Books

• Mhaskar, P., Garg, A and Corbett, B. (2019). Modeling and Control of Batch Processes. Springer International Publishing. http://doi.org/10.1007/978-3-030-04140-3 (link)

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Journal Papers

• Garg, A., Abdulhussain, H., Mhaskar, P. and Thompson M. R. Handling Constraints and Raw Material Variability in Rotomolding through Data-Driven Model Predictive Control, Processes, 2019, 7(9), 610.(link) 

• Gomes F. P. C., Garg, A., Mhaskar, P. and Thompson M. R. Data-Driven Advanced in Manufacturing for Batch Polymer Processing Using Multivariate Nondestructive Monitoring, Ind. Eng. Chem. Res. 58 (23), 9940-9951.(link)

• Garg, A., Gomes, F. P. C., Mhaskar, P. and Thompson M. R. (2018). Model Predictive Control of Uni-Axial Rotational Molding Process, Comp. & Chem. Eng. 121, 306-316.(link)

• Garg, A. and Mhaskar, P. (2018). Utilizing Big Data for Batch Process Modeling and Control, Comp. & Chem. Eng. 119, 228-236.(link)

• Garg, A. and Tangirala, A. K. (2018). Metrics for Interaction Assessment using Causality Analysis, Ind. Eng. Chem. Res., 57(3), 967-979.(link)

• Garg, A. and Mhaskar, P. (2017). Subspace Identification Based Modeling and Control of Batch Particulate Processes, Ind. Eng. Chem. Res., 56(26) 7491-7502. Featured on Journal Cover.(link)

• Garg, A., Corbett, B., Mhaskar, P., Hu, G., & Flores-Cerrillo, J. (2017). Subspace-Based Model Identification of a Hydrogen Plant Startup Dynamics. Comp. & Chem. Eng., 106, 183-190.(link)

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Conference Papers

• Garg, A., Gomes, F. P. C., Mhaskar, P. and Thompson M. R. Data-Driven Control of Rotational Molding Process. In American Control Conference, 5117-5122 (2019).

• Gomes, F. P. C., Garg, A., Mhaskar, P. and Thompson M. R. 2018, May. ``Quality Monitoring of Rotational Molded Parts Using a Nondestructive Technique," ANTEC 2018 - Orlando, Florida, USA May 7-10, 2018. [On-line]. Society of Plastics Engineers, ISBN: 123-0-1234567-8-9, pp. 000-000. Available: www.4spe.org

• Garg, A. and Mhaskar, P. Subspace Identification and Predictive Control of Batch Particulate Processes. In American Control Conference, 505-510 (2017).(link)

• Garg, A., Corbett, B., Mhaskar, P., Hu, G., & Flores-Cerrillo, J. Development of a High Fidelity and Subspace Identification Model of a Hydrogen Plant Startup Dynamics. In American Control Conference, 2857-2862 (2017)(link)

• Garg, A. and Tangirala, A. K. (2014). Interaction Assessment in Multivariable Control Systems through Causality Analysis. IFAC Proceedings Volumes, 47(1), 585-592. Nominated for Best Paper Award.(link)

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Conference Presentations

• Garg, A., Gomes, F. P. C., Mhaskar, P. and Thompson M. R., ``Data-Driven Modeling and Control of a Rotational Molding Process," CSChE, Toronto, ON, 2018.

• Garg, A. and Mhaskar, P., ``Modeling Data Variety for Control of Batch Processes," CSChE, Toronto, ON, 2018.

• Garg, A. and Mhaskar, P., ``Modeling and Control of Batch Processes with Missing, Non-Uniformly Sampled and Delayed Measurements," CSChE, Toronto, ON, 2018.

• Garg, A. and Mhaskar, P., ``Accommodating Missing, Non-Uniformly Sampled and Delayed Measurements for Modeling and Control of Variable Duration Batch Processes in a Subspace Identification Framework," AIChE Annual Meeting, Paper , Pittsburgh, PA, 2018.

• Garg, A., Gomes, F. P. C., Mhaskar, P. and Thompson M. R., ``Model Predictive Control of a Rotational Molding Process," AIChE Annual Meeting, Paper , Pittsburgh, PA, 2018.

•Garg, A. and Mhaskar, P., ``Using Data Variety for Modeling and Control of Batch Processes," AIChE Annual Meeting, Paper , Pittsburgh, PA, 2018.

• Garg, A. and Mhaskar, P., "Handling Delayed and Irregular Measurements in Batch Subspace Model Identification Framework," AIChE Annual Meeting, Paper , Minneapolis, MN, 2017.
• Garg, A., Mhaskar, P., Kumar A., Hu, G., & Flores-Cerrillo, J., "Optimal Startup of Hydrogen Plant Using Data-Driven Model," AIChE Annual Meeting, Paper , Minneapolis, MN, 2017.
• Garg, A. and Mhaskar, P., "Subspace Identification for Modeling Irregular Measurements in Batch Processes," CSChE, Edmonton, AB, 2017.
• Garg, A., Mhaskar, P., Kumar A., Hu, G., & Flores-Cerrillo, J., "Optimization of Hydrogen Plant Startup Operating Procedure," CSChE, Edmonton, AB, 2017.
• Garg, A. and Tangirala, A. K., "From Data to Directionality: Reconstruction of Causal Networks for Dynamic Multivariable Processes," CSChE, Edmonton, AB, 2017. Delivered as a Keynote.
• Garg, A. and Mhaskar, P., "Data-Driven Model Predictive Control of a Seeded Batch Crystallization Process," AIChE Annual Meeting, Paper 582g, San Francisco, CA, 2016.
• Garg, A., Corbett, B., Mhaskar, P., Hu, G., & Flores-Cerrillo, J., "Development of a High Fidelity and Reduced Order Data-Driven Model of Hydrogen Plant," AIChE Annual Meeting, Paper 359f, San Francisco, CA, 2016.
• Garg, A. and Mhaskar, P., "Data-driven Predictive Control of a Seeded Batch Crystallizer ," CSChE, Quebec City, QC, 2016.
• Garg, A., Corbett, B., Mhaskar, P., Hu, G., & Flores-Cerrillo, J., "High Fidelity and Reduced Order Data-driven Modeling of Hydrogen Plant," CSChE, Quebec City, QC, 2016.
• Garg, A., Corbett, B., Mhaskar, P., Hu, G., & Flores-Cerrillo, J., "Identification of a Reduced Order Data-Driven Model of a Hydrogen Production Plant," AIChE Annual Meeting, Paper 662e, Salt Lake City, UT, 2015.

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Invited Talks

• Garg, A., "Data-Driven Approaches for Modeling and Control of Batch and Batch-like Processes", Annual MACC Meeting and Workshop, Hamilton, ON, 2017.

• Garg, A., "Data-Driven Modeling and Control of Batch and Batch-like Processes", Annual MACC Meeting and Workshop, Hamilton, ON, 2016.