Author: "Siirola, John D." - Searchworks@Jio Institute Digital Library Search Results

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161 results on '"Siirola, John D."'

1. Beyond Price-Taker: Multiscale Optimization of Wind and Battery Integrated Energy Systems

Author: Chen, Xinhe, Gao, Xian, Guittet, Darice, Tumbalam-Gooty, Radhakrishna, Knueven, Bernard, Siirola, John D., Miller, David C., and Dowling, Alexander W.
Subjects: Mathematics - Optimization and Control
Abstract: Decarbonizing global energy systems requires extensive integration of renewable energy into the electric grid. However, the intermittency and variable nature of wind and other non-dispatchable renewable resources make integration a great challenge. Hybridizing renewables with energy storage to form integrated energy systems (IESs) helps mitigate these concerns by improving reliability and resiliency. This paper systematically studies the limitations of the prevailing price-taker assumption for techno-economic analysis (TEA) and optimization of hybrid energy systems. As an illustrative case study, we retrofit an existing wind farm in the RTS-GMLC test system (which loosely mimics the Southwest U.S.) with battery energy storage to form an IES. We show that the standard price-taker model overestimates the electricity revenue and the net present value (NPV) of the IES up to 178% and 50%, respectively, compared to our more rigorous multiscale optimization. These differences arise because introducing storage creates a more flexible resource that impacts the larger wholesale electricity market. Moreover, this work highlights the impact of the IES has on the market via various strategic bidding, and underscores the importance of moving beyond price-taker for optimal storage sizing and TEA of IESs. We conclude by discussing opportunities to generalize the proposed framework to other IESs, and highlight emerging research questions regarding the complex interactions between IESs and markets.
Published: 2024

2. A parallel hub-and-spoke system for large-scale scenario-based optimization under uncertainty

Author: Knueven, Bernard, Mildebrath, David, Muir, Christopher, Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2023
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3. A mixed integer linear programming approach for the design of chemical process families

Author: Stinchfield, Georgia, Morgan, Joshua C., Naik, Sakshi, Biegler, Lorenz T., Eslick, John C., Jacobson, Clas, Miller, David C., Siirola, John D., Zamarripa, Miguel, Zhang, Chen, Zhang, Qi, and Laird, Carl D.
Published: 2024
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4. The IDAES process modeling framework and model library—Flexibility for process simulation and optimization

Author: Lee, Andrew, Ghouse, Jaffer H, Eslick, John C, Laird, Carl D, Siirola, John D, Zamarripa, Miguel A, Gunter, Dan, Shinn, John H, Dowling, Alexander W, Bhattacharyya, Debangsu, Biegler, Lorenz T, Burgard, Anthony P, and Miller, David C
Subjects: Information and Computing Sciences, Manufacturing Engineering, Engineering, Affordable and Clean Energy
Abstract: Energy systems and manufacturing processes of the 21st century are becoming increasingly dynamic and interconnected, which require new capabilities to effectively model and optimize their design and operations. Such next generation computational tools must leverage state-of-the-art techniques in optimization and be able to rapidly incorporate new advances. To address these requirements, we have developed the Institute for the Design of Advanced Energy Systems (IDAES) Integrated Platform, which builds on the strengths of both process simulators (model libraries) and algebraic modeling languages (advanced solvers). This paper specifically presents the IDAES Core Modeling Framework (IDAES-CMF), along with a case study demonstrating the application of the framework to solve process optimization problems. Capabilities provided by this framework include a flexible, modifiable, open-source platform for optimization of process flowsheets utilizing state-of-the-art solvers and solution techniques, fully open and extensible libraries of dynamic unit operations models and thermophysical property models, and integrated support for superstructure-based conceptual design and optimization under uncertainty.
Published: 2021

5. Model predictive control simulations with block-hierarchical differential–algebraic process models

Author: Parker, Robert B., Nicholson, Bethany L., Siirola, John D., and Biegler, Lorenz T.
Published: 2023
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6. Beyond price taker: Conceptual design and optimization of integrated energy systems using machine learning market surrogates

Author: Jalving, Jordan, Ghouse, Jaffer, Cortes, Nicole, Gao, Xian, Knueven, Bernard, Agi, Damian, Martin, Shawn, Chen, Xinhe, Guittet, Darice, Tumbalam-Gooty, Radhakrishna, Bianchi, Ludovico, Beattie, Keith, Gunter, Daniel, Siirola, John D., Miller, David C., and Dowling, Alexander W.
Published: 2023
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7. Applications of the Dulmage–Mendelsohn decomposition for debugging nonlinear optimization problems

Author: Parker, Robert B., Nicholson, Bethany L., Siirola, John D., and Biegler, Lorenz T.
Published: 2023
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8. Optimization of Process Families for Deployment of Carbon Capture Processes using Machine Learning Surrogates

Author: Stinchfield, Georgia, primary, Ammari, Bashar L., additional, Morgan, Joshua C., additional, Siirola, John D., additional, Zamarripa, Miguel, additional, and Laird, Carl D., additional
Published: 2023
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9. Mathematical Programs with Equilibrium Constraints

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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10. Nonlinear Programming with Pyomo

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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11. A Brief Python Tutorial

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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12. Generalized Disjunctive Programming

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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13. Differential Algebraic Equations

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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14. Abstract Models and Their Solution

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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15. Performance: Model Construction and Solver Interfaces

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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16. Structured Modeling with Blocks

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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17. Interacting with Solvers

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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18. Scripting Custom Workflows

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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19. Pyomo Models and Components: An Introduction

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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20. Mathematical Modeling and Optimization

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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21. Pyomo Overview

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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22. Introduction

