LAMPS - Publication

Publications

  1. M. Montazeri, A. Nassar, A. Dunbar, P. Rao, In-Process Monitoring of Porosity in Additive Manufacturing Using In-Process Optical Emission Spectroscopy Signals, IISE Transactions (Manufacturing and Design), 2019, Accepted, In-Press. doi: 0.1080/24725854.2019.1659525
  2. R. Yavari, K. Cole, P. Rao, Thermal Modeling in Metal Additive Manufacturing using Graph Theory. ASME Transactions, Journal of Manufacturing Science and Engineering, 2019, Vol. 141, pp. 0710071-20. doi: 10.1115/1.4043648

  3. J. Lombardi, R. Salary, D. Weerawarne, P.Rao, M. Poliks,  Image-Based Closed-Loop Control of Aerosol Jet Printing Using Classical Control Methods, ASME Transactions, Journal of Manufacturing Science and Engineering, 141(7), 071011-20, 2019. doi: 10.1115/1.4043659

  4. L.J. Rhodes, M. Rios, J. Williams, G. Quiñones, P. Rao, V. Miskovic, The Role of Low-Level Image Features in The Affective Categorization Of Rapidly Presented Scenes, PLoS ONE 14(5): e0215975. doi: 10.1371/journal.pone.0215975

  5. F. Imani, B. Yao, R. Chen, P. Rao, H. Yang, Joint Multifractal and Lacunarity Analysis of Image Profiles for Manufacturing Quality Control (Technical Brief), ASME Transactions, Journal of Manufacturing Science and Engineering, 141(4), 044501-08, 2018. doi: 10.1115/1.4042579.

  6. J. Williams, P. Dryburgh, A. Clare, P. Rao, A. Samal, Defect Detection and Monitoring in Metal Additive Manufactured Parts through Deep Learning of Spatially Resolved Acoustic Spectroscopy Signals. ASTM Journal of Smart and Sustainable Manufacturing, Vol. 2(1), 204-226, 2018. doi/10.1520/SSMS20180035

  7. J. Liu, C. Liu, Y. Bai, Z. Kong, P. Rao, and C. Williams. Layer-wise Spatial Modeling of Porosity in Additive Manufacturing. IISE Transactions, (Additive Manufacturing Special Issue), Accepted, In-Press, 2018. Article Highlighted in January 2019 issue of the Industrial and Systems Engineer Magazine. doi:/10.1080/24725854.2018.1478169

  8. F. Imani, A. Gaikwad, M. Montazeri, P. Rao, H. Yang, E. Reutzel. Process Mapping and In-Process Monitoring of Porosity in Laser Powder Bed Fusion Using Layerwise Optical Imaging. ASME Transactions, Journal of Manufacturing Science and Engineering, 140(10), 101009-23, 2018. doi: 10.1115/1.4040615

  9. X. Wang, M. Sealy, R. Williams, P. Rao, Y. Guo. Stochastic Modeling and Analysis of Spindle Energy Consumption During Hard Milling. ASME Transactions, Journal of Manufacturing Science and Engineering, 140(6), 060801-14, 2018. doi: 10.1115/1.4038644

  10. M. Montazeri, P. Rao. Heterogeneous Sensor-based Build Condition Monitoring in Laser Powder Bed Fusion Additive Manufacturing Process using a Spectral Graph Theoretic Approach. ASME Transactions, Journal of Manufacturing Science and Engineering, 140(9), 091002-18, 2018. doi: 10.1115/1.4040264

  11. M. Montazeri, R. Yavari, P. Rao, P. Boulware. In-process Monitoring of Material Cross-Contamination Defects in Laser Powder Bed Fusion. ASME Transactions, Journal of Manufacturing Science and Engineering, 140(11), 111001-20, 2018. doi: 10.1115/1.4040543

  12. M. Sealy, G. Madireddy, R. Williams, P. Rao, M. Toursangsaraki. Review Article - Hybrid Processes in Additive Manufacturing. ASME Transactions, Journal of Manufacturing Science and Engineering, Vol. 140(6), pp. 060801-14, 2018. doi:10.1115/1.4038644.

