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Harmony search optimization for optimum sizing of hybrid solar schemes based on battery storage unit

机译:基于电池存储单元的混合太阳能方案最佳尺寸和谐搜索优化

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Hybrid systems composed of solar photovoltaic (PV) and battery storage units are reliable and clean technologies for utilization in off-grid cases. Optimal sizing of these systems results in more cost-effective units, which is the main subject of various researches. The current work focuses on the assessment of an optimization approach for finding the optimum size of PV/battery hybrid unit in order to provide the required electricity of the case study and reach the minimum Total Life Cycle Cost (TLCC). In this regard, the components of the designed systems are modelled; afterwards, the objective function is established on the basis of TLCC. In the optimization procedure, a constraint is considered for the highest possible loss of power in order to have a system with acceptable reliability. In addition, Improved Harmony Search (IHS) algorithm is applied to determine the variables with optimal quantities for satisfying the required electricity in the most cost-effective condition. The calculated results are compared with harmony search and simulated annealing algorithms to evaluate the reliability of the applied method. The outcomes show that employing IHS leads to more promising results and it has higher robustness compared with the HS and simulated annealing algorithms. Moreover, the number of units in the hybrid system reduces by increment in the loss of power supply probability.
机译:由太阳能光伏(PV)和电池存储单元组成的混合系统是可靠且清洁的,用于在离网情况下利用的技术。这些系统的最佳尺寸导致更具成本效益的单位,这是各种研究的主要主题。目前的工作侧重于评估优化方法,用于找到光伏/电池混合单元的最佳尺寸,以便提供案例研究所需的电力并达到最小总生命周期成本(TLCC)。在这方面,设计系统的组件是建模的;之后,目标函数是在TLCC的基础上建立的。在优化过程中,考虑约束以获得最高可能的功率损耗,以便具有可接受可靠性的系统。此外,改进的和声搜索(IHS)算法应用于以最佳的数量确定变量,以满足最具成本效益的条件。将计算结果与和谐搜索和模拟退火算法进行比较,以评估所应用方法的可靠性。结果表明,与HS和模拟退火算法相比,采用IHS导致更有前途的结果,并且与HS和模拟退火算法相比具有更高的鲁棒性。此外,混合系统中的单位数通过增加电源概率的增量而减少。

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