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Journal Publications
- Saini, R. S. T., Avraamidou, S., & Ganesh, H. S. (2023). Novel Iteration-Free Cooperative Distributed MPC through Multiparametric Programming. (under review)
- Ramesh, U. K., Avraamidou, S., & Ganesh, H. S. (2023). Energy and Temperature Management in Buildings through Multi-Objective Model Predictive Control on a Chip. (under review)
- Gupta, S., Saini, R. S. T. , & Ganesh, H. S. (2023). Hierarchical MPC for a Dynamic Process System employing Parametric Global Optimization Strategy. Digital Chemical Engineering, 100120.
- Aghayev, Z., Szafran, A. T., Tran, A., Ganesh, H. S., Stossi, F., Zhao, L., Mancini, M. A., Pistikopoulos, E. N., & Beykal, B. (2023) Machine Learning Methods for Endocrine Disrupting Potential Identification Based on Single-Cell Data. Chemical Engineering Science, 119086.
- Saini, R. S. T. , Patel, S., & Ganesh, H. S. (2023). Energy-Focused Predictive Control for Particulate Matter Concentration and Thermal Comfort Indoors in Delhi. Journal of Building Engineering, 73, 106745.
- Saini, R. S. T., Pappas, I., Avraamidou, S., & Ganesh, H. S. (2023). Non-Cooperative Distributed Model Predictive Control: A Multi-Parametric Programming Approach. Industrial & Engineering Chemistry Research, 62(2), 1044-1056.
- Kenefake, D., Pappas, I., Avraamidou, S., Beykal, B., Ganesh, H. S., Cao, Y., Wang, Y., Otashu, J., Leyland, S., Flores-Cerrillo, J., & Pistikopoulos, E. N. (2022). A Smart Manufacturing Strategy for Multi-Parametric Model Predictive Control in Air Separation Systems. AIChE Journal of Advanced Manufacturing and Processing, 4(4), e10120.
- Orr, A. A., Wang, M., Beykal, B., Ganesh, H. S., Hearon, S. E., Pistikopoulos, E. N., Phillips, T. D., & Tamamis, P. (2021). Combining experimental isotherms, minimalistic simulations, and a model to understand and predict chemical adsorption onto montmorillonite clays. ACS omega, 6(22), 14090-14103.
- Pappas, I., Kenefake, D., Burnak, B., Avraamidou, S., Ganesh, H. S., Katz, J., Diangelakis, N. A., & Pistikopoulos, E. N. (2021). Multiparametric Programming in Process Systems Engineering: Recent Developments and Path Forward. Frontiers in Chemical Engineering, 2, 620168.
- Ganesh, H. S., Seo, K., Fritz, H. E., Edgar, T. F., Novoselac, A., & Baldea, M. (2021). Indoor air quality and energy management in buildings using combined moving horizon estimation and model predictive control. Journal of Building Engineering, 33, 101552.
- Ganesh, H. S., Dean, D., Vernuccio, S., Edgar, T. F., Baldea, M., Broadbelt, L. J., Stadtherr, M. A., & Allen, D. T. (2020). Product Value Modeling for a Natural Gas Liquid to Liquid Transportation Fuel Process. Industrial & Engineering Chemistry Research, 59(7), 3109-3119.
- Ganesh, H. S., Fritz, H. E., Edgar, T. F., Novoselac, A., & Baldea, M. (2019). A model-based dynamic optimization strategy for control of indoor air pollutants. Energy and Buildings, 195, 168-179.
- Ganesh, H. S., Ezekoye, O. A., Edgar, T. F., & Baldea, M. (2019). Heat integration and operational optimization of an austenitization furnace using concentric‐tube radiant recuperators. AIChE Journal, 65(7).
- Ganesh, H. S., Edgar, T. F., & Baldea, M. (2019). Modeling, optimization and control of an austenitization furnace for achieving target product toughness and minimizing energy use. Journal of Process Control, 74, 177-188.
- Korambath, P., Ganesh, H. S., Wang, J., Baldea, M., & Davis, J. (2018). Use of on-demand cloud services to model the optimization of an austenitization furnace. ASTM Smart and Sustainable Manufacturing Systems, 2(1), 165-179.
- Heng, V. R., Ganesh, H. S., Dulaney, A. R., Kurzawski, A., Baldea, M., Ezekoye, O. A., & Edgar, T. F. (2017). Energy-oriented modeling and optimization of a heat treating furnace. Journal of Dynamic Systems, Measurement, and Control, 139(6), 061014.
- Ganesh, H. S., Edgar, T., & Baldea, M. (2016). Model predictive control of the exit part temperature for an austenitization furnace. Processes, 4(4), 53.
