Publications

Book and Book Chapters

  1. A. Alleyne, V. Chandan, N. Jain, B. Li, R. Otten, "Modeling and Control of Air Conditioning and Refrigeration Systems." The Control Handbook, 2nd Edition, William Levine (ed.), CRC Press Inc., Salem, MA, 2010.

Theses

  1. K. Akash, "Reimagining Human-Machine Interactions through Trust-Based Feedback." Ph.D. Dissertation, Purdue University, 2020.
  2. K. Gohil, "Reduced-Order Modeling and Design Optimization of Metal-PMC Composit Heat Exchangers." M.S. Thesis, Purdue University, 2020.
  3. A. Nash, "Hierarchical Combined Plant and Control Design for Thermal Management Systems." Ph.D. Dissertation, Purdue University, 2020.
  4. A. Guerrero de la Peña, "Development of a Framework for Projecting Line-Haul Truck Technology Adoption and Greenhouse Gas Emissions in the U.S. using a System-of-Systems Methodology." Ph.D. Dissertation, Purdue University, 2020.
  5. A. Tam, "Optimal Design and Control of Residential Airconditioning Equipment With Integrated Thermal Storage." M.S. Thesis, Purdue University, 2018.
  6. Y. Menghmalani, "Dynamic Modeling and Validation of Power Generators." M.S. Thesis, Purdue University, 2017.

Journal Publications

  1. A.L. Nash and N. Jain, "Hierarchical Control Co-design Using a Model Fidelity-Based Decomposition Framework" ASME Journal of Mechanical Design, vol. 143, no. 1, January 2021. DOI:10.1115/1.4047691
  2. T.J. Bird and N. Jain, "Dynamic Modeling and Validation of a Micro-combined Heat and Power System with Integrated Thermal Energy Storage" Applied Energy, vol. 271, August 2020. DOI:10.1016/j.apenergy.2020.114955
  3. K. Akash, G. McMahon, T. Reid, and N. Jain, "Human Trust-based Feedback Control: Dynamically varying automation transparency to optimize human-machine interactions." IEEE Control Systems Magazine, vol. 40, no. 6, pp. 98-116, December 2020, DOI: 10.1109/MCS.2020.3019151
  4. A. Guerrero de la Peña, N. Davendralingam, A. K. Raz, D. DeLaurentis, G. Shaver, V. Sujan, and N. Jain, "Projecting Adoption of Truck Powertrain Technologies and CO2 Emissions in Line-Haul Networks." Transportation Research Part D: Transport and Environment, Vol. 84, July 2020. DOI:10.1016/j.trd.2020.102354
  5. F. Browne, B. Rees, G.T.-C. Chiu, N. Jain, "Iterative Learning Control with Time Delay Compensation: An Application to Twin Roll Strip Casting.” IEEE Transactions on Control Systems Technology, (In Press). DOI: 10.1109/TCST.2020.2971452
  6. A. Nash and N. Jain, "Combined Plant and Control Co-design for Robust Disturbance Rejection in Thermal-Fluid Systems." IEEE Transactions on Control Systems Technology, August 2019. DOI: 10.1109/TCST.2019.2931493
  7. A. Tam, D. Ziviani, J. E. Braun, and N. Jain, "Development and Evaluation of a Generalized Rule-Based Control Strategy for Residential Ice Storage Systems." Energy and Buildings, May 2019. DOI: 10.1016/j.enbuild.2019.05.040
  8. A. Nash, B. Fu, T. Bird, N. Jain, and T. Fisher, "Control-Oriented Modeling of Integrated Flash Boiling for Rapid Transient Heat Dissipation" AIAA Journal of Thermophysics and Heat Transfer, April 2019. DOI: 10.2514/1.T5604
  9. F. Browne, G. Chiu, N. Jain, "A Nonlinear Dynamic Switched-Mode Model of Twin-Roll Steel Strip Casting." Journal of Dynamic Systems, Measurement, and Control, vol. 141, no. 8, August 2019. DOI: 10.1115/1.40429522019
  10. A. Guerrero de la Peña, N. Davendralingam, A. Raz, G. Shaver, D. DeLaurentis, V. Sujan, and N. Jain, "Projecting Line-Haul Truck Technology Adoption: How Heterogeneity Among Fleets Impacts System-Wide Adoption." Transportation Research Part E: Logistics and Transportation Review, vol. 124, pp. 108-127, April 2019. DOI:10.1016/j.tre.2018.12.017
  11. W. Hu, K. Akash, T. Reid, and N. Jain, "Computational Modeling of the Dynamics of Human Trust During Human-Machine Interactions" IEEE Transactions on Human-Machine Systems, 2018. DOI: 10.1109/THMS.2018.2874188
  12. K. Akash, W. Hu, N. Jain, and T. Reid, "A Classification Model for Sensing Human Trust in Machines Using EEG and GSR." ACM Transactions on Interactive Intelligent Systems, vol. 8, no. 4, article 27, November 2018. DOI: 10.1145/3132743
  13. A. Nash, A. Badithela, and N. Jain, "Dynamic Modeling of a Sensible Thermal Energy Storage Tank with an Immersed Coil Heat Exchanger under Three Operation Modes." Applied Energy, vol. 195, pp. 877-889, 2017.
  14. N. Jain and A. Alleyne, "Exergy-Based Optimal Control of a Vapor Compression System." Energy Conversion and Management, vol. 92, pp. 353-365, 2015.
  15. A. Alleyne and N. Jain, "Transient Thermal Systems: Dynamics and Control" ASME Dynamic Systems and Control Magazine, vol. 2, no. 1, pp. 6-14, 2014.
  16. N. Jain, J. P. Koeln, S. Sundaram and A. Alleyne, "Partially-Decentralized Control of Large-Scale Variable-Refrigerant-Flow Systems in Buildings." Journal of Process Control, vol. 24, no. 6, pp. 798-819, 2014.
  17. N. Jain and A. Alleyne, "A Framework for the Optimization of Integrated Energy Systems." Applied Thermal Engineering, vol. 48, pp. 495-505, 2012.
  18. B. Li, N. Jain, W. Mohs, S. Munns, V. Patnaik, J. Berge, and A. Alleyne, "Dynamic Modeling of Refrigerated Transport Systems with Cooling/Heating Mode Switch Operations." HVAC&R Research, vol. 18, no. 5, pp. 974-996, 2012.
  19. N. Jain, B. Li, M. Keir, B. Hencey, and A. Alleyne, "Decentralized Feedback Structures of a Vapor Compression Cycle System." IEEE Transactions on Control Systems Technology, vol. 18, no. 1, pp. 185-193, 2010.