Author: Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, Woodruff, David L., Pardalos, Panos M., Series Editor, Thai, My T., Series Editor, Du, Ding-Zhu, Honorary Editor, Belavkin, Roman V., Advisory Editor, Birge, John R., Advisory Editor, Butenko, Sergiy, Advisory Editor, Kumar, Vipin, Advisory Editor, Nagurney, Anna, Advisory Editor, Pei, Jun, Advisory Editor, Prokopyev, Oleg, Advisory Editor, Rebennack, Steffen, Advisory Editor, Resende, Mauricio, Advisory Editor, Terlaky, Tamás, Advisory Editor, Vu, Van, Advisory Editor, Vrahatis, Michael N., Associate Editor, Xue, Guoliang, Advisory Editor, Ye, Yinyu, Advisory Editor, Bynum, Michael L., Hackebeil, Gabriel A., Hart, William E., Laird, Carl D., Nicholson, Bethany L., Siirola, John D., Watson, Jean-Paul, and Woodruff, David L.
Published: 2021
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23. Multiscale simulation of integrated energy system and electricity market interactions

Author: Gao, Xian, Knueven, Bernard, Siirola, John D., Miller, David C., and Dowling, Alexander W.
Published: 2022
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24. On representative day selection for capacity expansion planning of power systems under extreme operating conditions

Author: Li, Can, Conejo, Antonio J., Siirola, John D., and Grossmann, Ignacio E.
Published: 2022
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25. Pyomo.GDP: an ecosystem for logic based modeling and optimization development

Author: Chen, Qi, Johnson, Emma S., Bernal, David E., Valentin, Romeo, Kale, Sunjeev, Bates, Johnny, Siirola, John D., and Grossmann, Ignacio E.
Published: 2022
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26. Pyosyn: A new framework for conceptual design modeling and optimization

Author: Chen, Qi, Liu, Yunshan, Seastream, Grant, Siirola, John D., and Grossmann, Ignacio E.
Published: 2021
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27. An Implicit Function Formulation for Nonlinear Programming with Index-1 Differential Algebraic Equation Systems

Author: Parker, Robert B., primary, Nicholson, Bethany L., additional, Siirola, John D., additional, Laird, Carl D., additional, and Biegler, Lorenz T., additional
Published: 2022
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28. Power Systems Infrastructure Planning with High Renewables Penetration

Author: Li, Can, primary, Conejo, Antonio J., additional, Liu, Peng, additional, Omell, Benjamin P., additional, Siirola, John D., additional, and Grossmann, Ignacio E., additional
Published: 2022
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29. Optimization-based Design of Product Families with Common Components

Author: Zhang, Chen, primary, Jacobson, Clas, additional, Zhang, Qi, additional, Biegler, Lorenz T., additional, Eslick, John C., additional, Zamarripa, Miguel A., additional, Miller, David, additional, Stinchfeld, Georgia, additional, Siirola, John D., additional, and Laird, Carl D., additional
Published: 2022
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30. Advances in Generalized Disjunctive and Mixed- Integer Nonlinear Programming Algorithms and Software for Superstructure Optimization

Author: Bernal, David E., primary, Liu, Yunshan, additional, Bynum, Michael L., additional, Laird, Carl D., additional, Siirola, John D., additional, and Grossmann, Ignacio E., additional
Published: 2022
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31. Generalized Disjunctive Programming

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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32. Bilevel Programming

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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33. Structured Modeling with Blocks

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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34. Nonlinear Programming with Pyomo

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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35. Scripting

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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36. Mathematical Programs with Equilibrium Constraints

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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37. Differential Algebraic Equations

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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38. Stochastic Programming Extensions

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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39. Data Command Files

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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40. The Pyomo Command

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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41. Pyomo Models and Components: An Introduction

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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42. Pyomo Overview

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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43. Introduction

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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44. Mathematical Modeling and Optimization

Author: Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., Siirola, John D., Pardalos, Panos M., Managing editor, Du, Ding-Zhu, Editor, Hart, William E., Laird, Carl D., Watson, Jean-Paul, Woodruff, David L., Hackebeil, Gabriel A., Nicholson, Bethany L., and Siirola, John D.
Published: 2017
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45. Electric power infrastructure planning under uncertainty: stochastic dual dynamic integer programming (SDDiP) and parallelization scheme

Author: Lara, Cristiana L., Siirola, John D., and Grossmann, Ignacio E.
Published: 2020
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46. SUSPECT: MINLP special structure detector for Pyomo

Author: Ceccon, Francesco, Siirola, John D., and Misener, Ruth
Published: 2020
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47. Pyomo Overview

Author: Bynum, Michael L., primary, Hackebeil, Gabriel A., additional, Hart, William E., additional, Laird, Carl D., additional, Nicholson, Bethany L., additional, Siirola, John D., additional, Watson, Jean-Paul, additional, and Woodruff, David L., additional
Published: 2021
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48. Mathematical Modeling and Optimization

Author: Bynum, Michael L., primary, Hackebeil, Gabriel A., additional, Hart, William E., additional, Laird, Carl D., additional, Nicholson, Bethany L., additional, Siirola, John D., additional, Watson, Jean-Paul, additional, and Woodruff, David L., additional
Published: 2021
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49. Nonlinear Programming with Pyomo

Author: Bynum, Michael L., primary, Hackebeil, Gabriel A., additional, Hart, William E., additional, Laird, Carl D., additional, Nicholson, Bethany L., additional, Siirola, John D., additional, Watson, Jean-Paul, additional, and Woodruff, David L., additional
Published: 2021
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50. Structured Modeling with Blocks

Author: Bynum, Michael L., primary, Hackebeil, Gabriel A., additional, Hart, William E., additional, Laird, Carl D., additional, Nicholson, Bethany L., additional, Siirola, John D., additional, Watson, Jean-Paul, additional, and Woodruff, David L., additional
Published: 2021
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