Multi-Objective Optimization of System Configuration and Component Capacity in an AC Mini-grid Hybrid Power System

Arta Mohammad-Alikhani, Amin Mahmoudi, Rahmat Khezri, Solmaz Kahourzade

Research output: Contribution to journalArticlepeer-review

Abstract

This paper proposes a two-stage optimization algorithm to effectively determine the system configuration at one stage, as well as the capacity of components at the other stage in the middle of the former. This algorithm fits in best with the hybrid systems with more possible types of components. The studied system, in this paper, includes diesel generators, wind turbines, photovoltaic arrays, and tidal generators as the power generation components, as well as battery banks and flywheels as the energy storage components. It also includes fuel cells and electrolyzers that either work like batteries or generate electricity in the presence of biomass. When the number of components (decision variables) increase, it becomes difficult to find an optimal solution by the conventional methods. Therefore, in this study, a two-stage multi-objective optimization algorithm is applied to design a cost-effective and environmental-friendly AC mini-grid hybrid power system. In each iteration of the proposed algorithm, first, renewable energy sources and energy storage components are selected to form a hybrid power system along with the diesel generator. Then, the capacities of the components are optimized based on the two objective functions, including levelized cost of electricity and emissions. The optimization model uses real annual data in hourly time intervals for the load, solar insolation, ambient temperature, and wind speed. It is found that the proposed algorithm decreases the susceptibility of the solutions to multiple runs compared to conventional algorithms and achieves a better optimized power system design.

Original languageEnglish
Number of pages12
JournalIEEE Transactions on Industry Applications
Early online date2022
DOIs
Publication statusE-pub ahead of print - 2022

Keywords

  • Batteries
  • battery bank
  • Costs
  • Generators
  • hybrid power system
  • Hybrid power systems
  • Hydrogen
  • Optimization
  • optimization
  • power system configuration
  • Power systems
  • renewable energy
  • sizing

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