- Ganesh, H. S., & Punnathanam, S. N. (2014). Effect of adsorbate loading on selectivity during adsorption of C14/C15 and C15/C16 n-alkane binary mixtures in silicalite. Adsorption, 20(5-6), 729-736.
Conference Presentations
- Ramesh, U. K., Avraamidou, S., & Ganesh, H. S. (2024) Multiparametric Multi-Objective MPC of a Wastewater Treatment Process. Chem-E-Sorption, IIT Jodpur.
- Ramesh, U. K. & Ganesh, H. S. (2023) Advanced Control Strategies for Indoor Air Pollution Management in Delhi. SCHEMCOM 2023, Kongu Engineering College.
- Gupta, S., Saini, R. S. T., & Ganesh, H. S. (2023) Bilevel MPC employing Multiparametric Programming for a Dynamic Process System. ChEmference 2023, BITS Pilani, Goa Campus.
- Ramesh, U. K. & Ganesh, H. S. (2023) Explicit Scenario-Based Stochastic MPC through Multiparametric Programming. ChEmference 2023, BITS Pilani, Goa Campus.
- Ramesh, U. K,. Avraamidou, S., & Ganesh, H. S. (2023) Multi-Objective Model Predictive Control for Energy Management and Thermal Comfort in Buildings. ChEmference 2023, BITS Pilani, Goa Campus.
- Sigh, R. K. & Ganesh, H. S. (2023) Effect of Subsystem Interactions on Explicit Model Predictive Control Solution. ChEmference 2023, BITS Pilani, Goa Campus.
- Saini, R. S. T. , Avraamidou, S., & Ganesh, H. S. (2023) Noniterative Distributed Model Predictive Control through Multiparametric Programming. 2023 AIChE Annual Meeting.
- Saini, R. S. T. & Ganesh, H. S. (2022) Distributed Control System Design using Multi-Parametric Programming. PSE Asia 2022, IIT Madras.
- Gupta, S. & Ganesh, H. S. (2022) Model Predictive Control of an Arduino Device under System-Model Mismatch. PSE Asia 2022, IIT Madras.
- Saini, R. S. T. & Ganesh, H. S. (2022) Model Predictive Control to Maintain Thermal Comfort and Indoor Air Quality in Residential Apartments in Delhi. PSE Asia 2022, IIT Madras.
- Saini, R. S. T. & Ganesh, H. S. (2022) Nonlinear Model Predictive Control for Temperature and Pollution Control in Buildings. Chemtsf-2022, IIT Roorkee.
- Aghayev, Z., Szafran, A. T., Tran, A., Ganesh, H. S., Stossi, F., Zhao, L., Mancini, M. A., Pistikopoulos, E. N., & Beykal, B. (2022) Nonlinear modeling of the estrogen receptor activity of environmental chemicals using classification algorithms and single-cell level data. 2022 AIChE Annual Meeting.
- Kenefake, D., Pappas, I., Avraamidou, S., Beykal, B., Ganesh, H. S., Cao, Y., Wang, Y., Leyland, S., Flores-Cerrillo, J., & Pistikopoulos, E. N. (2021). Smart Manufacturing and Optimal Operation of an Industrial Air Separation Unit Via Surrogate Modeling and Multiparametric Programming. 2021 AIChE Annual Meeting.
- Orr, A. A., Wang, M., Beykal, B., Ganesh, H. S., Hearon, S. E., Pistikopoulos, E. N., Phillips, T. D., & Tamamis, P. (2021). Predicting Chemical Adsorption Onto Montmorillonite Clays through a Combination of Experimental Isotherms, Minimalistic Simulations and Data-Driven Models. 2021 AIChE Annual Meeting.
- Kenefake, D., Pappas, I., Avraamidou, S., Beykal, B., Ganesh, H. S., Cao, Y., Wang, Y., Leyland, S., Flores-Cerrillo, J., & Pistikopoulos, E. N. (2021) Optimal control of an industrial air separation plant through smart manufacturing and surrogate modeling. Process Systems Engineering Advanced Process Modeling Forum.
- Ganesh, H. S., Beykal, B., Szafran, A. T., Stossi, F., Wright, F. A., Zhou, L., Mancini, M. A., & Pistikopoulos, E. N. (2020) Modeling the impact of environmental toxicants on the estrogen receptor using combined image-analysis, big-data analytics, and machine-learning. 2020 AIChE Annual Meeting.
- Ganesh, H. S., Avraamidou, S., Pappas, I., & Pistikopoulos, E. N. (2020) Interacting dynamic system control by multi-parametric model predictive control. 2020 AIChE Annual Meeting.
