Title:Fuzzy PI Control and Optimization of Startup Process of High- Speed DC Centrifugal Pumps
Volume: 18
Issue: 2
Author(s): Yu Cheng Pan and Yan Wei Wang*
Affiliation:
- School of Mechanical and Electrical Engineering, Wuhan Institute of Technology, Wuhan, China
- Hubei Provincial Key Laboratory of Chemical Equipment Strengthening and Intrinsic Safety, Wuhan,
China
- Hubei Provincial Engineering and Technology Research Center for Green Chemical
Equipment, Wuhan, China
Keywords:
Centrifugal pump, DC motor, startup process, fuzzy control, optimization algorithm, hydraulic characteristics.
Abstract:
Background: Centrifugal pumps are key equipment used for fluid transfer in the
chemical industry. During the start-up process of high-speed centrifugal pumps, the hydraulic
characteristics such as flow rate and head will change significantly, and the optimization
of the pump start-up process can improve its stability and service life, which will
make centrifugal pumps more efficient in chemical production.
Objective: Achieving a fast and stable startup process has always been a goal in the engineering
application of high-speed centrifugal pumps.
Methods: First, the mathematical relationship between the torque and speed of the centrifugal
pump is established. Then, based on the physical characteristics of the DC motor and
considering the centrifugal pump torque as the load, a mathematical model of the highspeed
DC centrifugal pump is developed. A fuzzy PI controller for the high-speed DC centrifugal
pump is designed by integrating traditional PI control methods with fuzzy control
theory to manage the startup process. Optimization algorithms are employed to optimize
the parameters of the fuzzy PI controller.
Results: Before optimization, the settling time was 0.33 s, the motor speed overshoot was
7.69%, the head overshoot was 3.77%, and the flow rate overshoot was 7.69%. After optimization,
the settling time improved to 0.25 s, the motor speed overshoot was reduced to
6.3%, the head overshoot to 3.1%, and the flow rate overshoot to 6.3%.
Conclusion: A comparison of simulation results before and after parameter optimization
demonstrates that the optimized fuzzy PI control yields better dynamic performance during
the startup process of the high-speed DC centrifugal pump.