  13. H. Sun, P. Rao, Z. Kong, X. Deng and R. Jin. Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process. IEEE Transactions, Automation Science and Engineering, Vol. 15(1), pp. 393-403, 2018. doi: 10.1109/TASE.2017.2763609.

  14. M. S. Tootooni, P. Rao, C-A. Chou, Z. Kong.  A Spectral Graph Theoretic Approach for Monitoring Multivariate Time Series Data from Complex Dynamical Processes. IEEE Transactions, Automation Science and Engineering, Vol.15(1), pp.127-144, 2018. doi: 10.1109/TASE.2016.2598094

  15. M. Khanzadeh, P. Rao, R. Jafari-Marandi, B. K. Smith, M. Tschopp, L. Bian. Characterizing the Geometric Accuracy of Additively Manufactured Components Using Self-Organizing Maps. ASME Transactions, Journal of Manufacturing Science and Engineering, Vol 140(3), pp. 031011-  031023, 2017. doi: 10.1115/1.4038598

  16. M. Aboutaleb, M. Tschopp, P. Rao, L. Bian. Accelerated Multiobjective Optimization of Part Geometric Accuracy in Additive Manufacturing (AM). ASME Transactions, Journal of Manufacturing Science and Engineering, Vol. 139(10), pp. 101001 – 101014, 2017. doi: 10.1115/1.4037319

  17. R. Salary, J. Lombardi, P. Rao, M. Poliks. Aerosol Jet Printing (AJP) of Flexible Electronic Devices: Online Monitoring of Functional Electrical Properties Using Shape-from-Shading (SfS) Image Analysis. ASME Transactions, Journal of Manufacturing Science and Engineering, Vol. 139(10), pp. 101010 – 101023, 2017. doi:10.1115/1.4036660

  18. M.S. Tootooni, A. Dsouza, R. Donovan, P. Rao, Z. Kong, P. Borgesen. Classifying the Dimensional Variation in Additive Manufactured Parts from Laser-Scanned 3D Point Cloud Data using Machine Learning Approaches. ASME Transactions, Journal of Manufacturing Science and Engineering, Vol. 139(9), pp. 091005 – 091019, 2017. doi: 10.1115/1.4036641

  19. M.S. Tootooni, C. Liu, D. Roberson, R. Donovan, P. Rao, Z. Kong, S.T.S. Bukkapatnam. Online Non-contact Surface Finish Machining using Graph-based Image Analysis. SME Journal of Manufacturing Systems, Vol. 41, pp. 266-276, October 2016. doi: 10.1016/j.jmsy.2016.09.007.

  20. R. Salary, J. Lombardi, M.S. Tootooni, R. Donovan, P. Rao, M. Poliks, P. Borgesen. Computational Fluid Dynamics Modeling and Online Monitoring of Aerosol Jet Printing Process. ASME Transactions, Journal of Manufacturing Science and Engineering, 139(2), pp. 021015-021036, October 2016. doi:10.1115/1.4034591

  21. J. Liu, Omer F. Beyca, P. Rao, Z. Kong, and S. Bukkapatnam. Dirichlet Process Gaussian Mixture (DPGM) Models for Real-Time Monitoring and its Application to Chemical Mechanical Planarization. IEEE Transactions, Automation Science and Engineering, Vol. 14(1), pp. 208-221, 2017. doi: 10.1109/TASE.2016.2599436.

  22. K. Bastani, P. Rao, and Z. Kong. An Online Sparse Estimation-based Classification (OSEC) Approach for Real-time Monitoring in Advanced Manufacturing Process from Heterogeneous Sensor Data. IIE Transactions, Quality and Reliability Engineering, 48(7), pp. 579-598, 2016. doi: 10.1080/0740817X.2015.1122254 Best Paper Award, Invited talk at IISE Conference, 2018. Article highlighted in the June 2016 (Volume 48, Number 9) Issue of the Industrial and Systems Engineer (ISE) Magazine.

