Everything about Pyomo

🧭 Start here: a 6-step reading path

1. Read the overview: PyomoA 5-minute orientation
2. Skim a recent paper: Thermal and fluid flow analysis of bifluid PVT collector using Pyomo-based modeling and experimentationInfluential work since 2022
3. Pick up a classic book: Pyomo - Optimization Modeling in PythonThe most-reprinted book on the subject
4. Read the landmark paper: Pyomo: modeling and solving mathematical programs in PythonCited 1,127 times
5. Go sideways: SolverStudioA closely related topic
6. Go sideways: David L. WoodruffA closely related topic

🏆 Landmark papers (most cited)

• Pyomo: modeling and solving mathematical programs in Python

  William E. Hart, Jean-Paul Watson, David L. Woodruff · 2011 · Mathematical Programming Computation · 1,127 citations

• Dynamic performance analysis of a photovoltaic thermal (PVT) collector with an extruded absorber using python optimization modeling object (Pyomo)

  Ali Seid Ali, Tijani Bounahmidi · 2024 · Applied Thermal Engineering · 25 citations

• Optimization berth allocation in container terminals: A Pyomo and Google Colab approach

  Siti Nur 'Ain Nazri, Kasypi Mokhtar, Anuar Abu Bakar · 2024 · Ocean & Coastal Management · 11 citations

• Simulation–Optimization Framework for the Digital Design of Pharmaceutical Processes Using Pyomo and PharmaPy

  Daniel J. Laky, Daniel Casas-Orozco, Carl D. Laird · 2022 · Industrial & Engineering Chemistry Research · 8 citations

• ROmodel: modeling robust optimization problems in Pyomo

  Johannes Wiebe, Ruth Misener · 2021 · Optimization and Engineering · 7 citations

• SUSPECT: MINLP special structure detector for Pyomo

  Francesco Ceccon, John D. Siirola, Ruth Misener · 2019 · Optimization Letters · 6 citations

• Framework in PYOMO for the assessment and implementation of (as)NMPC controllers

  Federico Lozano Santamaría, Jorge M. Gómez · 2016 · Computers & Chemical Engineering · 6 citations

• Determination of optimal operating conditions for AC-powered electrocoagulation process coupling green additive Tartaric Acid to remove Ni2+: Pyomo and RSM approach

  Amirreza Arabameri, Mohammad Reza Alavi Moghaddam, Amir Reza Azadmehr · 2023 · Journal of Environmental Management · 5 citations

🆕 Influential since 2022

• Thermal and fluid flow analysis of bifluid PVT collector using Pyomo-based modeling and experimentation

  Ismail Baklouti, Muhammad Abdul Mujeebu · 2026 · International Journal of Heat and Fluid Flow · 4 citations

• Pyomo-based modeling and experimental validation of a bifluid Photovoltaic-Thermal (PVT) collector

  Ismail Baklouti, Muhammad Abdul Mujeebu · 2026 · Applied Thermal Engineering · 3 citations

• Dynamic Optimization of Electricity Tariffs in Senegal: A Pyomo-Based Model for a Resilient Renewable Energy Mix Toward 2050

  Dimitry Diassy, Fatma Sow, Mouhamadou Sam · 2026 · International Journal of Energy and Power Engineering · 2 citations

• Dynamic Optimization for Petrophysical Property Estimation in Unsteady-State Coreflooding Using Pyomo

  Ramanzani Kalule, Hamid A. Abderrahmane, Shehzad Ahmed · 2024 · SPE Journal · 1 citations

• Pyomo: Accidentally outrunning the bear

  Miranda Mundt, William E. Hart, Emma S. Johnson · 2025 · Patterns · 0 citations

📚 Books worth reading

• Pyomo - Optimization Modeling in PythonWilliam E. Hart, Carl Laird · 2012
• Pyomo ― Optimization Modeling in PythonWilliam E. Hart, Carl D. Laird · 2017
• Pyomo — Optimization Modeling in PythonWilliam E. Hart, Carl D. Laird · 2021
• Pyomo – Optimization Modeling in PythonWilliam E. Hart · 2012
• 📕Pyomo — Optimization Modeling in Python (Springer Optimization and Its Applications Book 67)William E. Hart, Carl D. Laird · 2017
• 📕Energy System Modeling and OptimizationAlireza Ghadertootoonchi, Armaghan  Solaimanian  · 2024

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

• SolverStudio SolverStudio is a free Excel plug-in developed at the University of Auckland that supports optimization and simulation modelling in a spreadsheet using…
• David L. Woodruff David L. Woodruff is an American industrial engineer, academic, and author and Distinguished Professor Emeritus at the University of California, Davis…
• List of optimization software Given a transformation between input and output values, described by a mathematical function, optimization deals with generating and selecting the best…
• AMPL AMPL (A Mathematical Programming Language) is an algebraic modeling language to describe and solve high-complexity problems for large-scale mathematical…
• Algebraic modeling language Algebraic modeling languages (AML) are high-level computer programming languages for describing and solving high complexity problems for large scale mathematica…
• Open energy system models Open energy-system models are energy-system models that are open source. These models can also be known as open energy models or open-source energy-system…
• NEOS Server The NEOS Server is an Internet-based client-server application that provides free access to a library of optimization solvers. Its library of solvers includes…
• MOSEK MOSEK is a software package for the solution of linear, mixed-integer linear, quadratic, mixed-integer quadratic, quadratically constrained, conic and…