Abstract:
The documented study in this paper is the comparison between Model Predictive Control (MPC) and fine-tuned conventional proportional Integral (PI) controllers. The algori...Show MoreMetadata
Abstract:
The documented study in this paper is the comparison between Model Predictive Control (MPC) and fine-tuned conventional proportional Integral (PI) controllers. The algorithms used for fine tuning of PI controllers are Particle Swarm Optimization, Genetic Algorithm, Z-N (Ziegler Nichols), and Grey Wolf Optimization. The MATLAB/Simulink environment is used for comparison of results. The MPC based steam condenser presented excellent and superior dynamic performance in response to different step changes. Also, the detailed tabular comparison of various control metrics showed the better performance of MPC. The overall simulation results demonstrated that MPC can be an efficient alternative to PI controller for the steam condenser.
Date of Conference: 22-23 November 2017
Date Added to IEEE Xplore: 08 January 2018
ISBN Information:
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Steam Condensation ,
- Simulation Results ,
- Superior Performance ,
- Optimization Algorithm ,
- Step Change ,
- Particle Swarm Optimization ,
- Model Predictive Control ,
- Canis Lupus ,
- PI Controller ,
- Control Metrics ,
- Controller Tuning ,
- Grey Wolf Optimizer ,
- Dynamics Simulations ,
- Heat Transfer ,
- State Space ,
- Changes In Pressure ,
- Pressure Control ,
- Mass Balance ,
- Balance Equation ,
- Quadratic Programming ,
- Steam Heat ,
- Tube Type
- Author Keywords
Contents Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Steam Condensation ,
- Simulation Results ,
- Superior Performance ,
- Optimization Algorithm ,
- Step Change ,
- Particle Swarm Optimization ,
- Model Predictive Control ,
- Canis Lupus ,
- PI Controller ,
- Control Metrics ,
- Controller Tuning ,
- Grey Wolf Optimizer ,
- Dynamics Simulations ,
- Heat Transfer ,
- State Space ,
- Changes In Pressure ,
- Pressure Control ,
- Mass Balance ,
- Balance Equation ,
- Quadratic Programming ,
- Steam Heat ,
- Tube Type
- Author Keywords
