Name
Title | ||
|---|---|---|
Hybrid Controller with the Combination of FLC and Neural Network-Based IMC for Nonlinear Processes. |
Abstract | ||
|---|---|---|
This work presents a hybrid controller based on the combination of fuzzy logic control (FLC) mechanism and internal model-based control (IMC). Neural network-based inverse and forward models are developed for IMC. After designing the FLC and IMC independently, they are combined in parallel to produce a single control signal. Mean averaging mechanism is used to combine the prediction of both controllers. Finally, performance of the proposed hybrid controller is studied for a nonlinear numerical plant model (NNPM). Simulation result shows the proposed hybrid controller outperforms both FLC and IMC. |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1007/978-3-319-26555-1_24 | Lecture Notes in Computer Science |
Keywords | Field | DocType |
Fuzzy logic controller,Hybrid controller,Internal model-based controller,Neural network,Forward model,Inverse model | Inverse,Fuzzy logic control,Control theory,Nonlinear system,Control theory,Computer science,Fuzzy logic controller,Artificial neural network,Open-loop controller,Internal model | Conference |
Volume | ISSN | Citations |
9491 | 0302-9743 | 0 |
PageRank | References | Authors |
0.34 | 10 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Mohammad Anwar Hosen | 1 | 8 | 3.84 |
| Syed Moshfeq Salaken | 2 | 15 | 4.55 |
| Abbas Khosravi | 3 | 501 | 60.11 |
| Saeid Nahavandi | 4 | 1545 | 219.71 |
| Douglas C. Creighton | 5 | 262 | 36.22 |