  23. P. Rao, Z. Kong, C. Duty, R. Smith, V. Kunc, and L. Love. Assessment of Dimensional Integrity and Spatial Defect Localization in Additive Manufacturing (AM) using Spectral Graph Theory. ASME Transactions, Journal of Manufacturing Science and Engineering, 138(5), pp. 051007, 2015. doi: 10.1115/1.4031574

  24. O. Beyca, P. Rao, Z. Kong, S. Bukkapatnam, and R. Komanduri, Heterogeneous Sensor Data Fusion Approach for Real-time Monitoring in Ultraprecision Machining (UPM) process using non-parametric Bayesian clustering and evidence theory. IEEE Transactions, Automation Science and Engineering, 13(2), pp.1033-1044, 2016. doi: 10.1109/TASE.2015.2447454

  25. P. Rao, J. Liu, D. Roberson, and Z. Kong, and C. Williams. Online Real-time Quality Monitoring in Additive Manufacturing Processes using Heterogeneous Sensors. ASME Transactions, Journal of Manufacturing Science and Engineering. 137(6), pp. 061007, 2015. doi: 10.1115/1.4029823.

  26. P. Rao, S. Bukkapatnam, O. Beyca, Z. Kong, K. Case, and R. Komanduri. A Graph-Theoretic Approach for Quantification Of Surface Morphology and Its Application To Chemical Mechanical Planarization (CMP) Process. IIE Transactions, Quality and Reliability Engineering, 47(10), pp. 1-24, 2015. doi: 10.1080/0740817X.2014.1001927                                    Best Paper Award (Honorable Mention), Invited talk at IISE Conference, 2017. Article highlighted in the September 2015, (Volume 47, Number 6) issue of the Industrial Engineer Magazine (now called Industrial and Systems Engineer)

  27. P. Rao, S. Bukkapatnam, O. Beyca, Z. Kong, and R. Komanduri. Real-time Identification of Incipient Surface Morphology Variations in Ultraprecision Machining Process. ASME Transactions, Journal of Manufacturing Science and Engineering, 136(2), pp. 021008, 2014. doi: 10.1115/1.4026210

  28. P. Rao, M. Bhushan, S. Bukkapatnam, Z. Kong, S. Byalal O. Beyca, A. Fields, and R. Komanduri, Process-Machine Interaction (PMI) Modeling and Monitoring of Chemical Mechanical Planarization (CMP) Process Using Wireless Vibration Sensors. IEEE Transactions, Semiconductor Manufacturing, 27(1), pp. 1-15, 2014. doi: 10.1109/TSM.2013.2293095

  29. S. Bukkapatnam, P. Rao, W-C. Lih, N. Chandrashekeran, and R. Komanduri, Process Characterization and Statistical Analysis of oxide CMP on a Silicon Wafer, Applied Physics (A), 88(4) pp. 785-792, 2007. doi:10.1007/s00339-007-4082-x

  30. S. Bukkapatnam, P.Rao, and R. Komanduri. Experimental Dynamics Characterization and Monitoring of MRR in Oxide Chemical Mechanical Planarization (CMP) Process. International Journal of Machine Tools and Manufacture, 2008, 48(12-13), pp.1375-1386. doi:10.1016/j.ijmachtools.2008.05.006.

  31. Wen-Chen Lih, S. Bukkapatnam, P. Rao, N. Chandrasekharan, R. Komanduri. Adaptive Neuro-Fuzzy Inference System Modeling of MRR and WIWNU in CMP Process with Sparse Experimental Data. IEEE Transactions, Automation Science and Engineering, 5(1), pp. 71 -83, 2008. doi: 10.1109/TASE.2007.911683

  32. S. Bukapatnam, R. Komanduri, H. Yang, P. Rao, W.C. Lih, M. Malshe, L.M. Raff, B. Benjamin, and M. Rockley. Classification of Atrial Fibrillation Episodes from Sparse Electro-Cardiogram Data. Journal of Electrocardiology, 41(4), pp. 292-299, 2008. doi:10.1016/j.jelectrocard.2008.01.004

  33. J.M, Govardhan, S. Bukkapatnam, Y. Bhamare, P. Rao, and V. Rajamani. Statistical analysis and design of RFID systems for monitoring vehicle ingress/egress in warehouse environments. International Journal of Radio Frequency Identification Technology and Applications, 2007, 1(2), pp. 123-146. doi: 10.1504/IJRFITA.2007.013140