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Optimal sizing of PV array for critical load with parallel redundant architecture using GA

机译:使用GA的并行冗余架构,可针对关键负载优化PV阵列的尺寸

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The PV array sizing will affect the Capital Expenditure (CAPEX), Operational Expenditure (OPEX) and long term performance when feeding critical loads. In general the choice of PV array size is calculated using hourly meteorological station data (8760 steps/annum) and daily average input and output to the battery for remote or stand alone PV power plants. In this paper optimal sizing of PV array is carried out for an existing critical load consisting of constant DC load and AC load of intermittent periodic duty with starting nature, connected to single phase Domestic Supply (DS) with Diesel Electric Generator (DEG) as parallel redundant reserve source and an Uninterrupted Power Supply (UPS) in series with critical DC load. Approximate 5 minute solar radiation data (105120 steps/annum) is calculated using one hour meteorological station data and the same is used for studying the energy transactions between various devices and loads in the modified system. A typical critical load of urban roof top Base Transceiver Station (BTS) is considered as load. The optimal size of PV array is calculated for the above mentioned load for a desired Loss of Power Supply Probability (LPSP), minimum OPEX and CAPEX by considering long term performance degrading factors. The aforementioned problem is formulated and Genetic Algorithm (GA) is used to solve the optimization problem. The corresponding results are discussed.
机译:馈送关键负载时,PV阵列的大小将影响资本支出(CAPEX),运营支出(OPEX)和长期性能。通常,使用小时气象站数据(每年8760步)以及每日平均输入和输出到偏远或独立PV电厂的电池,来计算PV阵列大小的选择。在本文中,针对现有的临界负载(包括恒定的直流负载和具有间歇性质的间歇性周期性负载的交流负载,具有启动性质)对光伏阵列进行了最佳尺寸确定,并与柴油发电机(DEG)并联连接到单相家用电源(DS)冗余备用电源和与关键直流负载串联的不间断电源(UPS)。使用一小时的气象站数据计算大约5分钟的太阳辐射数据(105120步/年),并且该数据用于研究改进系统中各种设备与负载之间的能量交易。城市屋顶基站收发器(BTS)的典型临界负载被视为负载。通过考虑长期性能下降因素,针对上述负载,针对所需的电源概率损失(LPSP),最小OPEX和CAPEX计算出PV阵列的最佳尺寸。提出了上述问题,并使用遗传算法(GA)解决了优化问题。讨论了相应的结果。

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