Robust Control Design for Voltage and Frequency Fluctuation Control under Substantial Load Variation of Islanded Microgrid System

سال انتشار: 1405
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 14

فایل این مقاله در 11 صفحه با فرمت PDF قابل دریافت می باشد

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:

JR_JOAPE-14-2_007

تاریخ نمایه سازی: 17 اسفند 1404

چکیده مقاله:

The use of standalone microgrids is rapidly increasing due to their advantages in terms of environmental, economic, and technical aspects. However, the microgrid is vulnerable to frequency and voltage oscillation because of its separation from the main grid, the uncertainties of loads, and the use of uncertain renewable energy sources such as wind and solar energy. Therefore, the need for a dynamic controller arises to regulate voltage and frequency. This paper presents Double Integral Sliding Mode Control (DISMC) and Artificial Neural Network (ANN) based on the Feed Forward Bayesian Regularization (FF-BR) algorithm. DISMC is developed to control voltage and steady-state error. The ANN based on the FF-BR algorithm is adapted to regulate the current. These controllers enhance the performance of droop control for inverter base Distributed Generation (DG) units in an islanded microgrid system. The controllers are designed based on the islanded microgrid dynamic model and load variations. The suggested control algorithm is implemented in Matlab/Simulink. The performance of the controller is evaluated under variable loads and uncertainties. The results are then compared with droop control with the Proportionate Integral (PI) controller. The performance of the proposed controllers is seen to outdo the existing PI method in the regulation of voltage and frequency.

کلیدواژه ها:

Distributed generation ، double integral sliding mode control ، droop control ، bayesian regularization ، photo voltaic

نویسندگان

Oinam Manganleiba Meetei

Department of Electrical Engineering, Manipur Technical University, Imphal, Manipur- ۷۹۵۰۰۴, India.

Marimuthu Prakash

Department of Electrical and Electronics Engineering, National Institute of Technology, Nagaland, Chumukeidma- ۷۹۷۱۰۳, India.

Rajagopal Kumar

Department of Electronics and Instrumentation Engineering, National Institute of Technology, Nagaland, Chumukeidma- ۷۹۷۱۰۳, India.

مراجع و منابع این مقاله:

لیست زیر مراجع و منابع استفاده شده در این مقاله 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 مقاله لینک شده اند :
  • G. De Vanna, M. Longo, F. Foiadelli, M. Panteli, and ...
  • K. Matharani and H. Jariwala, “Stability analysis of microgrid with ...
  • H. Karimi-Davijani and O. Ojo, “Dynamic operation and control of ...
  • H. Bevrani, M. Watanabe, and Y. Mitani, “Micro-grid controls, standard ...
  • H. Bevrani and S. Shokoohi, “An intelligent droop control for ...
  • H. Shayeghi and A. Rahnama, “Frequency regulation of a standalone ...
  • M. Gholami, A. Pisano, S. M. Hosseini, and E. Usai, ...
  • J. M. Guerrero, J. C. Vasquez, J. Matas, L. G. ...
  • B. Ning, Q.-L. Han, and L. Ding, “Distributed secondary control ...
  • S. Ullah, L. Khan, I. Sami, and J.-S. Ro, “Voltage/frequency ...
  • M. Jafari, V. Sarfi, A. Ghasemkhani, H. Livani, L. Yang, ...
  • S. Shokoohi, S. Golshannavaz, R. Khezri, and H. Bevrani, “Intelligent ...
  • N. M. Dehkordi, H. R. Baghaee, N. Sadati, and J. ...
  • E. Sohrabzadi, M. Gheisarnejad, Z. Esfahani, and M. H. Khooban, ...
  • N.-L. Mo, Z.-H. Guan, D.-X. Zhang, X.-M. Cheng, Z.-W. Liu, ...
  • J. Liu, Q. Yao, and Y. Hu, “Model predictive control ...
  • J. Pahasa and I. Ngamroo, “Coordinated control of wind turbine ...
  • S. K. Pandey, S. R. Mohanty, N. Kishor, and J. ...
  • A. A. El-Fergany and M. A. El-Hameed, “Efficient frequency controllers ...
  • J. Guo, “Application of full order sliding mode control based ...
  • S. Roozbehani, M. T. Hagh, and S. G. Zadeh, “Frequency ...
  • T. Vigneysh and N. Kumarappan, “Autonomous operation and control of ...
  • T.-C. Ou and C.-M. Hong, “Dynamic operation and control of ...
  • W.-M. Lin, C.-M. Hong, C.-H. Huang, and T.-C. Ou, “Hybrid ...
  • J.-H. Jung, S. Ahmed, and P. Enjeti, “Pem fuel cell ...
  • T.-C. Ou and C.-M. Hong, “Dynamic operation and control of ...
  • T. Vigneysh and N. Kumarappan, “Artificial neural network based droop-control ...
  • S. Ahmadi, S. Shokoohi, and H. Bevrani, “A fuzzy logicbased ...
  • A. Alahmad, A. Saffarian, S. Seifossadat, and S. Mortazavi, “Frequency ...
  • S.-C. Chen and C.-Y. Kuo, “Design and implementation of double-integral ...
  • P. Tahmasebi and A. Hezarkhani, “Application of a modular feedforward ...
  • A. Sadighi, Artificial Intelligence to Determine Sulfate Solubility. PhD thesis, ...
  • نمایش کامل مراجع