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Multi-Objective Optimization of Distributed Generation Despite Energy Storage Systems for Optimal Management

Year 2022, Volume: 4 Issue: 1, 44 - 59, 31.01.2022
https://doi.org/10.47933/ijeir.1028326

Abstract

The influence of distributed generation resources and energy storage units in distribution networks is increasing. Therefore, it is essential to examine their effect on network reliability. In this study, in order to present the optimal energy management strategy in the smart distribution network, the problem of multi-objective optimization of rearrangement of distribution feeders with the presence of distributed generation sources and energy storage units has been solved in a dynamic framework. Objective functions in this study include minimization of energy losses, redistributed energy and operating costs. In order to simultaneously optimize the reliability index and other objective functions, another optimal design for the production of distributed generation units, charging and discharging of energy storage systems as well as the topology of distribution network feeders is presented. In order to solve the multi-objective optimization problem in this study, a combination of particle social algorithms and frog mutation has been used. In order to show the ability of the method in providing an optimal energy management plan in a 95-bus network has been tested.

References

  • [1] Amouzad Mahdiraji, E. and Sedghi Amiri, M. (2021) “Optimization of Electric Vehicles along with Power Generation Units to Improve Microgrid Reliability”, Quantum Journal of Engineering, Science and Technology, 2(2), pp. 1–15.
  • [2] Amouzad Mahdiraji, E. Optimal Switching of Micro-grid Distributed Management based on Equilibrium Models. Signal Processing and Renewable Energy, 2020; 4(3): 67-80.
  • [3] Ebadollah Amouzad Mahdiraji; Mojtaba Sedghi Amiri. "Adaptive Control of Network Frequency by Doubly-Fed Induction Generators Using a Data-Driven Method". Eurasian Journal of Science and Technology, 1, 2, 2021, 89-103. doi: 10.22034/jstr.2021.130260
  • [4] Amouzad Mahdiraji, E. and Sedghi Amiri, M. 2021. Market Clearing due to the Reliability of Electricity Generation Units. Advanced Journal of Science and Engineering. 2, 1 (Mar. 2021), 42–50. DOI:https://doi.org/10.22034/advjscieng21021042.
  • [5] Ebadollah Amouzad Mahdiraji. "Evaluation of Corona Charge Positive and Negative Impulses on Polymeric Surfaces and Simulation of Impact Rate". Eurasian Journal of Science and Technology, 1, 4, 2021, 234-241. doi: 10.22034/jstr.2021.289237.1038
  • [6] Mojtaba Sedghi Amiri; Ebadollah Amouzad Mahdiraji. "Effects of Fourier Transform and Modal Theory on Cable Fault Location". Eurasian Journal of Science and Technology, 1, 1, 2021, 11-19. doi: 10.22034/jstr.2021.130258
  • [7] Amouzad Mahdiraji, E., Shariatmadar, S. Improving the Transient Stability of Power Systems Using STATCOM and Controlling it by Honey Bee Mating Optimization Algorithm. International Journal of Smart Electrical Engineering, 2019; 08(03): 99-104.
  • [8] Komeil Amouzad Mahdiraji; Ebadollah Amouzad Mahdiraji. "Evaluation of Scattered and Random Magnetic Fields by Considering the Radius Caused by Charging". Journal of Engineering in Industrial Research, 2, 4, 2021, 228-233. doi: 10.22034/jeires.2021.286746.1040
  • [9] Amouzad Mahdiraji, E., Ramezani, N. Optimal in Smart Grids Considering Interruptible Loads and Photo-voltaic Sources Using Genetic Optimization. Signal Processing and Renewable Energy, 2020; 4(1): 37-50.
  • [10] Amouzad Mahdiraji, E., Shariatmadar, S. A New Method for Simplification and Reduction of State Estimation’s Computational Complexity in Stability Analysis of Power Systems. International Journal of Smart Electrical Engineering, 2019; 08(02): 51-58
  • [11] Amouzad Mahdiraji, E., Ramezani, N. The Influences of Soil Ionization in the Grounding System and Corona Phenomena on The Injection Lightning Current of 1000 KV UHV Transmission Line, 2016; 3(9): 1-12. DOI: 10.9756/IAJSE/V6I1/1910004
  • [12] E. A. Mahdiraji and N. Ramezani, "Transient modeling of transmission lines components with respect to corona phenomenon and grounding system to reduce the transient voltages caused by lightning Impulse," 2015 2nd International Conference on Knowledge-Based Engineering and Innovation (KBEI), Tehran, Iran, 2015, pp. 405-411, doi: 10.1109/KBEI.2015.7436079.
  • [13] Amouzad Mahdiraji E . Introducing a New Method to Increase Critical Clearing Time (CCT) and Improve Transient Stability of Synchronous Generator Using Brake Resistance. Gazi Mühendislik Bilimleri Dergisi (GMBD). 2020; 6(2): 138-144.
  • [14] Amouzad Mahdiraji, E., Shariatmadar, S. Locating and Offering Optimal Price Distributed Generation Resources to Increase Profit Using Ant Lion Optimization Algorithm. International Journal of Smart Electrical Engineering, 2019; 08(04): 143-148.
  • [15] Ebadollah Amouzad Mahdiraji; Mojtaba Sedghi Amiri. "Locating, Sizing, and Optimal Planning of the Distribution Substations Using Vanadium Flow Battery Storage to Improve the Efficiency of the Power Distribution Network". International Journal of Smart Electrical Engineering, 09, 01, 2020, 13-21.
Year 2022, Volume: 4 Issue: 1, 44 - 59, 31.01.2022
https://doi.org/10.47933/ijeir.1028326