- Kenefake, D., Ganesh, H. S., Avraamidou, S., Cao, Y., Wang, Y., Leyland, S., Flores-Cerrillo, J., & Pistikopoulos, E. N. (2020) Smart manufacturing for the monitoring and control of an industrial air separation unit. 2020 AIChE Annual Meeting.
- Orr, A. A., Wang, M., Beykal, B., Ganesh, H. S., Philips, T. D., Pistikopoulos, E. N., & Tamamis, P. (2020) Supervised learning predicting sorbent efficacy for toxic compounds using physico-mathematical modeling. 2020 AIChE Annual Meeting.
- Ganesh, H. S., Fritz, H. E., Edgar, T. F., Novoselac, A., & Baldea, M. (2019). Predictive strategies for control of indoor air quality. 2019 Texas-Wisconsin-California Control Consortium.
- Ganesh, H. S., Fritz, H. E., Edgar, T. F., Novoselac, A., & Baldea, M. (2018). Predictive strategies for control of indoor air quality. 2018 AIChE Annual Meeting.
- Ganesh, H. S., Edgar, T. F., & Baldea, M. (2017). Implications of heat integration in energy savings during heat treating of steel. 2017 AIChE Annual Meeting.
- Ganesh, H. S., Edgar, T. F., & Baldea, M. (2017). Multi-scale modeling and model predictive control of an austenitization furnace. 2017 Texas-Wisconsin-California Control Consortium.
- Ganesh, H. S., Edgar, T., & Baldea, M. (2016). Model predictive control and materials property estimation of an industrial heat treating furnace. 2016 AIChE Annual Meeting.
- Ganesh, H. S., Edgar, T. F., & Baldea, M. (2016). Modeling and model predictive control of an austenitization furnace. 2016 Texas-Wisconsin-California Control Consortium.
- Ganesh, H. S., & Punnathanam, S. N. (2013). Understanding selectivity during adsorption of n-alkane binary mixtures in silicalite under conditions of high loading. Thermodynamics 2013, University of Manchester, UK.
- Ganesh, H. S., & Punnathanam, S. N. (2012). CB-GCMC simulations of liquid phase adsorption of n-alkanes on zeolite pores. ChemFerence 2012, IIT Bombay-ICT Mumbai.
Invited Talks
- Ganesh, H. S., Process Modeling, Control, and Optimization: Methods and Applications, SASTRA University, February 18, 2024.
- Ganesh, H. S., Mathematical Modeling and Optimization of Industrial and Building Systems, Ahmedabad University, November 22, 2023.
- Ganesh, H. S., Multi-Objective Model Predictive Control through Multiparametric Programming, Symposium on Emerging Technologies and Future Trends in Chemical Engineering (75th anniversary celebration of the ChemE department), IISc Bangalore, June 24-25, 2023.
- Ganesh, H. S., Energy-Focused Modeling and Control for Smart Manufacturing, PSE Asia 2022, IIT Madras, December 10, 2022.
- Ganesh, H. S., Energy-Focused Modeling and Control of an Industrial Process. Department of Biotechnology (Government of India) Center of Innovative and Applied Bioprocessing (CIAB) Mohali, April 7, 2022.
- Ganesh, H. S., Modeling and Control Strategies for Energy and Environmental Systems. Indian Institute of Chemical Engineers, Trivandrum Regional Center (IIChE-TVRC), October 30, 2021.
Book Chapters and Conference Publications
- Ganesh, H. S., Avraamidou, S., Pappas, I., & Pistikopoulos, E. N. (2022) Explicit Model Predictive Control for a Highly Interacting System. In 2022 IFAC Advances in Control and Optimization of Dynamical Systems (ACDOS). IFAC.
- Ganesh, H. S., Beykal, B., Szafran, A. T., Stossi, F., Zhou, L., Mancini, M. A., & Pistikopoulos, E. N. (2021). Predicting the Estrogen Receptor Activity of Environmental Chemicals by Single-Cell Image Analysis and Data-driven Modeling. In Computer Aided Chemical Engineering (Vol. 50, pp. 481-486). Elsevier. (this work was presented in 31st European Symposium on Computer Aided Process Engineering (ESCAPE31))
- Ganesh, H. S., Ezekoye, O. A., Edgar, T. F., & Baldea, M. (2018, May). Improving energy efficiency of an austenitization furnace by heat integration and real-time optimization. In 2018 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR) (pp. 1-6). IEEE.
- Ganesh, H. S., Taleff, E. M., Edgar, T. F., & Baldea, M. (2017, May). Simultaneous optimization of material properties and energy efficiency of a steel quench hardening process. In 2017 American Control Conference (ACC) (pp. 2219-2224). IEEE.