评估卫星和气象数据以估计马来西亚五个城市的太阳辐照度

Muhammad Hazim Masral, P. Rajendran, Khairudin Mohamed, Hairuniza Ahmed Kutty
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引用次数: 3

摘要

本文评估了气象和卫星数据,以估计马来西亚的全球和直接太阳辐照度。气象数据为2013年的直接太阳辐照度,卫星数据为2000 - 2004年的全球太阳辐照度。然后将估算的全球太阳辐照度与卫星观测数据进行比较,并使用均方根误差和平均百分比误差等统计指标来判断其性能。在马来西亚研究的5个城市包括哥打京那巴鲁(KK),古晋(KC),怡保(IP),亚罗士达(AS)和关丹(KU)。5个城市全年每小时太阳辐照度的年平均值在193 W/m2至208 W/m2之间。由于是旱季,三月的太阳辐照度估计最高,为216瓦/平方米;预计十二月的太阳辐照度最低,为164瓦/平方米,与马来西亚的雨季相吻合。结果表明,所建立的全球和直接太阳辐照度模型具有较好的回归系数(R2),分别为0.9661和0.9549。这些城市的平均漫射太阳辐照度为全球太阳辐照度的3.0%(校正因子)。由于马来西亚政府关注可再生能源和清洁能源,这些模型和分析将有利于政府和教育部门进一步发展太阳能技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation of satellite and meteorology data to estimate solar irradiance over five cities in Malaysia
In this paper, meteorology and satellite data are evaluated to estimate global and direct solar irradiance over Malaysia. The meteorology data consist of direct solar irradiance were for 2013 and the satellite data were global solar irradiance from year 2000 till 2004. The estimated global solar irradiance were then compared with observe satellite data and their performance were judge by using statistical indicators, including root mean squared error and mean percentage error. The 5 cities studied in Malaysia includes Kota Kinabalu (KK), Kuching (KC), Ipoh (IP), Alor Setar (AS) and Kuantan (KU). The yearly average of hourly solar irradiance for all 5 cities throughout a year lies between 193 W/m2 and 208 W/m2. The highest solar irradiance has been estimated at 216 W/m2 in the month of March due to the dry season, and the minimum solar irradiance is predicted in the month of December is 164 W/m2 that coincides with the rainy season in Malaysia. Results show that the proposed global and direct solar irradiance models present good regression coefficient (R2) value of 0.9661 and 0.9549 respectively. The average diffuse solar irradiance cast over these cities were 3.0% (correction factor) of global solar irradiance. Since Malaysian government are focusing on renewable and clean energy, these models and analyses will benefit the government and education department for further development in solar technologies.
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