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Proceedings Papers

Effect of Optimal Geometries and Performance Parameters on Airfoil Latent Space Dimension

Alec Van Slooten, Mark Fuge

Proc. ASME. IDETC-CIE2022, Volume 3A: 48th Design Automation Conference (DAC), V03AT03A005, August 14–17, 2022

Paper No: DETC2022-90068

DOI: https://doi.org/10.1115/DETC2022-90068

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Topics: Airfoils, Dimensions, Manifolds, Geometry, Space, Databases, Errors, Optimization, Principal component analysis, Testing

Proceedings Papers

Normalization and Dimension Reduction for Machine Learning in Advanced Manufacturing

Jida Huang, Tsz-Ho Kwok

Proc. ASME. IDETC-CIE2022, Volume 2: 42nd Computers and Information in Engineering Conference (CIE), V002T02A042, August 14–17, 2022

Paper No: DETC2022-89921

DOI: https://doi.org/10.1115/DETC2022-89921

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Topics: Dimensions, Machine learning, Manufacturing, Additive manufacturing, Casting, Data collection, Milling, Principal component analysis

Proceedings Papers

When the Going Gets Tough: Exploring Changes in the Startup Landscape Due to the Challenges of 2020

Tobias Mahan, Pratima Saravanan, Sandeep Krishnakumar, Hannah Nolte, Christopher McComb, Jessica Menold

Proc. ASME. IDETC-CIE2021, Volume 6: 33rd International Conference on Design Theory and Methodology (DTM), V006T06A035, August 17–19, 2021

Paper No: DETC2021-71798

DOI: https://doi.org/10.1115/DETC2021-71798

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Topics: Data mining, Engineering design processes, Feedback, Fracture toughness, Modeling, Pandemics, Principal component analysis, Product design, Product development

Proceedings Papers

POD-Based Model Order Reduction for Tire-Soil Interaction Simulations

Christopher C. Sullivan, Hiroki Yamashita, Hiroyuki Sugiyama

Proc. ASME. IDETC-CIE2021, Volume 9: 17th International Conference on Multibody Systems, Nonlinear Dynamics, and Control (MSNDC), V009T09A026, August 17–19, 2021

Paper No: DETC2021-69652

DOI: https://doi.org/10.1115/DETC2021-69652

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Topics: Simulation, Soil, Tires, Mechanical admittance, Errors, Interpolation, Manifolds, Principal component analysis, Roads

Proceedings Papers

Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering

Kevin N. Chiu, David Anderson, Mark D. Fuge

Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A013, August 17–19, 2021

Paper No: DETC2021-69328

DOI: https://doi.org/10.1115/DETC2021-69328

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Topics: Algorithms, Computers, Density, Design methodology, Electromagnetic fields, Encryption, Engineers, Fluidic devices, Lift (Fluid dynamics), Noise (Sound)

Proceedings Papers

A Study on the Acoustic Signal Based Frameworks for the Real-Time Identification of Geometrically Defective Wire Arc Bead

Nowrin Akter Surovi, Audelia G. Dharmawan, Gim Song Soh

Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A003, August 17–19, 2021

Paper No: DETC2021-69573

DOI: https://doi.org/10.1115/DETC2021-69573

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Topics: Acoustics, Signals, Wire, Artificial neural networks, Bronze, Stainless steel, Additive manufacturing, Machine learning, Principal component analysis, Sensors

Proceedings Papers

Interpreting Proper Orthogonal Modes in Vibrations

B. F. Feeny

Proc. ASME. DETC97, Volume 1A: 16th Biennial Conference on Mechanical Vibration and Noise, V01AT05A004, September 14–17, 1997

Paper No: DETC97/VIB-3955

DOI: https://doi.org/10.1115/DETC97/VIB-3955

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Topics: Vibration, Inertia (Mechanics), Principal component analysis, Simulation

Proceedings Papers

Proper Orthogonal Decomposition of an Experimental Cantilever Beam

M. S. Riaz, B. F. Feeny

Proc. ASME. DETC99, Volume 7A: 17th Biennial Conference on Mechanical Vibration and Noise, 701-708, September 12–16, 1999

Paper No: DETC99/VIB-8137

DOI: https://doi.org/10.1115/DETC99/VIB-8137

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Topics: Cantilever beams, Principal component analysis

