Research Article

Improve LVRT capability of organic solar arrays by using chaos-based NMPC

Volume: 9 Number: 3 September 18, 2024
EN

Improve LVRT capability of organic solar arrays by using chaos-based NMPC

Abstract

Electric utilities are continuously scheduling to develop power grids in order to supply the electrical energy demanded by their consumers. The common method is the construction of traditional power plants or development of existing infrastructures. The challenges associated with using fossil fuel, such as environmental pollution and climate changing like glacier melting and rising sea levels, highlight the importance of using green energy sources like photovoltaic systems. In other side, extracting the maximum power under intermittent generated power has a great importance. So, a novel chaotic-based nonlinear model predictive control method is introduced for tracking the maximum power point of organic photovoltaic cells. The proposed approach involves estimating a reference point and adjusting the operating point by using a Lagrangian function. Also, chaotic-based nonlinear model predictive controller is used for controlling the operation of boost converter. According to obtained results, the proposed approach capable of fast tracking as well as improving the ride through capacity.

Keywords

References

  1. [1] Menna P, Gambi R, Howes T, Gillett W, Tondi G, Belloni F, Bonis P, Getsiou M. European Photovoltaic Actions and Programmes-2011.
  2. [2] Razavi AB, Mohammad MBE. Improvement of Voltage Profiles in Mashhad Distribution Systemwith Presence of Rooftop PV. 10th Smart Grid Conference (SGC), IEEE, 2020.
  3. [3] Borhan, Elmi MM, Hamed L, Amir HL. Economic-environmental evaluation of using green energy resources with considering pollution limitations 2023.
  4. [4] Bouaouaou H, Djaafer L, Nasserdine B. Model predictive control and ANN-based MPPT for a multi-level grid-connected photovoltaic inverter Electrical Engineering 2022; 104(3): 1229-1246.
  5. [5] Derbeli M, Cristian N, Oscar B, Jesus S, Isidro C, Pablo FB. Maximum power point tracking techniques for photovoltaic panel: A review and experimental applications. Energies 2021; 14(22): 7806.
  6. [6] Mosa M, Mohammad B, Shadmand RSB, Haitham AR. Efficient maximum power point tracking using model predictive control for photovoltaic systems under dynamic weather condition IET Renewable Power Generation 2017;11(11): 1401-1409.
  7. [7] Abdel-Rahim, Omar, Haoyu Wang. A new high gain DC-DC converter with model-predictive-control based MPPT technique for photovoltaic systems. CPSS Transactions on Power Electronics and Applications 2020; 5(2): 191-200.
  8. [8] Rampradesh T, Christober AR. Performance assessment of NMPC based MPPT controller and extended Kalman filter for a Wind/PV hybrid system. 2021 Fourth International Conference on Electrical, Computer and Communication Technologies (ICECCT), 2021.

Details

Primary Language

English

Subjects

Photovoltaic Power Systems, Solar Energy Systems, Renewable Energy Resources

Journal Section

Research Article

Publication Date

September 18, 2024

Submission Date

March 9, 2024

Acceptance Date

July 18, 2024

Published in Issue

Year 2024 Volume: 9 Number: 3

APA
Borhan Elmi, M. M., & Yıldırım, O. (2024). Improve LVRT capability of organic solar arrays by using chaos-based NMPC. International Journal of Energy Studies, 9(3), 543-558. https://doi.org/10.58559/ijes.1449558
AMA
1.Borhan Elmi MM, Yıldırım O. Improve LVRT capability of organic solar arrays by using chaos-based NMPC. Int J Energy Studies. 2024;9(3):543-558. doi:10.58559/ijes.1449558
Chicago
Borhan Elmi, Mohammad Mahdi, and Osman Yıldırım. 2024. “Improve LVRT Capability of Organic Solar Arrays by Using Chaos-Based NMPC”. International Journal of Energy Studies 9 (3): 543-58. https://doi.org/10.58559/ijes.1449558.
EndNote
Borhan Elmi MM, Yıldırım O (September 1, 2024) Improve LVRT capability of organic solar arrays by using chaos-based NMPC. International Journal of Energy Studies 9 3 543–558.
IEEE
[1]M. M. Borhan Elmi and O. Yıldırım, “Improve LVRT capability of organic solar arrays by using chaos-based NMPC”, Int J Energy Studies, vol. 9, no. 3, pp. 543–558, Sept. 2024, doi: 10.58559/ijes.1449558.
ISNAD
Borhan Elmi, Mohammad Mahdi - Yıldırım, Osman. “Improve LVRT Capability of Organic Solar Arrays by Using Chaos-Based NMPC”. International Journal of Energy Studies 9/3 (September 1, 2024): 543-558. https://doi.org/10.58559/ijes.1449558.
JAMA
1.Borhan Elmi MM, Yıldırım O. Improve LVRT capability of organic solar arrays by using chaos-based NMPC. Int J Energy Studies. 2024;9:543–558.
MLA
Borhan Elmi, Mohammad Mahdi, and Osman Yıldırım. “Improve LVRT Capability of Organic Solar Arrays by Using Chaos-Based NMPC”. International Journal of Energy Studies, vol. 9, no. 3, Sept. 2024, pp. 543-58, doi:10.58559/ijes.1449558.
Vancouver
1.Mohammad Mahdi Borhan Elmi, Osman Yıldırım. Improve LVRT capability of organic solar arrays by using chaos-based NMPC. Int J Energy Studies. 2024 Sep. 1;9(3):543-58. doi:10.58559/ijes.1449558

Cited By