Thermal power forecasting of solar power tower system by combining mechanism modeling and deep learning method

Energy ◽  
2020 ◽  
Vol 208 ◽  
pp. 118403
Author(s):  
Jianxing Wang ◽  
Lili Guo ◽  
Chengying Zhang ◽  
Lei Song ◽  
Jiangyong Duan ◽  
...  
2015 ◽  
Vol 1116 ◽  
pp. 94-129 ◽  
Author(s):  
Maimoon Atif ◽  
Fahad A. Al-Sulaiman

This chapter starts with a background about concentrating solar power systems and thermal energy storage systems and then a detailed literature review about concentrated solar power systems and supercritical Brayton carbon dioxide cycles. Next, a mathematical model was developed and presented which generates and optimizes a heliostat field effectively. This model was developed to demonstrate the optimization of a heliostat field using differential evolution, which is an evolutionary algorithm. The current model illustrates how to employ the developed model and its advantages. The optimization process calculates the optical performance parameters at every step of the optimization considering all the heliostats; thus yields accurate results as discussed in this chapter. On the other hand, complete mathematical model of supercritical CO2Brayton cycles when integrated with solar thermal power tower system was presented and discussed.


2018 ◽  
Vol 225 ◽  
pp. 04003
Author(s):  
Hashem Shatnawi ◽  
Chin Wai Lim ◽  
Firas Basim Ismail

This study delves into several engineering procedures related to solar power tower plants. These installations come with central receiver system technologies and high-temperature power cycles. Besides a summary emphasizing on the fundamental components of a solar power tower, this paper also forwards a description of three receiver designs. Namely, these are the tubular receiver, the volumetric receiver and the direct absorber receiver. A variety of heat transfer mediums were assessed, while a comprehensive explanation was provided on the elements of external solar cylindrical receivers. This explanation covers tube material, molten salt, tube diameter and heat flux.


2017 ◽  
Vol 4 (2) ◽  
pp. 223-230
Author(s):  
Wenjun Huang ◽  
Yingmei Qi ◽  
Fuxing Yi ◽  
Dewen Li ◽  
Hao Wang

Author(s):  
Ali Khosravi ◽  
Mohammad Malekan ◽  
Juan Jose Garcia Pabon ◽  
Mamdouh El Haj Assad

2020 ◽  
Vol 160 ◽  
pp. 498-512
Author(s):  
Yeguang Hu ◽  
Zhigang Xu ◽  
Chaoying Zhou ◽  
Jianjun Du ◽  
Yingxue Yao

2021 ◽  
Vol 48 ◽  
pp. 101599
Author(s):  
MohammadAmin Javadi ◽  
Niloofar Jafari Najafi ◽  
Mani Khalili Abhari ◽  
Roohollah Jabery ◽  
Hamidreza Pourtaba

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