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Multi-objective operation of smart stand-alone microgrid with the optimal performance of customers to improve economic and technical indices

机译:智能独立微电网的多目标运行,具有最佳性能的客户,以改善经济技术指标

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摘要

he operation problem of the Smart Stand-Alone Microgrids (SSAMGs) considering the economic and the tech-nical indices is investigated in many studies. The aim of the most studies is to meet the demand of the system with the minimum cost and high reliability considering the technical constraints of the system. In this paper, maximizing the RES penetration and improving the voltage profile of the system are modeled besides the minimization of the operation cost through a multi-objective optimization model. Moreover, the demand side management (DSM) strategies consisting of the demand shifting (DS) and the demand curtailing (DC) are employed in the decision-making problem of the SSAMGs to improve its economic and technical indices. To analysis the performance of the system, the battery bank (BB) lifetime and the peak-to-average ratio (PAR) indices are used. The resulted model is solved by the augmented epsilon-constraint approach in General Algebraic Modeling System (GAMS) optimization software environment. The best solution is selected using the fuzzy and the weight sum approaches. To investigate the effectiveness of the model and its solution methodology, it is applied on the IEEE 33-bus through defining four case studies. The results show the better performance of the objective functions in the presence of DSM strategies. Moreover, the PAR and the BB lifetime indices are improved when the DSM strategies are used in the SSAMGs to meet the demand.
机译:考虑到经济和技术指数,他在许多研究中调查了智能独立微电网(SSAMG)的运作问题。最多研究的目的是满足系统的需求,考虑系统的技术限制,具有最低成本和高可靠性。在本文中,除了通过多目标优化模型最小化运行成本,最大化res渗透和改善系统的电压分布。此外,由需求转移(DS)和需求缩减(DC)组成的需求侧管理(DSM)策略在SSAMG的决策问题中采用了改善其经济和技术指标。为了分析系统的性能,使用电池组(BB)寿命和峰值平均比率(PAR)指数。通过在一般代数建模系统(GAMS)优化软件环境中的增强epsilon-约束方法解决了所产生的模型。使用模糊和重量和方法选择最佳解决方案。为了研究模型及其解决方案方法的有效性,它通过定义四个案例研究来应用于IEEE 33总线。结果表明,在DSM策略的存在下,客观功能的性能更好。此外,当在SSAMG中使用DSM策略以满足需求时,提高了PAR和BB寿命指数。

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