| A digital twin to train deep reinforcement learning agent for smart manufacturing plants: Environment, interfaces and intelligence K Xia, C Sacco, M Kirkpatrick, C Saidy, L Nguyen, A Kircaliali, R Harik Journal of Manufacturing Systems 58, 210-230, 2021 | 222 | 2021 |
| Automated fiber placement: A review of history, current technologies, and future paths forward A Brasington, C Sacco, J Halbritter, R Wehbe, R Harik Composites Part C: Open Access 6, 100182, 2021 | 149 | 2021 |
| Machine learning in composites manufacturing: A case study of Automated Fiber Placement inspection C Sacco, AB Radwan, A Anderson, R Harik, E Gregory Composite Structures 250, 112514, 2020 | 107 | 2020 |
| Automated fiber placement defects: Automated inspection and characterization C Sacco, AB Radwan, R Harik, M Van Tooren SAMPE 2018 Conference and Exhibition, 2018 | 45 | 2018 |
| Machine learning based AFP inspection: A tool for characterization and integration C Sacco, AB Radwan, T Beatty, R Harik SAMPE 2019-Charlotte, NC, May 2019, 2019 | 40 | 2019 |
| Influence of process parameters in AFP fiber steering on cylinders: Constant curvature paths R Wehbe, C Sacco, AB Radwan, M Albazzan, R Harik Composites Part C: Open Access 2, 100036, 2020 | 24 | 2020 |
| On the effect of manual rework in AFP quality control for a doubly-curved part C Sacco, A Brasington, C Saidy, M Kirkpatrick, J Halbritter, R Wehbe, ... Composites Part B: Engineering 227, 109432, 2021 | 19 | 2021 |
| Machine learning methods for rapid inspection of automated fiber placement manufactured composite structures C Sacco University of South Carolina, 2019 | 16 | 2019 |
| Virtual comissioning of manufacturing system intelligent control K Xia, C Sacco, M Kirkpatrick, R Harik, AM Bayoumi SAMPE 2019-Charlotte, NC, May 2019, 2019 | 14 | 2019 |
| NDE Inspection of AFP Manufactured Cylinders Using an Intelligent Segmentation Algorithm C Sacco, AB Radwan, A Anderson, R Harik SAMPE 2020| Virtual Series, 2020 | 8 | 2020 |
| Building future factories: a smart robotic assembly platform using virtual commissioning, data analytics, and accelerated computing C Saidy, K Xia, C Sacco, M Kirkpatrick, A Kircaliali, L Nguyen, R Harik SAMPE 2020| Virtual Series, 2020 | 7 | 2020 |
| A Quantitative Evaluation of AFP Steered Courses Through Inspection C Sacco, R Wehbe, A Baz Radwan, M Albazzan, A Anderson, R Harik SAMPE 2020 Conference & Exhibition, Seattle, Washington, 2020, 2020 | 3 | 2020 |
| An end-to-end AFP defect inspection and analysis tool MJ Godbold, CM Sacco, R Wehbe, R Harik SAMPE 2022, 2022 | 2 | 2022 |
| Automated Fiber Placement Off-Part Time Mitigation Using Portable Augmented Reality System N Johnson, C Sacco, A Brasington, R Wehbe, R Harik SAMPE 2022, 2022 | 1 | 2022 |
| Hybrid Theory-Machine Learning Methods for the Prediction of AFP Layup Quality CM Sacco | 1 | 2022 |
| Experimental Investigation of the Validity of Automated Fiber Placement Defect Predictions J Halbritter, C Sacco, A Brasington, M Kirkpatrick, R Wehbe, R Harik Composites and Advanced Materials Expo, CAMX 2021, 2021 | 1 | 2021 |
| Composites Part C: Open Access A Brasington, B Francis, M Godbold, R Harik | 1 | 2021 |
| 3D printed water cooled tow guide for fiber placement machine C Sacco, A Anderson US Patent 11,884,028, 2024 | | 2024 |
| Mapping of multimodality data for manufacturing analyses in automated fiber placement A Brasington, J Halbritter, M Godbold, M Kirkpatrick, C Sacco, R Harik Composites Part B: Engineering 263, 110881, 2023 | | 2023 |
| Non-contacting temperature measurement system for automated fiber placement AD Anderson, C Sacco US Patent App. 17/898,708, 2023 | | 2023 |
Ramy HarikProfessor of Mechanical Engineering at USCVerified email at cec.sc.edu
