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Farhad Imani
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Journal Articles

A Data-Driven Framework for Computationally Efficient Integration of Chemical Kinetics Using Neural Ordinary Differential Equations

Shubhangi Bansude, Farhad Imani, Reza Sheikhi
Journal: ASME Open Journal of Engineering
Article Type: Research Papers
ASME Open J. Engineering. January 2023, 2: 021022.
Paper No: AOJE-23-1019
DOI: https://doi.org/10.1115/1.4062105
Published Online: April 6, 2023
View Article titled, A Data-Driven Framework for Computationally Efficient Integration of Chemical Kinetics Using Neural Ordinary Differential Equations
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Topics: Artificial neural networks, Chemical kinetics, Differential equations, Errors, Hydrogen, Pressure, Temperature, Combustion, Simulation, Stiffness
Proceedings Papers

A Novel Fuzzy-BELBIC Structure for the Adaptive Control of Satellite Attitude

Kosar Safari, Farhad Imani
Proc. ASME. IMECE2022, Volume 3: Advanced Materials: Design, Processing, Characterization and Applications; Advances in Aerospace Technology, V003T04A033, October 30–November 3, 2022
Paper No: IMECE2022-96034
DOI: https://doi.org/10.1115/IMECE2022-96034
View Paper titled, A Novel Fuzzy-BELBIC Structure for the Adaptive Control of Satellite Attitude
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Topics: Adaptive control, Optimization algorithms, Satellites
Proceedings Papers

Dependency Evaluation of Defect Formation and Printing Location in Additive Manufacturing

Kosar Safari, Shihab Khalfalla, Farhad Imani
Proc. ASME. IMECE2022, Volume 2A: Advanced Manufacturing, V02AT02A016, October 30–November 3, 2022
Paper No: IMECE2022-95145
DOI: https://doi.org/10.1115/IMECE2022-95145
View Paper titled, Dependency Evaluation of Defect Formation and Printing Location in Additive Manufacturing
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Topics: Additive manufacturing, Printing, Computerized tomography, Design, Imaging, Lasers, Machinery, Porosity, Shapes
Proceedings Papers

Heterogeneous Sensing and Bayesian Optimization for Smart Calibration in Additive Manufacturing Process

Sean Rescsanski, Mahdi Imani, Farhad Imani
Proc. ASME. IMECE2022, Volume 2B: Advanced Manufacturing, V02BT02A051, October 30–November 3, 2022
Paper No: IMECE2022-96010
DOI: https://doi.org/10.1115/IMECE2022-96010
View Paper titled, Heterogeneous Sensing and Bayesian Optimization for Smart Calibration in Additive Manufacturing Process
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Topics: Additive manufacturing, Calibration, Optimization
Proceedings Papers

Latent Representation and Characterization of Scanning Strategy on Laser Powder Bed Fusion Additive Manufacturing

Farhad Imani, Ruimin Chen
Proc. ASME. IMECE2022, Volume 2B: Advanced Manufacturing, V02BT02A009, October 30–November 3, 2022
Paper No: IMECE2022-96019
DOI: https://doi.org/10.1115/IMECE2022-96019
View Paper titled, Latent Representation and Characterization of Scanning Strategy on Laser Powder Bed Fusion Additive Manufacturing
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Topics: Additive manufacturing, Lasers
Journal Articles

Performance Assessment of Chemical Kinetics Neural Ordinary Differential Equations in Pairwise Mixing Stirred Reactor

Shubhangi Bansude, Farhad Imani, Reza Sheikhi
Journal: ASME Open Journal of Engineering
Article Type: Research Papers
ASME Open J. Engineering. January 2023, 2: 021008.
Paper No: AOJE-22-1140
DOI: https://doi.org/10.1115/1.4056476
Published Online: January 27, 2023
View Article titled, Performance Assessment of Chemical Kinetics Neural Ordinary Differential Equations in Pairwise Mixing Stirred Reactor
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Topics: Chemical kinetics, Chemistry, Combustion, Differential equations, Errors, Particulate matter, Simulation, Temperature, Stiffness, Scalars
Proceedings Papers

Image-Guided Multi-Response Modeling and Characterization of Design Defects in Metal Additive Manufacturing

Farhad Imani, Mojtaba Khanzadeh
Proc. ASME. IMECE2021, Volume 2B: Advanced Manufacturing, V02BT02A046, November 1–5, 2021
Paper No: IMECE2021-71966
DOI: https://doi.org/10.1115/IMECE2021-71966
View Paper titled, Image-Guided Multi-Response Modeling and Characterization of Design Defects in Metal Additive Manufacturing
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Topics: Additive manufacturing, Design, Metals, Modeling
Proceedings Papers

Design Rules and In-Situ Quality Monitoring of Thin-Wall Features Made Using Laser Powder Bed Fusion

Aniruddha Gaikwad, Farhad Imani, Prahalad Rao, Hui Yang, Edward Reutzel
Proc. ASME. MSEC2019, Volume 1: Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing, V001T01A039, June 10–14, 2019
Paper No: MSEC2019-3035
DOI: https://doi.org/10.1115/MSEC2019-3035
View Paper titled, Design Rules and In-Situ Quality Monitoring of Thin-Wall Features Made Using Laser Powder Bed Fusion
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Topics: Additive manufacturing, Design, Lasers, Thin wall structures
Proceedings Papers

