受印度当地气候影响的 6S 晴空辐照度评估

IF 2.3 3区 物理与天体物理 Q2 OPTICS Journal of Quantitative Spectroscopy & Radiative Transfer Pub Date : 2024-08-25 DOI:10.1016/j.jqsrt.2024.109166
Syed Haider Abbas Rizvi , Bhramar Choudhary , Ravi Choudhary , Jitendra Kumar Meher , Nimisha Gupta , Jasvipul Chawla , Mayank Kumar , Vikram Singh
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引用次数: 0

摘要

准确估算太阳能发电量对于太阳能行业的有效规划和运营至关重要。根据大气再分析数据集处理的长期历史辐照度数据,可以估算出某地的太阳能潜力。目前的研究采用晴空辐射传递模型(6S)来模拟印度四个不同地点的净表面辐照度,并将模型输出结果与地面测量的月平均表面辐照度进行比较。我们的研究结果表明,6S 模型略微低估了太阳辐照度,其潜在偏差因输入数据的准确性而异。这项研究评估了颗粒物浓度和相对湿度对太阳辐射散射和吸收的影响。我们还说明了全国地表辐照度的变化与降雨趋势的关系,从而提高了评估的准确性。研究报告显示,全国地表辐照度的年偏差为 10-15%,其中农村居民点的模拟偏差较小。研究中提到的辐射传递计算方法比较简单,但有利于对太阳能潜力进行先验评估。从晴空模型中估算出的透射率将进一步应用到全天空(有云)中,因此,模型的准确性是一个重要参数。此外,我们还探讨了气溶胶浓度的变化趋势以及当地气候因素对地表辐照度的影响,为优化太阳能利用提供了至关重要的见解。
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Assessment of clear-sky irradiance from 6S affected by local climatology of India

Accurate estimation of solar power generation is crucial for the effective planning and operation of solar energy sector. Solar potential can be estimated at a location from long-term historical irradiance data processed from atmospheric reanalysis datasets. The current study employs a clear-sky radiative transfer model (6S) to simulate the net surface irradiance at four distinct locations in India, comparing our model's output with mean monthly ground-based measurements of surface irradiance. Our findings reveal that the 6S model marginally underestimates solar irradiance, with potential deviations varying depending on the accuracy of input data. This research evaluates the influence of particulate matter concentration and relative humidity on the scattering and absorption of solar radiation. We also state the variability in surface irradiance across the country with the rainfall trends that enhance assessment accuracy. The study reports an annual deviation of 10–15 % in surface irradiance across the country, where rural settlements show lower deviations in simulations. The radiative transfer calculations mentioned in the study are simplistic yet beneficial for a priori evaluation of solar potential. Transmittance estimated from clear-sky models is further implemented in all-sky (with clouds), and thus, model accuracy is an important parameter. Additionally, we explore the trends in aerosol concentrations and the impact of local climatological factors on surface irradiance, providing insights critical for optimizing solar energy utilization.

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来源期刊
CiteScore
5.30
自引率
21.70%
发文量
273
审稿时长
58 days
期刊介绍: Papers with the following subject areas are suitable for publication in the Journal of Quantitative Spectroscopy and Radiative Transfer: - Theoretical and experimental aspects of the spectra of atoms, molecules, ions, and plasmas. - Spectral lineshape studies including models and computational algorithms. - Atmospheric spectroscopy. - Theoretical and experimental aspects of light scattering. - Application of light scattering in particle characterization and remote sensing. - Application of light scattering in biological sciences and medicine. - Radiative transfer in absorbing, emitting, and scattering media. - Radiative transfer in stochastic media.
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