Modified Smith fuzzy PID temperature control in an oil-replenishing device for deep-sea hydraulic system. (1st February 2018)
- Record Type:
- Journal Article
- Title:
- Modified Smith fuzzy PID temperature control in an oil-replenishing device for deep-sea hydraulic system. (1st February 2018)
- Main Title:
- Modified Smith fuzzy PID temperature control in an oil-replenishing device for deep-sea hydraulic system
- Authors:
- Huang, Haocai
Zhang, Shuqing
Yang, Zhao
Tian, Yongqiang
Zhao, Xiang
Yuan, Zhuoli
Hao, Shuai
Leng, Jianxing
Wei, Yan - Abstract:
- Abstract: With the characteristics of large inertia, large time delay and time-varying parameters, it is difficult to control accurately the oil heating process in an oil-replenishing device for deep-sea hydraulic system. Four temperature control methods are presented and compared in this paper, i.e. proportional–integral–derivative controller(PID controller), fuzzy PID controller, Smith fuzzy PID controller and modified Smith fuzzy PID controller which adds a first order filter in the Smith predictor. They are simulated in MATLAB/SIMULINK based on the cases of transfer function matching and mismatching between the theoretical and the actual model. The results show that, in both cases, the step response curve of the modified Smith fuzzy PID controller has neither the significant oscillation nor the overshoot and requires the minimum time to achieve stabilization as well. Furthermore, this paper applies those four control methods in actual oil heating temperature control process through PIC16F877A micro controller unit (MCU). The experimental data demonstrate that the oil heating system controlled by the modified Smith fuzzy PID controller could stabilize at the expected temperature with nearly no overshoot, which further proves that the modified Smith fuzzy PID controller is able to sufficiently meet the challenges of industrial applications containing varying system parameters. Highlights: The transfer function of oil heating system is established and its parameters areAbstract: With the characteristics of large inertia, large time delay and time-varying parameters, it is difficult to control accurately the oil heating process in an oil-replenishing device for deep-sea hydraulic system. Four temperature control methods are presented and compared in this paper, i.e. proportional–integral–derivative controller(PID controller), fuzzy PID controller, Smith fuzzy PID controller and modified Smith fuzzy PID controller which adds a first order filter in the Smith predictor. They are simulated in MATLAB/SIMULINK based on the cases of transfer function matching and mismatching between the theoretical and the actual model. The results show that, in both cases, the step response curve of the modified Smith fuzzy PID controller has neither the significant oscillation nor the overshoot and requires the minimum time to achieve stabilization as well. Furthermore, this paper applies those four control methods in actual oil heating temperature control process through PIC16F877A micro controller unit (MCU). The experimental data demonstrate that the oil heating system controlled by the modified Smith fuzzy PID controller could stabilize at the expected temperature with nearly no overshoot, which further proves that the modified Smith fuzzy PID controller is able to sufficiently meet the challenges of industrial applications containing varying system parameters. Highlights: The transfer function of oil heating system is established and its parameters are identified. Four control schemes of oil heating system in an oil-replenishing device are simulated and compared. The simulation results indicate that the modified Smith fuzzy PID controller has the best control effect. The experiments further verifies the simulation result. Modified Smith fuzzy PID controller could accomplish the accurate oil temperature control in an oil-replenishing device. … (more)
- Is Part Of:
- Ocean engineering. Volume 149(2018)
- Journal:
- Ocean engineering
- Issue:
- Volume 149(2018)
- Issue Display:
- Volume 149, Issue 2018 (2018)
- Year:
- 2018
- Volume:
- 149
- Issue:
- 2018
- Issue Sort Value:
- 2018-0149-2018-0000
- Page Start:
- 14
- Page End:
- 22
- Publication Date:
- 2018-02-01
- Subjects:
- Modified Smith predictor -- Fuzzy PID -- Temperature control -- Oil heating -- Oil-replenishing device
Ocean engineering -- Periodicals
Ocean engineering
Periodicals
620.4162 - Journal URLs:
- http://www.sciencedirect.com/science/journal/00298018 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.oceaneng.2017.11.052 ↗
- Languages:
- English
- ISSNs:
- 0029-8018
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6231.280000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 19218.xml