A time scale-bridging approach for integrating production scheduling and process control

• Dynamic Scheduling: A Comparison of High-Fidelity Models with Local Optimization versus Surrogate Models with Global Optimization

  2025 Industrial & Engineering Chemistry Research article Engineering Process Optimization and Integration Open access

  1

  citations
• Sample-efficient reinforcement learning of Koopman eNMPC

  2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

  1

  citations
• An integrated scheduling and control scheme with two economic layers for demand side management of chemical processes

  2025 AIChE Journal article Engineering Advanced Control Systems Optimization Open access

  10

  citations
• End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control

  2024 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

  10

  citations
• Globally optimal scheduling of an electrochemical process via data-driven dynamic modeling and wavelet-based adaptive grid refinement

  2023 Optimization and Engineering article Engineering Advanced Control Systems Optimization Open access

  4

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

  2022 AIChE Journal article Engineering Process Optimization and Integration Open access

  12

  citations
• Nonlinear scheduling with time‐variable electricity prices using sensitivity‐based truncations of wavelet transforms

  2020 AIChE Journal article Engineering Process Optimization and Integration Open access

  8

  citations
• The integration of scheduling and control: Top-down vs. bottom-up

  2020 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access

  77

  citations
• Mixed-Integer Dynamic Scheduling Optimization for Demand Side Management

  2020 Computer-aided chemical engineering/Computer aided chemical engineering book-chapter Engineering Smart Grid Energy Management

  6

  citations

11 results