pyomo.dae: a modeling and automatic discretization framework for optimization with differential and algebraic equations

• Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part II: Compartmentalization and learning-based recalibration

  2025 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

  7

  citations
• Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation

  2025 Computers & Chemical Engineering article Engineering Control Systems and Identification Open access

  5

  citations
• Dynamic optimization on quantum hardware: Feasibility for a process industry use case

  2024 Computers & Chemical Engineering article Computer Science Quantum Computing Algorithms and Architecture Open access

  4

  citations
• Dyn2heat – Milp Heat Exchanger Network Design for Batch Processes Via Dynamic Optimization

  2024 SSRN Electronic Journal preprint Engineering Process Optimization and Integration Open access

  1

  citations
• Demand response for flat nonlinear MIMO processes using dynamic ramping constraints

  2023 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access

  8

  citations
• DynHeat: Heat Exchanger Network Design for Batch Processes via Dynamic Optimization

  2023 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Engineering Process Optimization and Integration

  0

  citations
• Dynamic ramping for demand response of processes and energy systems based on exact linearization

  2022 Journal of Process Control article Engineering Process Optimization and Integration Open access

  8

  citations
• Nonlinear Hybrid Model Predictive Control for building energy systems

  2022 Energy and Buildings article Engineering Building Energy and Comfort Optimization

  23

  citations
• Simultaneous mixed‐integer dynamic scheduling of processes and their energy systems

  2022 AIChE Journal article Engineering Process Optimization and Integration Open access

  12

  citations
• Identification of MIMO Wiener-type Koopman models for data-driven model reduction using deep learning

  2022 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent

  29

  citations
• COMANDO: A Next-Generation Open-Source Framework for Energy Systems Optimization

  2021 Computers & Chemical Engineering article Engineering Integrated Energy Systems Optimization Open access

  72

  citations
• Process systems engineering – The generation next?

  2021 Computers & Chemical Engineering article Engineering Process Optimization and Integration

  263

  citations

12 results