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Keywords: machine learning
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Proceedings Papers
Proc. ASME. IMECE2024, Volume 2: Advanced Manufacturing, V002T03A019, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-147155
... additive manufacturing machine learning computer vision process control error detection error correction Abstract Additive manufacturing (AM), also known as 3D printing, has revolutionized the landscape of advanced manufacturing. Among various AM techniques, material extrusion (MEX...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 5: Dynamics, Vibration, and Control, V005T07A074, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-147065
.... watercraft dynamics neural network machine learning Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition IMECE2024 November 17-21, 2024, Portland, Oregon IMECE2024-147065 SIMULATION MODEL DEVELOPMENT AND CALIBRATION OF SURFACE WATERCRAFT DYNAMICS USING NEURAL...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 5: Dynamics, Vibration, and Control, V005T07A070, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-146151
..., ensuring both safety and seamless motion planning for robot teleoperation. robotic systems machine vision CNN machine learning Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition IMECE2024 November 17-21, 2024, Portland, Oregon IMECE2024-146151 VISION...
Proceedings Papers
Moosa S. M. Al Kharusi, Matasam Al Maawali, Mohammed S. Al Owiemri, Said Al Mushaifri, Sulaiman Al Maimani
Proc. ASME. IMECE2024, Volume 1: Acoustics, Vibration, and Phononics; Advanced Design and Information Technologies, V001T02A037, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-144549
... intelligence machine learning patient-specific design finite element modeling (FEM) hydroxyapatite (HA) high-density polyethylene (HDPE) biomechanical optimization personalized healthcare solutions Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition IMECE2024...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 1: Acoustics, Vibration, and Phononics; Advanced Design and Information Technologies, V001T02A025, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-146073
... that can be computationally intensive due to the repeated, intricate analyses of the system. This paper addresses the challenges in designing and manufacturing effective cooling systems for these components, introducing a cutting-edge methodology that leverages active machine learning to empower digital...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 1: Acoustics, Vibration, and Phononics; Advanced Design and Information Technologies, V001T02A024, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-146048
... network-wide fuel consumption traffic throughput genetic algorithm machine learning transportation Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition IMECE2024 November 17-21, 2024, Portland, Oregon IMECE2024-146048 MODEL PREDICTIVE OPTIMAL TRAFFIC SIGNAL...
Proceedings Papers
Mikhailo Sartini, Luca Manuguerra, Giacomo Menchi, Marco Mandolini, Giulio Marcello Lo Presti, Francesco Pescatori
Proc. ASME. IMECE2024, Volume 1: Acoustics, Vibration, and Phononics; Advanced Design and Information Technologies, V001T02A041, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-145347
.... Parametric cost estimation methods are preferred during these stages, leveraging identifiable relationships between design variables (cost drivers) and costs. Industry 4.0 innovations offer solutions to challenges posed by traditional Cost Estimation Relationship methods, with machine learning (ML...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 1: Acoustics, Vibration, and Phononics; Advanced Design and Information Technologies, V001T02A035, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-147259
... collaborative robot machine learning experimentation biomechanics Abstract This article presents a Human-Robot Interaction (HRI) platform for the assembly process of a condensate pump. An ergonomic analysis using the Rapid Upper Limb Assessment (RULA) is carried out using a simulation...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 2: Advanced Manufacturing, V002T03A095, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-147233
... Abstract This study introduces a novel methodology for classifying engine sounds into distinct categories, including Exhaust Leak, Rod Knock, and Lifter Tick, utilizing advanced signal processing and machine learning techniques. Despite diligent efforts, the classification model achieved...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 3: Advanced Materials: Design, Processing, Characterization and Applications; Advances in Aerospace Technology, V003T05A016, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-145584
...Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition IMECE2024 November 17-21, 2024, Portland, Oregon IMECE2024-145584 OPTIMIZING PROPELLER EFFICIENCY USING AI / MACHINE LEARNING TECHNIQUES Advika Arya IntelliScience Training Institute San Jose, CA Sohail Zaidi...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 2: Advanced Manufacturing, V002T03A090, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-142963
... artificial intelligence machine learning deep learning classification Abstract In the manufacturing industry, the detection of defective products, such as castings, is crucial for ensuring product quality and preventing potential safety hazards. Deep learning techniques, particularly...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 3: Advanced Materials: Design, Processing, Characterization and Applications; Advances in Aerospace Technology, V003T04A046, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-143559
...Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition IMECE2024 November 17-21, 2024, Portland, Oregon IMECE2024-143559 ENHANCING MATERIAL PROPERTY PREDICTION IN HIGH ENTROPY ALLOYS THROUGH MACHINE LEARNING Oscar Osuna1, Sara Adibi1 1San Diego State University...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 2: Advanced Manufacturing, V002T03A049, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-139424
...Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition IMECE2024 November 17-21, 2024, Portland, Oregon IMECE2024-139424 AN ALTERNATIVE MACHINE LEARNING-BASED APPROACH TO ESTABLISH STRONGER CORRELATIONS BETWEEN LASER POWDER BED FUSION (LPBF) PROCESSING PARAMETERS...