Proceedings Papers

Reduced Order Nonlinear Navier Stokes Models for Synthetic Jets

Othon K. Rediniotis, Andrew J. Kurdila

Proc. ASME. DETC99, Volume 7B: 17th Biennial Conference on Mechanical Vibration and Noise, 1773-1784, September 12–16, 1999

Paper No: DETC99/VIB-8065

DOI: https://doi.org/10.1115/DETC99/VIB-8065

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Topics: Actuators, Feedback, Flow control, Jets, Principal component analysis

Proceedings Papers

POD (K-L) Analysis of the Interaction Free Dynamics of a Beam/Pendulum Configuration: An Experimental Study

Ioannis T. Georgiou, Ira B. Schwartz

Proc. ASME. IDETC-CIE2001, Volume 6A: 18th Biennial Conference on Mechanical Vibration and Noise, 917-924, September 9–12, 2001

Paper No: DETC2001/VIB-21409

DOI: https://doi.org/10.1115/DETC2001/VIB-21409

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Topics: Dynamics (Mechanics), Pendulums, Degrees of freedom, Principal component analysis

Proceedings Papers

Using Triaxial Accelerometer Data for Vibration Monitoring of Helicopter Gearboxes

Irem Y. Tumer, Edward M. Huff

Proc. ASME. IDETC-CIE2001, Volume 6C: 18th Biennial Conference on Mechanical Vibration and Noise, 3161-3171, September 9–12, 2001

Paper No: DETC2001/VIB-21755

DOI: https://doi.org/10.1115/DETC2001/VIB-21755

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Topics: Accelerometers, Mechanical drives, Vibration, Flaw detection, Flight, Monitoring systems, Principal component analysis, Vibration analysis, Vibration measurement, Vibration monitors

Proceedings Papers

Assessing Global Needs When Identifying Potential Engineering for Global Development Projects

Christopher S. Mabey, Christopher A. Mattson, Eric C. Dahlin

Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A001, August 17–19, 2020

Paper No: DETC2020-22062

DOI: https://doi.org/10.1115/DETC2020-22062

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Topics: Principal component analysis

Proceedings Papers

The Importance of Energy Criteria for Selecting Modes in Reduced Order Modeling

Suparno Bhattacharyya, Joseph P. Cusumano

Proc. ASME. IDETC-CIE2019, Volume 8: 31st Conference on Mechanical Vibration and Noise, V008T10A058, August 18–21, 2019

Paper No: DETC2019-98140

DOI: https://doi.org/10.1115/DETC2019-98140

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Topics: Displacement, Energetics, Engineering simulation, Impulse (Physics), Modeling, Principal component analysis, Simulation, Spatiotemporal phenomena, Steady state, Time series

Proceedings Papers

Contactless Li-Ion Battery Voltage Detection by Using Walabot and Machine Learning

Yanan Wang, Haoyu Niu, Tiebiao Zhao, Xiaozhong Liao, Lei Dong, Yangquan Chen

Proc. ASME. IDETC-CIE2019, Volume 9: 15th IEEE/ASME International Conference on Mechatronic and Embedded Systems and Applications, V009T12A002, August 18–21, 2019

Paper No: DETC2019-97668

DOI: https://doi.org/10.1115/DETC2019-97668

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Topics: Lithium-ion batteries, Machine learning, Algorithms, Principal component analysis, Sensors

Proceedings Papers

Research on Driving Style Classification for Shift Schedule of Dual Clutch Transmissions

Yonggang Liu, Jiming Wang, Pan Zhao, Dongye Sun, Yang Yang, Datong Qin

Proc. ASME. IDETC-CIE2019, Volume 10: 2019 International Power Transmission and Gearing Conference, V010T11A046, August 18–21, 2019

Paper No: DETC2019-97743

DOI: https://doi.org/10.1115/DETC2019-97743

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Topics: Adaptive control, Algorithms, Control systems, Dimensions, Entropy, Principal component analysis, Redundancy (Engineering), Roads, Vehicles

Proceedings Papers

Empirical Mode Decomposition for Dynamic AFM Microcantilevers in Air and Liquid Environment

Il Kwang Kim, Jea Woong Jang, Soo Il Lee

Proc. ASME. IDETC-CIE2018, Volume 4: 23rd Design for Manufacturing and the Life Cycle Conference; 12th International Conference on Micro- and Nanosystems, V004T08A012, August 26–29, 2018

