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Published on: November 24, 2021
Design and implementation of a new fuzzy PID controller for networked control systems.
1Department of Instrumentation and Industrial Automation, Petroleum University of Technology, Khosro Jonoobi St, Satarkhan St, Tehran, Postal Code: 1453953153, Iran. a.fadaei1981@gmail.com
This study introduces a fuzzy PID control strategy to enhance networked control systems (NCS) performance, particularly addressing transmission delays in industrial automation. The new approach improves system responsiveness and stability in networked cascade control applications.
Area of Science:
- Automation and Control Systems
- Industrial Networking
- Fuzzy Logic Control
Background:
- Networked control systems (NCS) face performance degradation due to transmission delays.
- Cascade control systems are crucial in industrial processes but sensitive to network latency.
- Integrating different industrial controllers (e.g., Smar FF and Siemens PLC) presents communication challenges.
Purpose of the Study:
- To design and implement a networked cascade control system using Smar FF and Siemens PLC over Industrial Ethernet.
- To investigate PID controller performance in different configurations (Function Block vs. NCS).
- To propose and validate a novel fuzzy PID control strategy to mitigate transmission delay effects in NCS.
Main Methods:
- Implementation of a networked cascade control system linking Smar FF and Siemens PLC via Industrial Ethernet.
- Comparison of PID controller performance in Function Block (FB) and Networked Control System (NCS) configurations.
- Development of a fuzzy PID control strategy by sectionalizing the error signal into three zones with fuzzy membership factors.
Main Results:
- The proposed fuzzy PID control strategy effectively improves the performance of the networked-based control system.
- The fuzzy PID scheme demonstrates robustness against varying transmission delays.
- The study validates the effectiveness of sectionalizing error signals for improved control objectives.
Conclusions:
- The novel fuzzy PID control strategy offers a significant improvement for networked cascade control systems facing transmission delays.
- The implemented platform provides a practical basis for advanced industrial control solutions.
- Fuzzy logic-based approaches are effective in enhancing the performance of NCS in industrial environments.
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