Impact of overloading of photovoltaic arrays on the evaluation of photovoltaic power generation forecasts

被引:5
|
作者
Salu, Naomi Urai [1 ]
Oke, Shinichiro [1 ]
Ohtake, Hideaki [2 ]
机构
[1] Tsuyama Coll, Natl Inst Technol, Tsuyama, Japan
[2] Natl Inst Adv Ind Sci & Technol, Tokyo, Japan
关键词
PV power generation forecast; PV array overloading; Inverter loading ratio; Forecast error; INVERTER; IRRADIATION; RATIO;
D O I
10.1016/j.epsr.2022.108930
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Photovoltaic power generation (PV output) forecast is based on solar irradiance forecasts; therefore, an increase in overloading of PV arrays may affect errors in the PV output forecast. To study the impact of overloading of PV arrays on evaluation of PV output forecasts, we compared the estimated and forecasted values of PV output under various overloading conditions and investigated the characteristics of forecast errors resulting from overloading. We used data of actual estimated PV output and forecasted PV output for 2016 to calculate the estimated and forecasted values of overloaded P PV output. Our findings indicate that compared with over-forecasted errors, errors due to under-forecasting undergo higher reduction in both time and magnitude with increasing inverter loading ratio. However, contrary to the initial assumption, the effect of PV module overloading was smaller than expected, which could be attributed to the smoothing effect of PV systems in a large area. PV module and array prices have been decreasing in the long term, and the number of overloaded PV systems is expected to increase worldwide. This study provides useful information for the stable operation of power systems including overloaded PV systems and for improving the economics of PV systems.
引用
收藏
页数:6
相关论文
共 50 条
  • [22] PHOTOVOLTAIC POWER-GENERATION
    SCHWARTZ, RJ
    PROCEEDINGS OF THE IEEE, 1993, 81 (03) : 355 - 364
  • [23] Photovoltaic power generation market
    不详
    AMERICAN CERAMIC SOCIETY BULLETIN, 2006, 85 (04): : 5 - +
  • [24] Reliability evaluation of solar photovoltaic arrays
    Gautam, NK
    Kaushika, ND
    SOLAR ENERGY, 2002, 72 (02) : 129 - 141
  • [25] Assessing the Impact of Features on Probabilistic Modeling of Photovoltaic Power Generation
    Yamamoto, Hiroki
    Kondoh, Junji
    Kodaira, Daisuke
    ENERGIES, 2022, 15 (15)
  • [26] Impact of photovoltaic power generation on poverty alleviation in Jiangsu, China
    Li, Wenbo
    Huang, Jiaxin
    Kong, Lingjing
    Liang, Dongzhen
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2024, 16 (04)
  • [27] Impact of Nonplanar Panels on Photovoltaic Power Generation in the Case of Vehicles
    Tayagaki, Takeshi
    Araki, Kenji
    Yamaguchi, Masafumi
    Sugaya, Takeyoshi
    IEEE JOURNAL OF PHOTOVOLTAICS, 2019, 9 (06): : 1721 - 1726
  • [28] Generation and evaluation of space-time trajectories of photovoltaic power
    Golestaneh, Faranak
    Gooi, Hoay Beng
    Pinson, Pierre
    APPLIED ENERGY, 2016, 176 : 80 - 91
  • [29] Evaluation of the Economic Potential of Photovoltaic Power Generation in Road Spaces
    Hu, Mengjin
    Song, Xiaoyang
    Bao, Zhongxu
    Liu, Zhao
    Wei, Mengju
    Huang, Yaohuan
    ENERGIES, 2022, 15 (17)
  • [30] Deep learning-based evaluation of photovoltaic power generation
    Diaba, Sayawu Yakubu
    Alola, Andrew Adewale
    Simoes, Marcelo Godoy
    Elmusrati, Mohammed
    ENERGY REPORTS, 2024, 12 : 2077 - 2085