Conference Publications

  1. G. McMahon, K. Akash, T. Reid, and, N. Jain, "On Modeling Human Trust in Automation: Identifying distinct dynamics through clustering of Markovian models," in 3rd IFAC Conference on Cyber-Physical & Human-Systems, Beijing, China, December 3-5, 2020.
  2. K. Akash, N. Jain, and T. Misu, "Toward Adaptive Trust Calibration for Level 2 Driving Automation." Proceedings of the 22nd ACM International Conference on Multimodal Interaction (ICMI 2020), Utrecht, Netherlands, October 25-29, 2020.
  3. K. Gohil, M. Deckard, P. Shamberger, and N. Jain "A Reduced-order Model for Analyzing Heat Transfer in a Thermal Energy Storage Module." Proceedings of the 19th IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITherm), Orlando, FL, July 21-23, 2020.
  4. A. Guerrero de la Peña, N. Davendralingam, A. Raz, G. Shaver, D. DeLaurentis, Vivek A. Sujan, and N. Jain "Modeling the Combined Effect of Powertrain Options and Autonomous Technology on Vehicle Adoption and Utilization by Line-haul Fleets." Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, Auckland, New Zealand, October 27-30, 2019.
  5. T. Bird, C. Weaver, and N. Jain, "Switched Linear Model of a Stratified Hot Water Tank for Control of micro-CHP Systems." Proceedings of the 2019 ASME Dynamic Systems and Control Conference, Park City, UT, October 8-11, 2019.
  6. A. Nash, and N. Jain, "Dynamic Design Optimization for Thermal Management: A Case Study on Shell-and-Tube Heat Exchangers." Proceedings of the 2019 ASME Dynamic Systems and Control Conference, Park City, UT, October 8-11, 2019.
  7. F. Browne, G. Chiu, and N. Jain, "A Coupled Adaptive Measurement Delay Estimation And Iterative Learning Control Algorithm." Proceedings of the 2019 ASME Dynamic Systems and Control Conference, Park City, UT, October 8-11, 2019.
  8. A. Nash, T. Fisher, and N. Jain, "Combined Plant and Control Design for a Flash Boiling Cooling System." Proceedings of the 2019 American Control Conference, Philadelphia, PA, July 10-12, 2019.
  9. A. Tam, D. Ziviani, J. E. Braun, and N. Jain, "Development and Evaluation of a Generalized Rule-Based Heuristic Control Strategy for Ice Storage Systems in Residential Buildings." Proceedings of the 10th International Conference on System Simulation in Buildings, Liege, Belgium, December 10-12, 2018.
  10. K. Akash, K. Polson, T. Reid, and N. Jain, "Improving Human-Machine Collaboration Through Transparency-based Feedback — Part I: Human Trust and Workload Model." Proceedings of the 2nd IFAC Conference on Cyber-Physical & Human-Systems, Miami, FL, December 14-15, 2018.
  11. K. Akash, T. Reid, and N. Jain, "Improving Human-Machine Collaboration Through Transparency-based Feedback — Part II: Control Design and Synthesis." Proceedings of the 2nd IFAC Conference on Cyber-Physical & Human-Systems, Miami, FL, December 14-15, 2018.
  12. A. Nash and N. Jain, "Second Law Modeling and Robust Control for Thermal-Fluid Systems." Proceedings of the 2018 ASME Dynamic Systems and Control Conference, Atlanta, GA, September 30 - October 3, 2018.
  13. F. Browne, B. Rees, G. Chiu, and N. Jain, "ILC With Time-Varying Delay Estimation: A Case Study on Twin Roll Strip Casting." Proceedings of the 2018 ASME Dynamic Systems and Control Conference, Atlanta, GA, September 30 - October 3, 2018.
  14. A. Guerrero de la Peña, N. Davendralingam, A. Raz, G. Shaver, D. DeLaurentis, and N. Jain, "Modeling Freight Transportation as a System-of-Systems to Determine Adoption of Emerging Vehicle Technologies." Proceedings of the 2018 International Conference on Transportation & Development, Pittsburgh, PA, July 15-18, 2018.
  15. F. Browne, G. Chiu, and N. Jain, "Iterative Learning Control For Periodic Disturbances in Twin-Roll Strip Casting With Measurement Delay." Proceedings of the 2018 American Control Conference, Milwaukee, WI, June 27-29, 2018.
