) has recently become a power-engine transforming various manufacturing research and applications. In the era of Smart Manufacturing and I4.0, the abundance of smart sensors and industrial Internet of ...