LAMPS - Publication


Publications



  1. M. Khanzadhaglian, P. Rao, M. Tschopp, Linkan Bian*, Characterizing the Geometric Accuracy of Additively Manufactured Components Using Self-Organizing Maps, ASME Transactions, Journal of Manufacturing Science and Engineering (Accepted, Pending Revision), 2017.
  2. Aboutaleb, M. Tschopp, P. Rao, Linkan Bian*, Accelerated Multiobjective 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. (Fulltext PDF)
  3. 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 (Accepted), Vol. 139(10), pp. 101010 – 101023, 2017. doi:10.1115/1.4036660 (Fulltext PDF)
  4. 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
  5. 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.
  6. R. Salary@, J. Lombardi, M.S. Tootooni#, R. Donovan#^, P. Rao*, M. Poliks, P. Borgesen, Modeling and Monitoring of Aerosol Jet Printing (AJP) Process. ASME Transactions, Journal of Manufacturing Science and Engineering, 139(2), pp. 021015-021036, October 2016,  doi:10.1115/1.4034591
  7. 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 (Accepted, In-Press), July 2016. doi: 10.1109/TASE.2016.2598094
  8. 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 (CMP). IEEE Transactions, Automation Science and Engineering, Vol. 14(1), pp. 208-221. doi: 10.1109/TASE.2016.2599436
  9. 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.2015.112225. Article highlighted in the June 2016 (Volume 48, Number 9) Issue of the Industrial and Systems Engineer (ISE) Magazine.
  10. 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
  11. 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
  12. 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
  13. 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).
  14. 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
  15. 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
  16. 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
  17. 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: doi:10.1016/j.ijmachtools.2008.05.006.
  18. 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
  19. 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
  20. 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