  16. K. Akash, T. Reid, and N. Jain, "Adaptive Probabilistic Classification of Dynamic Processes: A Case Study on Human Trust in Automation." Proceedings of the 2018 American Control Conference, Milwaukee, WI, June 27-29, 2018.
  17. K. Akash, W. Hu, T. Reid, and N. Jain, "Dynamic Modeling of Trust in Human-Machine Interactions." Proceedings of the 2017 American Control Conference, Seattle, WA, May 24-26, 2017.
  18. W. Hu, K. Akash, N. Jain, and T. Reid, "Real-Time Sensing of Trust in Human-Machine Interactions." Proceedings of the 1st IFAC Conference on Cyber-Physical & Human-Systems, Florianopolis, Brazil, December 7-9, 2016.
  19. F. Browne, G. Chiu, and N. Jain, "Dynamic Modeling of Twin-roll Steel Strip Casting." Proceedings of the 2016 ASME Dynamic Systems and Control Conference, Minneapolis, MN, October 12-14, 2016.
  20. A. Nash and N. Jain, "Dynamic Modeling and Performance Analysis of Sensible Thermal Energy Storage Systems." Proceedings of the 4th International High Performance Buildings Conference at Purdue University, West Lafayette, IN, July 11-14, 2016.
  21. N. Jain and B. Hencey, "Increasing Fuel Thermal Management System Capability via Objective Function Design." Proceedings of the 2016 American Control Conference, Boston, MA, July 6-8, 2016.
  22. N. Jain, D. J. Burns, S. Di Cairano, C. R. Laughman, and S. A. Bortoff, "Model Predictive Control of Vapor Compression Systems." Proceedings of the 15th International Refrigeration and Air Conditioning Conference at Purdue University, West Lafayette, IN, July 14-17, 2014.
  23. N. Jain and A. Alleyne, "Transient Exergy Destruction Analysis for a Vapor Compression System." Proceedings of the 15th International Refrigeration and Air Conditioning Conference at Purdue University, West Lafayette, IN, July 14-17, 2014.
  24. N. Jain, S. Sundaram, and A. Alleyne, "Stability Analysis for Decentralized Control of Multi-Evaporator Vapor-Compression Cycle Systems." Proceedings of the 2012 IEEE Conference on Decision and Control, Maui, Hawaii, December 10-13, 2012.
  25. B. Li, N. Jain, and A. Alleyne, "LMI Control Design for Nonlinear Vapor-Compression Cycle Systems." Proceedings of the 2012 ASME Dynamic Systems and Control Conference, Fort Lauderdale, FL, October 17-19, 2012.
  26. J. P. Koeln, M. D. Kania, N. Jain, and A. Alleyne, "Experimental Load Emulation for Multi-Evaporator Air Conditioning and Refrigeration Systems." Presented at the 14th International Refrigeration and Air Conditioning Conference at Purdue University, West Lafayette, IN, July 16-19, 2012.
  27. N. Jain and A. Alleyne, "Thermodynamics-Based Optimization and Control of Vapor-Compression Cycle Operation: Control Synthesis." Proceedings of the 2011 ASME Dynamic Systems and Control Conference, Arlington, VA, October 31-November 2, 2011.
  28. N. Jain and A. Alleyne, "Thermodynamics-Based Optimization and Control of Vapor-Compression Cycle Operation: Optimization Criteria." Proceedings of the 2011 American Control Conference, San Francisco, CA, June 29-July 1, 2011. (Best Presentation in Session Award)
  29. N. Jain, R. Otten, and A. Alleyne, "Decoupled Feedforward Control for an Air-Conditioning and Refrigeration System." Proceedings of the 2010 American Control Conference, Baltimore, MD, June 30-July 2, 2010.
  30. N. Jain and A. Alleyne, "Comparison of SISO and MIMO Control Techniques for a Diagonally Dominant Vapor Compression System." Proceedings of the 2009 American Control Conference, St. Louis, MO, June 10-12, 2009.
  31. B. Hencey, N. Jain, B. Li, and A. Alleyne, "Decentralized Feedback Structures of a Vapor Compression Cycle System." Proceedings of the 2008 ASME Dynamic Systems and Control Conference, Ann Arbor, MI, October 20-22, 2008. (Best Presentation in Session Award)

