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Optimized parameters to tune I-PD control through firefly algorithmfor heating operations of plastic injection molding |
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| รหัสดีโอไอ | |
| Creator | 1. Akekachai Pannawan 2. Supattarachai Sudsawat |
| Title | Optimized parameters to tune I-PD control through firefly algorithmfor heating operations of plastic injection molding |
| Publisher | Research and Development Office, Prince of Songkla University |
| Publication Year | 2564 |
| Journal Title | Songklanakarin Journal of Science and Technology (SJST) |
| Journal Vol. | 43 |
| Journal No. | 4 |
| Page no. | 1123-1130 |
| Keyword | firefly algorithm optimization, integral plus proportional and derivative (I-PD) controller, proportional integral and derivative (PID), Ziegler-Nichols Tuning (ZN) |
| URL Website | https://rdo.psu.ac.th/sjstweb/index.php |
| ISSN | 0125-3395 |
| Abstract | This research presents firefly algorithm optimization tuned integral plus proportional and derivative (I-PD) controller tocontrol the temperature response model according to Tao Liu and Ke Yao and Furong Gao model. In order to achieve effectiveand efficient control, proportional integral and derivative (PID) controller is used to compare with I-PD controller through usingZiegler-Nichols Tuning (ZN), particle swam optimization (PSO), and fuzzy logic controller compared with firefly algorithmoptimization for tuning. All controller designs are modeled in SIMULINK and empirical tests. From the results, it is practicallyobserved that firefly algorithm tuned PID and I-PD controller outperforms other controllers named ZN, PSO controllers, and alsofuzzy logic controller. In addition, firefly algorithm optimization method provides a good performance as overshoot reductionand settling. In conclusion, firefly algorithm is a suitable tuning method for temperature controller and can save settling time andreduce overshoots of input power. |
