Estimation of Load Pattern for Optimal Planning of Stand-Alone Microgrid Networks

被引:4
作者
Lee, Chang Koo [1 ]
Bhang, Byeong Gwan [2 ]
Kim, David Kwangsoon [2 ]
Lee, Sang Hun [1 ]
Cha, Hae Lim [2 ]
Ahn, Hyung Keun [2 ]
机构
[1] Korea Inst Energy Technol Evaluat & Planning, Energy Technol Demonstrat Div, 114 Gil,14 Teheran, Seoul 06175, South Korea
[2] Konkuk Univ, Dept Elect Engn, 120 Neungdong, Seoul 05029, South Korea
关键词
microgrid; renewable energy resources; load pattern estimation; energy storage system (ESS); optimal planning; zero energy network; DESIGN;
D O I
10.3390/en11082012
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This paper proposes a method for estimating the load pattern for optimal planning of stand-alone renewable microgrids and verifies when the basic data for microgrid design are limited. To estimate a proper load pattern for optimal microgrid design when the data obtained in advance are insufficient, the least squares method is used to compare the similarity of annual power consumption between the subject area and eight islands in Korea whose actual load patterns were previously obtained. Similarity is compared in terms of annual (every month), seasonal, bi-monthly, and monthly averages. To verify the validity of the proposed estimation method, the applied proposed estimation method is used for two islands that have already installed a microgrid consisting of photovoltaic, wind power, energy storage systems, and diesel generators. In comparing the actual data from the two islands, the costs of electricity in terms of microgrid operations show improvements of 37.2% and 29.8%, respectively.
引用
收藏
页数:16
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