Quick Links
UW's AIChE Student Chapter [link]
Affiliations
Argonne National Laboratory-Mathematics and Computer Science [link] Wisconsin Institutes for Discovery-Optimization Theme [link] TWCCC Control Consortium [link] Multifaceted Mathematics for Complex Energy Systems [link]
Software
PIPS-NLP: Scalable Nonlinear Optimization [ link] DSP: Scalable Mixed-Integer Programming [link] Plasmo.jl: Graph-Based Modeling Package [link]
Projects
Scalable Modeling and Optimization [link] Multi-Scale Control of Energy Systems [link] Food-Water-Energy Nexus [link]Machine Learning and Data Analysis [link]
Sponsors
U.S. Department of Energy U.S. National Science Foundation U.S. Department of Agriculture U.S. Environmental Protection Agency Argonne National Laboratory Johnson Controls | Recent Publications
Tovar-Facio, J., Cao, Y., Ponce-Ortega, J.M., and Zavala, V. M. Scalable Solution Strategies for Chance-Constrained Nonlinear Programs. Under Review, 2018. [pdf]
Shin, S., Hart, P., Jahns, T., and Zavala, V.M. A Hierarchical Optimization Architecture for Large-Scale Power Networks. Under Review, 2018. [pdf]
Cao, Y., Yu, H., Abbott, N.L., and Zavala, V.M. Machine Learning Algorithms for Liquid Crystals-Based Sensors. Under Review, 2018. [pdf]
Cao, Y., and Zavala, V.M. A Sigmoidal Approximation for Chance-constrained Nonlinear Programs. Under Review, 2017. [pdf]
Cao, Y., and Zavala, V.M. A Scalable Global Optimization Algorithm for Stochastic Nonlinear Programs. Under Review, 2017. [pdf]
Sampat, A., Martin, E., Martin, M., and Zavala, V.M. Technologies and Logistics for Phosphorus Recovery from Livestock Waste. Under Review, 2017. [pdf]
Cao, Y., D'Amato, F. and Zavala, V.M. Stochastic Optimization Formulations for Wind Turbine Power Maximization and Extreme Load Mitigation. Under Review, 2017. [pdf]
Hu, Y., Scarborough, M., Aguirre-Villegas, H., Larson, R.A., Noguera, D.R. and Zavala, V.M. A Supply Chain Framework for the Analysis of the Recovery of Biogas and Fatty Acids from Organic Waste. ACS Sustainable Chemistry and Engineering, In Press, 2018. [link]
Sampat, A., Ruiz-Mercado, G., and Zavala, V.M. Economic and Environmental Analysis for Advancing Sustainable Management of Livestock Waste: A Wisconsin Case Study. ACS Sustainable Chemistry and Engineering, In Press, 2018. [link]
Jalving, J. and Zavala, V.M. An Optimization-Based State Estimation Framework for Large-Scale Natural Gas Networks. Industrial and Engineering Chemistry Research, In Press, 2018. [link]
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