Invited Talks

  1. K. Akash, W. Hu, T. Reid, and N. Jain, "A Classification Model for Sensing Human Trust in Machines Using EEG and GSR." ACM Intelligent User Interfaces (IUI) Conference 2019, Los Angeles, CA, March 16-20, 2019.
  2. K. Akash, T. Reid, and N. Jain, "Reimagining Human-Machine Interactions Through Trust-Based Feedback." Student Lightning Talks, 2019 Southwest Robotics Symposium, Arizona State University, Tempe, AZ, January 24-25, 2019.
  3. A. Guerrero de la Peña and N. Jain, "Modeling Adoption of Emerging Freight Transportation Vehicle Technologies." 104th Annual Purdue Road School, West Lafayette, IN, March 7, 2018.
  4. A. Nash and N. Jain, "Optimal Plant and Control Co-Design of Thermal Management Systems Subject to Transport Delays." NATO Science and Technology Organization Workshop: AVT-270/TWS-028 Validation of Thermal Models for Military Power Systems, Utrecht, Netherlands, October 10, 2017.

Patents

  1. F. Browne, B. Rees, G. Chiu, and N. Jain, "Iterative Learning Control for Periodic Disturbances in Twin-Roll Strip Casting with Measurement Delay." US Patent 0091761, March 28, 2019.
  2. D. J. Burns, N. Jain, C. Laughman, S. Di Cairano, and S. A. Bortoff, "System and Method for Controlling of Vapor Compression System." US Patent 9625196, April 18, 2017.