Research on application of the Hybrid fuzzy- pid controller in single-bucket excavator to optimize control responsiveness

- Authors: Quan Hong Luu
Affiliations:
Trường Đại học Công nghệ Đồng Nai
- *Corresponding:This email address is being protected from spambots. You need JavaScript enabled to view it.
- Keywords: Electric bucket excavator, Ekg-8i, Hybrid fuzzy control system, Hybrid fuzzy-pid controller
- Received: 6th-Oct-2022
- Revised: 28th-Nov-2022
- Accepted: 3rd-Dec-2022
- Online: 31st-Dec-2022
Abstract:
The electric excavator is one of the equipment that plays very important role in Vietnam’s mining industry. The article mentions some research results on the EKG-8I electric excavator in order to increase its efficiency. The study shown that a new control system with excitation circuit using power electronics has been tested. The design of a Hybrid Fuzzy-PID controller for current and speed control loops has been studied and simulated by MATLAB. The simulation results show that the control quality of the drive system has been significantly improved in the Hybrid Fuzzy-PID controller compared to the conventional PID controller.

1. Kholid, Aviseno, Rifky Ahmad Fauzi, Yul Yunazwin Nazaruddin, and Endra Joelianto (2019), “Power optimization of electric motor using PID-fuzzy logic controller.” In 2019 6th International Conference on Electric Vehicular Technology (ICEVT), pp. 189-195. IEEE, 2019.
2. Thao, Nguyen Gia Minh, Mai Tuan Dat, Tran Cong Binh, Nguyen Huu Phuc (2010), “PID-fuzzy logic hybrid controller for grid-connected photovoltaic inverters.” In International Forum on Strategic Technology 2010, pp. 140-144. IEEE, 2010.
3. Malafeev, S. I., A. A. Novgorodov (2016), “Design and implementation of electric drives and control systems for mining excavators.” Russian Electrical Engineering 87, no. 10 (2016): 560-565.
4. Le Hanh, Duc, Kyoung Kwan Ahn, Nguyen Bao Kha, and Woo Keun Jo. (2009), “Trajectory control of electro-hydraulic excavator using fuzzy self tuning algorithm with neural network.” Journal of Mechanical Science and Technology 23, no. 1 (2009): 149-160.
5. Zhang, Jun, Shengjie Jiao, Guimao Si, Xuepeng Cao, Min Ye, Jinping Li, Xinxin Xu, Daopei Zhang (2014), “Engine Speed Control of Excavator With PID Method.” TELKOMNIKA Indonesian Journal of Electrical Engineering 12, no. 5 (2014): 3423-3430.
6. Sheikhha, F. H., A. Afzalaghaeinaeini, and J. Seo (2021), “Collaborative Tracking Control Strategy for Autonomous Excavation of a Hydraulic Excavator. 2021, 3, x.” (2021).
Other articles