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Projects
Recent Publications
Performance evaluation of a machine learning-based methodology using dynamical features to detect nonwear intervals in actigraphy data in a free-living setting
Das, J. N., Ji, L., Shen, Y., Kumara, S., Buxton, O. M. & Chow, S.-M., 2025, (Accepted/In press) In: Sleep health.Research output: Contribution to journal › Article › peer-review
Grand challenges in industrial and systems engineering
Karwowski, W., Salvendy, G., Albert, L., Kim, W. C., Denton, B., Dessouky, M., Dolgui, A., Duffy, V., Kumara, S., Li, J., Madni, A. M., McGinnis, L., Rouse, W., Shamma, J., Shen, M., Simchi-Levi, D., Swann, J. & Tiwari, M. K., 2025, (Accepted/In press) In: International Journal of Production Research.Research output: Contribution to journal › Article › peer-review
Hierarchical energy signatures using machine learning for operational visibility and diagnostics in automotive manufacturing
Verma, A., Oh, S. C., Arinez, J. & Kumara, S., Jul 2024, In: Manufacturing Letters. 40, p. 81-84 4 p.Research output: Contribution to journal › Article › peer-review
Machine learning-assisted collection of reduced sensor data for improved analytics pipeline
Verma, A., Goyal, A. & Kumara, S., 2024, In: Procedia CIRP. 121, p. 150-155 6 p.Research output: Contribution to journal › Conference article › peer-review
Selective learning for sensing using shift-invariant spectrally stable undersampled networks
Verma, A., Goyal, A., Sarma, S. & Kumara, S., Dec 2024, In: Scientific reports. 14, 1, 32041.Research output: Contribution to journal › Article › peer-review
A MIL-based approach for welding defect classification
Zhou, C., Basu, S. & Tirupatikumara, S. R., Oct 2024, In: Manufacturing Letters. 41, p. 1366-1375 10 p.Research output: Contribution to journal › Article › peer-review
Preference based scheduling in a healthcare provider network
Agrawal, D., Pang, G. & Kumara, S., Jun 16 2023, In: European Journal of Operational Research. 307, 3, p. 1318-1335 18 p.Research output: Contribution to journal › Article › peer-review
Site suitability analysis for implementing solar PV power plants using GIS and fuzzy MCDM based approach
Almasad, A., Pavlak, G., Alquthami, T. & Kumara, S., Jan 1 2023, In: Solar Energy. 249, p. 642-650 9 p.Research output: Contribution to journal › Article › peer-review
A Graphical Representation of Sensor Mapping for Machine Tool Fault Monitoring and Prognostics for Smart Manufacturing
Hanchate, A., Dave, P. S., Verma, A., Tiwari, A., Mishra, C. S., Kumara, S. R. T., Srivastava, A., Yang, H., Narayanan, V., Sampson, J. M., Kandemir, M. T., Lee, K. H., Pugh, T. M., Jorden, A., Natarajan, G., Sagapuram, D. & Bukkapatnam, S. T. S., Jun 5 2023, In: Smart and Sustainable Manufacturing Systems. 7, 1, p. 82-110 29 p.Research output: Contribution to journal › Article › peer-review
Explainable AI (XAI)-driven vibration sensing scheme for surface quality monitoring in a smart surface grinding process
Hanchate, A., Bukkapatnam, S. T. S., Lee, K. H., Srivastava, A. & Kumara, S., Aug 4 2023, In: Journal of Manufacturing Processes. 99, p. 184-194 11 p.Research output: Contribution to journal › Article › peer-review
Reprint of: Explainable AI (XAI)-driven vibration sensing scheme for surface quality monitoring in a smart surface grinding process
Hanchate, A., Bukkapatnam, S. T. S., Lee, K. H., Srivastava, A. & Kumara, S., Aug 25 2023, In: Journal of Manufacturing Processes. 100, p. 64-74 11 p.Research output: Contribution to journal › Article › peer-review
Cold sintering-enabled interface engineering of composites for solid-state batteries
Nie, B., Liu, T., Alcoutlabi, M., Basu, S., Kumara, S., Li, M., Lian, J. & Sun, H., 2023, In: Frontiers in Energy Research. 11, 1149103.Research output: Contribution to journal › Short survey › peer-review
Regulating the size and assembled structure of graphene building blocks for high-performance silicon nanocomposite anodes
Nie, B., Sanchez, D., Alcoutlabi, M., Liu, T., Basu, S., Kumara, S., Wang, G. & Sun, H., Jul 14 2023, In: Energy Advances. 2, 9, p. 1381-1389 9 p.Research output: Contribution to journal › Article › peer-review
Ensuring Quality in Metal Additive Manufacturing Through a V-Model Framework
Roh, B. M., Simpson, T. W., Yang, H., Kumara, S. R. T., Witherell, P. & Jones, A. T., 2023, In: IEEE Access. 11, p. 123807-123819 13 p.Research output: Contribution to journal › Article › peer-review
Process Monitoring: Distinguishing Defect Shapes by Strain Field Signatures
Basu, S., McComb, C. C., Rifat, M., Sun, H. & Kumara, S., Sep 2022, In: Manufacturing Letters. 33, p. 808-816 9 p.Research output: Contribution to journal › Article › peer-review