Image-Guided Variant Geometry Analysis of Layerwise Build Quality in Additive Manufacturing

Farhad Imani, Ruimin Chen, Evan Diewald, Edward Reutzel, Hui Yang
Proc. ASME. MSEC2019, Volume 1: Additive Manufacturing; Manufacturing Equipment and Systems; Bio and Sustainable Manufacturing, V001T02A041, June 10–14, 2019
Paper No: MSEC2019-3002
DOI: https://doi.org/10.1115/MSEC2019-3002
View Paper titled, Image-Guided Variant Geometry Analysis of Layerwise Build Quality in Additive Manufacturing
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Topics: Additive manufacturing, Artificial neural networks, Geometry
Journal Articles

Deep Learning of Variant Geometry in Layerwise Imaging Profiles for Additive Manufacturing Quality Control

Farhad Imani, Ruimin Chen, Evan Diewald, Edward Reutzel, Hui Yang
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2019, 141(11): 111001.
Paper No: MANU-19-1185
DOI: https://doi.org/10.1115/1.4044420
Published Online: September 18, 2019
View Article titled, Deep Learning of Variant Geometry in Layerwise Imaging Profiles for Additive Manufacturing Quality Control
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Topics: Additive manufacturing, Artificial neural networks, Geometry, Imaging, Process monitoring, Quality control, Shapes, Flaw detection, Computer-aided design, Machinery
Journal Articles

Joint Multifractal and Lacunarity Analysis of Image Profiles for Manufacturing Quality Control

Farhad Imani, Bing Yao, Ruimin Chen, Prahalad Rao, Hui Yang
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. April 2019, 141(4): 044501.
Paper No: MANU-18-1168
DOI: https://doi.org/10.1115/1.4042579
Published Online: February 27, 2019
View Article titled, Joint Multifractal and Lacunarity Analysis of Image Profiles for Manufacturing Quality Control
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Topics: Finishes, Fractals, Manufacturing, Process monitoring, Quality control, Spectra (Spectroscopy), Additive manufacturing, Imaging, Machining, Dimensions
Proceedings Papers

Layerwise In-Process Quality Monitoring in Laser Powder Bed Fusion

Farhad Imani, Aniruddha Gaikwad, Mohammad Montazeri, Prahalada Rao, Hui Yang, Edward Reutzel
Proc. ASME. MSEC2018, Volume 1: Additive Manufacturing; Bio and Sustainable Manufacturing, V001T01A038, June 18–22, 2018
Paper No: MSEC2018-6477
DOI: https://doi.org/10.1115/MSEC2018-6477
View Paper titled, Layerwise In-Process Quality Monitoring in Laser Powder Bed Fusion
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Topics: Lasers, Porosity, Optical images, Sensors, Additive manufacturing, Computerized tomography, Cylinders, Fatigue life, Machine learning, Machinery
Proceedings Papers

Fractal Pattern Recognition of Image Profiles for Manufacturing Process Monitoring and Control

Farhad Imani, Bing Yao, Ruimin Chen, Prahalada Rao, Hui Yang
Proc. ASME. MSEC2018, Volume 3: Manufacturing Equipment and Systems, V003T02A003, June 18–22, 2018
Paper No: MSEC2018-6523
DOI: https://doi.org/10.1115/MSEC2018-6523
View Paper titled, Fractal Pattern Recognition of Image Profiles for Manufacturing Process Monitoring and Control
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Topics: Fractals, Manufacturing, Pattern recognition, Additive manufacturing, Machining, Biomanufacturing, Dynamics (Mechanics), Finishes, Imaging, Manufacturing industry
Journal Articles

Process Mapping and In-Process Monitoring of Porosity in Laser Powder Bed Fusion Using Layerwise Optical Imaging

Farhad Imani, Aniruddha Gaikwad, Mohammad Montazeri, Prahalada Rao, Hui Yang, Edward Reutzel
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. October 2018, 140(10): 101009.
Paper No: MANU-17-1575
DOI: https://doi.org/10.1115/1.4040615
Published Online: July 27, 2018
View Article titled, Process Mapping and In-Process Monitoring of Porosity in Laser Powder Bed Fusion Using Layerwise Optical Imaging
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Topics: Lasers, Porosity, Imaging
Journal Articles

Multifractal Analysis of Image Profiles for the Characterization and Detection of Defects in Additive Manufacturing

Bing Yao, Farhad Imani, Aniket S. Sakpal, E. W. Reutzel, Hui Yang
Journal: Journal of Manufacturing Science and Engineering
Article Type: Research-Article
J. Manuf. Sci. Eng. March 2018, 140(3): 031014.
Paper No: MANU-17-1444
DOI: https://doi.org/10.1115/1.4037891
Published Online: January 3, 2018
View Article titled, Multifractal Analysis of Image Profiles for the Characterization and Detection of Defects in Additive Manufacturing
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Topics: Additive manufacturing, Dimensions, Fractals, Quality control, Simulation, Statistics, Imaging, Lasers, Spectra (Spectroscopy)