Tuning of PID Controller Coefficients for AVR Systems by SA Algorithm

Publish Year: 1400
نوع سند: مقاله ژورنالی
زبان: English
View: 116

This Paper With 7 Page And PDF Format Ready To Download

  • Certificate
  • من نویسنده این مقاله هستم

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این Paper:

شناسه ملی سند علمی:

JR_MJEE-15-1_004

تاریخ نمایه سازی: 24 بهمن 1401

Abstract:

As a real time process, in tuning the coefficients of PID controllers in AVRs, accuracy vs. speed is an important issue. Considering complexity of the problem and real systems requirements, various methods, including exact methods and approximation algorithms, have been implemented for this purpose. Since the conventional methods based on meta-heuristic algorithms solving this problem, generally use population-based algorithms such as GA and PSO, this paper aims to investigate the efficiency and performance of single- solution based metaheuristics to solve this problem. So Simulated Annealing (SA) algorithm is proposed, and implemented for optimizing PID coefficients. In addition, an extension of SA is presented improving the search strategy based on neighborhood adjustment. The results indicate that the proposed algorithms as single based metaheuristics, have a good or even better performance vs. population based metaheuristics, in spite of simplicity in implementation and less computation requirements. This fact implies that the landscape complexity of these problems does not necessarily require population-based algorithms. The presented method is also applied to multiple objective functions regarding different time response criteria in output voltage and leads to better results in less time.

Keywords:

AVR system , PID Controller , Population based and Single-solution based Metaheuristics Algorithms , Simulated Annealing Algorithm

Authors

Maryam Ehsani

Department of Electrical Engineering, Arak University of Technology, Arak, Iran.

Morassae Shafiezad

Department of Electrical Engineering, Arak University of Technology, Arak, Iran.

مراجع و منابع این Paper:

لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :
  • Khalil Valipour, Hossein Shayeghi, Esmaeil Dehghan "Design of Robust PID ...
  • Gözde, Haluk, M. Cengiz Taplamacioğlu, and Murat Ari. "Simulation study ...
  • Talbi, El-Ghazali. Metaheuristics: from design to implementation. John Wiley & ...
  • Kamal sabahi , Mohammad sizdah Lab , Mehdi Alari and ...
  • Bhatti, Sajid Ali, Suheel Abdullah Malik, and Amil Daraz. "Comparison ...
  • Falahati Aliabadi Saber, Tahir Seyed Abbas, Haji Akbari Fini Massoud. ...
  • Elumalai, Kuppuraju, and S. Sumathi. "Behavior modification of PID controller ...
  • Mojtaba vahedi, Ahmad Farahat, ۲۰۱۱ "Optimal PID Controller Design for ...
  • Oonsivilai, Anant, and Padej Pao-La-Or. "Optimum PID controller tuning for ...
  • نمایش کامل مراجع