Soundar Kumara

Affiliate Researcher
Titles and Affiliations
Allen E. Pearce and Allen M. Pearce Professor, Marcus Department of Industrial and Manufacturing Engineering

In the News

Research Keywords

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Projects

Recent Publications

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 journalArticlepeer-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 journalConference articlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-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 journalShort surveypeer-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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-review

Online Improvement of Condition-Based Maintenance Policy via Monte Carlo Tree Search

Hoffman, M., Song, E., Brundage, M. P. & Kumara, S., Jul 1 2022, In: IEEE Transactions on Automation Science and Engineering. 19, 3, p. 2540-2551 12 p.

Research output: Contribution to journalArticlepeer-review

Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning

Hoffman, M., Song, E., Brundage, M. & Kumara, S., Aug 1 2022, In: Journal of Computing and Information Science in Engineering. 22, 4, 041005.

Research output: Contribution to journalArticlepeer-review

Stochastic parallel machine scheduling using reinforcement learning

Julaiti, J., Oh, S. C., Das, D. & Kumara, S., Oct 2022, In: Journal of Advanced Manufacturing and Processing. 4, 4, e10119.

Research output: Contribution to journalArticlepeer-review

HOW “SMART” ARE THE NOVEL BIOTECHNOLOGY PLATFORMS BASED VACCINES?

Kumar, V., Srinivasan, V. & Kumara, S., Jul 2022, In: Chimica Oggi. 40, 4, p. 57-59 3 p.

Research output: Contribution to journalArticlepeer-review