Design of Neutrosophic Self-Tuning PID Controller for AC Permanent Magnet Synchronous Motor Based on Neutrosophic Theory
Open Access
- 11 May 2021
- journal article
- research article
- Published by Hindawi Limited in Mathematical Problems in Engineering
- Vol. 2021, 1-14
- https://doi.org/10.1155/2021/5548184
Abstract
In practical control applications, AC permanent magnet synchronous motors need to work in different response characteristics. In order to meet this demand, a controller which can independently realize the different response characteristics of the motor is designed based on neutrosophic theory and genetic algorithm. According to different response characteristics, neutrosophic membership functions are constructed. Then, combined with the cosine measure theorem and genetic algorithm, the neutrosophic self-tuning PID controller is designed. It can adjust the parameters of the controller according to response requirements. Finally, three kinds of controllers with typical system response characteristics are designed by using Simulink. The effectiveness of the designed controller is verified by simulation results.Keywords
This publication has 17 references indexed in Scilit:
- ABC Algorithm Based PID Controller Design for Higher Order Oscillatory SystemsElectronics and Electrical Engineering, 2017
- Neutrosophic Linear Equations and Application in Traffic Flow ProblemsAlgorithms, 2017
- Scale Effect and Anisotropy Analyzed for Neutrosophic Numbers of Rock Joint Roughness Coefficient Based on Neutrosophic StatisticsSymmetry, 2017
- Multiple-Attribute Group Decision-Making Method under a Neutrosophic Number EnvironmentJournal of Intelligent Systems, 2016
- Fault diagnoses of steam turbine using the exponential similarity measure of neutrosophic numbersJournal of Intelligent & Fuzzy Systems, 2016
- PID Tuning with Neutrosophic Similarity MeasureInternational Journal of Fuzzy Systems, 2016
- Bidirectional projection method for multiple attribute group decision making with neutrosophic numbersNeural Computing & Applications, 2015
- Improved cosine similarity measures of simplified neutrosophic sets for medical diagnosesArtificial Intelligence in Medicine, 2015
- Robust Stability Analysis of the PWM Push-Pull DC–DC ConverterIEEE Transactions on Power Electronics, 2009
- PI and PID controllers tuning for integral-type servo systems to ensure robust stability and controller robustnessElectrical Engineering, 2005