Abstract

References

  • [1] Amouzad Mahdiraji, E. and Sedghi Amiri, M. (2021) “Optimization of Electric Vehicles along with Power Generation Units to Improve Microgrid Reliability”, Quantum Journal of Engineering, Science and Technology, 2(2), pp. 1–15.
  • [2] Amouzad Mahdiraji, E. Optimal Switching of Micro-grid Distributed Management based on Equilibrium Models. Signal Processing and Renewable Energy, 2020; 4(3): 67-80.
  • [3] Ebadollah Amouzad Mahdiraji; Mojtaba Sedghi Amiri. "Adaptive Control of Network Frequency by Doubly-Fed Induction Generators Using a Data-Driven Method". Eurasian Journal of Science and Technology, 1, 2, 2021, 89-103. doi: 10.22034/jstr.2021.130260
  • [4] Amouzad Mahdiraji, E. and Sedghi Amiri, M. 2021. Market Clearing due to the Reliability of Electricity Generation Units. Advanced Journal of Science and Engineering. 2, 1 (Mar. 2021), 42–50. DOI:https://doi.org/10.22034/advjscieng21021042.
  • [5] Ebadollah Amouzad Mahdiraji. "Evaluation of Corona Charge Positive and Negative Impulses on Polymeric Surfaces and Simulation of Impact Rate". Eurasian Journal of Science and Technology, 1, 4, 2021, 234-241. doi: 10.22034/jstr.2021.289237.1038
  • [6] Mojtaba Sedghi Amiri; Ebadollah Amouzad Mahdiraji. "Effects of Fourier Transform and Modal Theory on Cable Fault Location". Eurasian Journal of Science and Technology, 1, 1, 2021, 11-19. doi: 10.22034/jstr.2021.130258
  • [7] Amouzad Mahdiraji, E., Shariatmadar, S. Improving the Transient Stability of Power Systems Using STATCOM and Controlling it by Honey Bee Mating Optimization Algorithm. International Journal of Smart Electrical Engineering, 2019; 08(03): 99-104.
  • [8] Komeil Amouzad Mahdiraji; Ebadollah Amouzad Mahdiraji. "Evaluation of Scattered and Random Magnetic Fields by Considering the Radius Caused by Charging". Journal of Engineering in Industrial Research, 2, 4, 2021, 228-233. doi: 10.22034/jeires.2021.286746.1040
  • [9] Amouzad Mahdiraji, E., Ramezani, N. Optimal in Smart Grids Considering Interruptible Loads and Photo-voltaic Sources Using Genetic Optimization. Signal Processing and Renewable Energy, 2020; 4(1): 37-50.
  • [10] Amouzad Mahdiraji, E., Shariatmadar, S. A New Method for Simplification and Reduction of State Estimation’s Computational Complexity in Stability Analysis of Power Systems. International Journal of Smart Electrical Engineering, 2019; 08(02): 51-58
  • [11] Amouzad Mahdiraji, E., Ramezani, N. The Influences of Soil Ionization in the Grounding System and Corona Phenomena on The Injection Lightning Current of 1000 KV UHV Transmission Line, 2016; 3(9): 1-12. DOI: 10.9756/IAJSE/V6I1/1910004
  • [12] E. A. Mahdiraji and N. Ramezani, "Transient modeling of transmission lines components with respect to corona phenomenon and grounding system to reduce the transient voltages caused by lightning Impulse," 2015 2nd International Conference on Knowledge-Based Engineering and Innovation (KBEI), Tehran, Iran, 2015, pp. 405-411, doi: 10.1109/KBEI.2015.7436079.
  • [13] Amouzad Mahdiraji E . Introducing a New Method to Increase Critical Clearing Time (CCT) and Improve Transient Stability of Synchronous Generator Using Brake Resistance. Gazi Mühendislik Bilimleri Dergisi (GMBD). 2020; 6(2): 138-144.
  • [14] Amouzad Mahdiraji, E., Shariatmadar, S. Locating and Offering Optimal Price Distributed Generation Resources to Increase Profit Using Ant Lion Optimization Algorithm. International Journal of Smart Electrical Engineering, 2019; 08(04): 143-148.
  • [15] Ebadollah Amouzad Mahdiraji; Mojtaba Sedghi Amiri. "Locating, Sizing, and Optimal Planning of the Distribution Substations Using Vanadium Flow Battery Storage to Improve the Efficiency of the Power Distribution Network". International Journal of Smart Electrical Engineering, 09, 01, 2020, 13-21.
There are 15 citations in total.

Details

Primary Language English
Subjects Engineering
Journal Section Research Articles
Authors

Ebadollah Amouzad Mahdiraji 0000-0003-3777-4811

Publication Date January 31, 2022
Acceptance Date April 3, 2022
Published in Issue Year 2022 Volume: 4 Issue: 1

Cite

APA Amouzad Mahdiraji, E. (2022). Multi-Objective Optimization of Distributed Generation Despite Energy Storage Systems for Optimal Management. International Journal of Engineering and Innovative Research, 4(1), 44-59. https://doi.org/10.47933/ijeir.1028326

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