화학 공학 응용 사례
화학 공정에 대한 모델 예측 제어기 설계 및 시뮬레이션
모델 예측 제어(MPC)는 화학 플랜트가 지정된 조건을 유지하도록 하면서 그 운영을 최적화하기 위해, 화학 공학 응용 분야에서 오랫동안 사용되어 왔습니다. 다변수 시스템의 제약 조건을 직접 처리할 수 있다는 점 때문에, MPC는 전통적인 제어 방법으로는 다루기 어려운 복잡한 화학 공정을 처리하는 데 특히 적합합니다. MPC를 사용하면 다양한 생산 시스템을 제어하여 안전성, 생산성, 에너지 효율성 및 비용 효용성을 보장할 수 있습니다.
도움말 항목
선형 MPC를 사용하여 CSTR 플랜트 제어하기
- CSTR Model
Description of a continuously stirred-tank reactor (CSTR) involving an exothermic reaction. - 명령줄에서 MPC 제어기 설계하기
MATLAB® 명령줄에서 모델 예측 제어기를 설계하고 시뮬레이션합니다. - Design Controller Using MPC Designer
Design a model predictive controller for a continuous stirred-tank reactor (CSTR) using MPC Designer.
적응형 MPC, 이득 스케줄링이 적용된 MPC 및 비선형 MPC를 사용하여 CSTR 플랜트 제어하기
- Adaptive MPC Control of Nonlinear Chemical Reactor Using Successive Linearization
Update the internal model of an adaptive MPC controller by linearizing the nonlinear plant at each control interval. - Adaptive MPC Control of Nonlinear Chemical Reactor Using Online Model Estimation
Update the internal model of an adaptive MPC controller by estimating a plant model at each control interval. - Adaptive MPC Control of Nonlinear Chemical Reactor Using Linear Parameter-Varying System
Update the internal model of an adaptive MPC controller using an LPV model of the plant dynamics. - Gain-Scheduled MPC Control of Nonlinear Chemical Reactor
Control a nonlinear chemical reactor using a gain-scheduled model predictive controller as the reactor transitions from one operating condition to another. - Nonlinear Model Predictive Control of Exothermic Chemical Reactor
Control a nonlinear plant as it transitions between operating points.
화학 공학 응용 사례를 위한 선형 MPC
- Design MPC Controller for Paper Machine Process
Design a model predictive controller for a nonlinear paper machine process using MPC Designer. - Thermo-Mechanical Pulping Process with Multiple Control Objectives
Design a model predictive controller for a MIMO system with multiple control objectives. - Surge Tank Control Using Discrete Control Set MPC
Use discrete set MPC to control the level of a surge tank. - Design and Cosimulate Control of High-Fidelity Distillation Tower with Aspen Plus Dynamics
Design a model predictive controller in MATLAB and use cosimulation validate whether the controller is robust enough to control a nonlinear plant. - Use Custom Constraints in Blending Process
Design a model predictive controller using custom mixed input/output constraints.
화학 공학 응용 사례를 위한 비선형 MPC 제어
- Economic MPC Control of Ethylene Oxide Production
Maximize production of an ethylene oxide plant for profit using a nonlinear cost function and nonlinear constraints. - Nonlinear and Gain-Scheduled MPC Control of an Ethylene Oxidation Plant
You can generate one or more linear MPC controllers from a nonlinear MPC controller and use these controllers for gain-scheduled control applications. - Optimization and Control of Fed-Batch Reactor Using Nonlinear MPC
Simulate nonlinear MPC controller as adaptive and time-varying MPC controller, and compare performance.
관련 응용 사례
- Control House Heating Using Nonlinear MPC with Neural State-Space Prediction Model
Design a Multistage MPC controller using a neural state space prediction model.
추천 예제
Use Custom Constraints in Blending Process
Design a model predictive controller using custom mixed input/output constraints.
Thermo-Mechanical Pulping Process with Multiple Control Objectives
Design a model predictive controller for a MIMO system with multiple control objectives.
Economic MPC Control of Ethylene Oxide Production
Maximize production of an ethylene oxide plant for profit using a nonlinear cost function and nonlinear constraints.
Nonlinear and Gain-Scheduled MPC Control of an Ethylene Oxidation Plant
You can generate one or more linear MPC controllers from a nonlinear MPC controller and use these controllers for gain-scheduled control applications.