Paper No: DETC2018-86215

DOI: https://doi.org/10.1115/DETC2018-86215

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Topics: Atomic force microscopy, Microcantilevers, Damping, Dynamics (Mechanics), Principal component analysis

Proceedings Papers

Modeling and Machine Learning Aided Analysis of a Claw-Less Magnetically Coupled Ball-Drive Design

Biruk A. Gebre, Kishore Pochiraju

Proc. ASME. IDETC-CIE2018, Volume 5B: 42nd Mechanisms and Robotics Conference, V05BT07A052, August 26–29, 2018

Paper No: DETC2018-86202

DOI: https://doi.org/10.1115/DETC2018-86202

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Topics: Design, Machine learning, Modeling, Mechanical admittance, Wheels, Algorithms, Finite element analysis, Machinery, Principal component analysis, Testing

Proceedings Papers

Application of the POD Method for Cracked Rotors

Ayesha Al Mehairi, Mohammad A. AL-Shudeifat, Shadi Balawi, Adnan S. Saeed

Proc. ASME. IDETC-CIE2017, Volume 6: 13th International Conference on Multibody Systems, Nonlinear Dynamics, and Control, V006T10A055, August 6–9, 2017

Paper No: DETC2017-68255

DOI: https://doi.org/10.1115/DETC2017-68255

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Topics: Rotors, Whirls, Fracture (Materials), Crack propagation, Principal component analysis, Vibration

Proceedings Papers

Automated Graph Grammar Generation for Engineering Design With Frequent Pattern Mining

Shraddha Sangelkar, Daniel A. McAdams

Proc. ASME. IDETC-CIE2017, Volume 2A: 43rd Design Automation Conference, V02AT03A006, August 6–9, 2017

Paper No: DETC2017-67520

DOI: https://doi.org/10.1115/DETC2017-67520

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Topics: Data mining, Design, Engineering design, Machinery, Mining, Principal component analysis, Testing

Proceedings Papers

Identification of Relationships Between Electroencephalography (EEG) Bands and Design Activities

Lixin Liu, Thanh An Nguyen, Yong Zeng, Abdessamad Ben Hamza

Proc. ASME. IDETC-CIE2016, Volume 7: 28th International Conference on Design Theory and Methodology, V007T06A019, August 21–24, 2016

Paper No: DETC2016-59104

DOI: https://doi.org/10.1115/DETC2016-59104

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Topics: Design, Electroencephalography, Principal component analysis

2 3 4 5

NARROW

Effect of Optimal Geometries and Performance Parameters on Airfoil Latent Space Dimension

Normalization and Dimension Reduction for Machine Learning in Advanced Manufacturing

When the Going Gets Tough: Exploring Changes in the Startup Landscape Due to the Challenges of 2020

POD-Based Model Order Reduction for Tire-Soil Interaction Simulations

Automatically Discovering Mechanical Functions From Physical Behaviors via Clustering

A Study on the Acoustic Signal Based Frameworks for the Real-Time Identification of Geometrically Defective Wire Arc Bead

Interpreting Proper Orthogonal Modes in Vibrations

Proper Orthogonal Decomposition of an Experimental Cantilever Beam

Reduced Order Nonlinear Navier Stokes Models for Synthetic Jets

POD (K-L) Analysis of the Interaction Free Dynamics of a Beam/Pendulum Configuration: An Experimental Study

Using Triaxial Accelerometer Data for Vibration Monitoring of Helicopter Gearboxes

Assessing Global Needs When Identifying Potential Engineering for Global Development Projects

The Importance of Energy Criteria for Selecting Modes in Reduced Order Modeling

Contactless Li-Ion Battery Voltage Detection by Using Walabot and Machine Learning

Research on Driving Style Classification for Shift Schedule of Dual Clutch Transmissions

Empirical Mode Decomposition for Dynamic AFM Microcantilevers in Air and Liquid Environment

Modeling and Machine Learning Aided Analysis of a Claw-Less Magnetically Coupled Ball-Drive Design

Application of the POD Method for Cracked Rotors

Automated Graph Grammar Generation for Engineering Design With Frequent Pattern Mining

Identification of Relationships Between Electroencephalography (EEG) Bands and Design Activities

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