کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
765481 1462867 2015 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Optimization of heliostat field layout in solar central receiver systems on annual basis using differential evolution algorithm
ترجمه فارسی عنوان
بهینه سازی طرح منظر حلیستات در سیستم های گیرنده مرکزی خورشیدی به صورت سالانه با استفاده از الگوریتم تکاملی دیفرانسیل
کلمات کلیدی
بهینه سازی سالانه، الگوریتم تکامل دیفرانسیل، الگوریتم ژنتیک، سیستم طرح بندی فیلسوف، برج خورشیدی، سیستم گیرنده مرکزی خورشیدی
موضوعات مرتبط
مهندسی و علوم پایه مهندسی انرژی انرژی (عمومی)
چکیده انگلیسی


• Differential evolution optimization model was developed to optimize the heliostat field.
• Five optical parameters were considered for the optimization of the optical efficiency.
• Optimization using insolation weighted and un-weighted annual efficiency are developed.
• The daily averaged annual optical efficiency was calculated to be 0.5023 while the monthly was 0.5025.
• The insolation weighted daily averaged annual efficiency was 0.5634.

Optimization of a heliostat field is an essential task to make a solar central receiver system effective because major optical losses are associated with the heliostat fields. In this study, a mathematical model was developed to effectively optimize the heliostat field on annual basis using differential evolution, which is an evolutionary algorithm. The heliostat field layout optimization is based on the calculation of five optical performance parameters: the mirror or the heliostat reflectivity, the cosine factor, the atmospheric attenuation factor, the shadowing and blocking factor, and the intercept factor. This model calculates all the aforementioned performance parameters at every stage of the optimization, until the best heliostat field layout based on annual performance is obtained. Two different approaches were undertaken to optimize the heliostat field layout: one with optimizing insolation weighted annual efficiency and the other with optimizing the un-weighted annual efficiency. Moreover, an alternate approach was also proposed to efficiently optimize the heliostat field in which the number of computational time steps was considerably reduced. It was observed that the daily averaged annual optical efficiency was calculated to be 0.5023 as compared to the monthly averaged annual optical efficiency, 0.5025. Moreover, the insolation weighted daily averaged annual efficiency of the heliostat field was 0.5634 for Dhahran, Saudi Arabia. The code developed can be used for any other selected location.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Energy Conversion and Management - Volume 95, 1 May 2015, Pages 1–9
نویسندگان
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