Proceedings Papers
David A. Guerra-Zubiaga, Melody Colani, Gershom Richards, Katrina Cavens, Logan Block, George Olliff, Murat Aksu
Proc. ASME. IMECE2024, Volume 2: Advanced Manufacturing, V002T03A077, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-145821
... and function in the support of intelligent robotic manufacturing systems. Keywords: DIGITAL MANUFACTURING TWIN MODELS, DIGITAL MANUFACTURING TOOLS, INTELLIGENT MANUFACTURING, INDUSTRIAL INTERNET OF THINGS, MACHINE LEARNING NOMENCLATURE CIMOSA Computer Integrated Manufacturing Open System Architecture CPS Cyber...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 10: Mechanics of Solids, Structures, and Fluids; Micro- and Nano-Systems Engineering and Packaging, V010T13A002, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-142167
... microneedle 3d printing digital light processing machine learning Abstract Microneedle arrays (μNA) are gaining popularity in the field of drug delivery due to their potential to minimize side effects compared to conventional hypodermic needles. Generally, μNA is manufacturing through...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 9: Heat Transfer and Thermal Engineering, V009T11A049, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-145906
..., with the combination of Computational Fluid Dynamics (CFD) and chemical kinetics, rely on sparse experimental data for the reproduction of heat release. A validated model and machine learning are used to predict kernel growth in igniting methane-air mixtures considering laser intensity and initial electron density...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 10: Mechanics of Solids, Structures, and Fluids; Micro- and Nano-Systems Engineering and Packaging, V010T13A022, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-142274
... Abstract In this study, we present a comprehensive analysis of particle trajectory prediction in a Deterministic Lateral Displacement (DLD) device using both numerical simulations and machine learning models. First, we validate the accuracy of the numerical model by comparing simulation results...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 11: Safety Engineering, Risk and Reliability Analysis; Research Posters, V011T14A021, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-140371
... weights provided better performance than the non-pre-trained weights. composite damage lamb wave transfer learning sensitivity analysis machine learning Proceedings of the ASME 2024 International Mechanical Engineering Congress and Exposition IMECE2024 November 17-21, 2024, Portland, Oregon...
Proceedings Papers
Proc. ASME. IMECE2024, Volume 11: Safety Engineering, Risk and Reliability Analysis; Research Posters, V011T14A024, November 17–21, 2024
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2024-144013
...; and validating these models at both subsystem and system levels to ensure they accurately reflect expected system reliability. Machine Learning techniques are proposed to enhance model accuracy and to challenge instance-specific reliability challenges. Critical questions emerged from the theoretical case study...
Proceedings Papers
Proc. ASME. IMECE2023, Volume 13: Research Posters; Safety Engineering, Risk and Reliability Analysis, V013T15A019, October 29–November 2, 2023
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2023-113438
...Proceedings of the ASME 2023 International Mechanical Engineering Congress and Exposition IMECE2023 October 29-November 2, 2023, New Orleans, Louisiana IMECE2023-113438 MACHINE LEARNING BASED SEARCH FOR ACCESS POINTS IN ANOMALY DETECTION MODEL Vishnu Gangadhara Naik2, Tagir Fabarisov1, Andrey...
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