0% Complete
|
ورود به سامانه
|
ثبت نام
صفحه اصلی
/
icemd2024
Groundbreaking Application of the Corona-Virus Search Optimizer Algorithm for Resilient Speed Control and Stability Assessment of Direct Current Motors Under Uncertain Conditions
نویسندگان :
Peyman Zare
1
Amir Mohammadian
2
SeyedJalal SeyedShenava
3
Babak Mohamadi
4
1- دانشگاه محقق اردبیلی
2- دانشگاه محقق اردبیلی
3- دانشگاه محقق اردبیلی
4- دانشگاه محقق اردبیلی و شرکت توزیع نیروی برق استان اردبیل
کلمات کلیدی :
Corona-Virus Search Optimizer Algorithm،Direct Current Motor،FOPID Controller،Stability Assessment،Speed Control،Uncertain Conditions
چکیده :
In contemporary industrial systems where precision is paramount, the Direct Current (DC) motor plays a critical role, necessitating a highly efficient method for speed control that ensures both accuracy and responsiveness. Effective motor speed regulation is essential for the flawless execution of mechanical operations. This paper presents an innovative control strategy specifically designed for DC motor velocity regulation. The proposed methodology employs a Fractional Order (FO) controller, utilizing both Proportional-Integral-Derivative (PID) and Fractional Order PID (FOPID) controllers. These controllers are fine-tuned through the application of the Corona-Virus Search Optimizer (CVSO) algorithm, a novel metaheuristic technique inspired by the propagation dynamics of the coronavirus. This marks the first instance of the robust CVSO algorithm being applied in the domain of DC motor speed control. For performance evaluation, the Integral of Squared Time multiplied by Absolute Error (ISTAE) criterion has been adopted as the objective function. Simulations conducted in the MATLAB/Simulink environment have validated the efficacy of the proposed control approach. The controllers were rigorously tested against step torque profiles, with considerations for parametric uncertainties such as variations in electrical resistance and motor torque constants. The results reveal significant improvements in key performance metrics. Specifically, the FOPID controller outperforms the conventional PID controller with an 83.86% improvement in overshoot, a 40.17% improvement in settling time, and a 0.93% improvement in rise time under certain conditions. These findings demonstrate that the proposed FOPID/CVSO controller offers superior speed regulation and enhanced system stability compared to the traditional PID controller, making it a more effective solution for DC motor speed control.
لیست مقالات
لیست مقالات بایگانی شده
Evaluation of Mechanical Fault’s Severity in Power Transformers by using Maximum Points of FRA Window Curves
Ahmad Vosoughi - Mohammad Hamed Samimi
Performance Evaluation of PMSM and BLDC Motors in Different Operating Scenarios Based Slide Mode Control
Ali Abdul Razzaq Altahir - Mohammed Albaker Abed - Abduljabbar Hanfesh - Ahmed Abdulhadi Ahmed
A Multi-objective and Multi level Optimization of IPMSM Case Study Dynamometer
Ali Amini - MohammadSadegh KhajueeZadeh - Abolfazl Vahedi
Analysis of a Toothed Consequent-Pole Flux Reversal Motor with Assisting Permanent Magnets
Mohammad Reza Sarshar - Jamshid Kavianpour - Mohammad Amin Jalali Kondelaji - Mojtaba Mirsalim - Amir Khorsandi
Investigation study of Injecting Numerous DGs in IEEE 69 – bus Radial Networks Using Enhanced PSO and Ant Lion Optimization Algorithms
Ali Altahir - Ahmed Rahim Ali - Shamam Alwash - Murtadha Al-Kaabi
Stator structural analysis of an in-wheel permanent magnet electric motor for sports utility vehicle (SUV) via multi-physics procedure
Saeed Rostami - Mohsen Nikfar
A Field-Oriented Internal Model Control Method for Brushless Doubly-Fed Induction Machines
Hamidreza Mosaddegh-Hesar - Xiaodong Liang - Hossein Abootorabi Zarchi - Mohammad Ali Salahmanesh
A transfer learning based CNN for dynamic security assessment with small datasets and unknown data
ساسان آزاد - Nazanin Pourmoradi - Mohammad Taghi Ameli
A New Moon Shape Barriers Design of Reluctance Rotor in Coaxial Reluctance Magnetic Gear
Mostafa Madanchi Zaj - Seyed Ahmadreza Afsari Kashani - Mojtaba Malakooti Khaledi
Reduction of cogging torque in Ring Winding Axial Flux Permanent Magnet Motor with Soft Magnetic Composite
Hamidreza Haghighat - Mohammad Bapiri - Abolfazl Vahedi
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 40.4.2