Authors | Hamid Falaghi,Maryam Ramezani |
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Journal | International Journal of Engineering |
Page number | 876-886 |
Serial number | 37 |
Volume number | 5 |
Paper Type | Full Paper |
Published At | 2024 |
Journal Grade | Scientific - research |
Journal Type | Typographic |
Journal Country | Iran, Islamic Republic Of |
Journal Index | JCR،isc،Scopus |
Abstract
With the growing movement of using direct current (DC) load demands, as well as DC distribution generations (DGs), the distribution system has undergone significant changes on the production and demand side. Due to alternating current (AC) and DC generators and load demands, it is not cost-effective to continue in the AC distribution system. Therefore, AC/DC hybrid distribution system planning is economical despite various demands and generations. On the other hand, uncertainty in load demand and output power of DGs cause the possible behavior of the distribution system. This behavior leads to risk in the distribution system. In this paper, the AC/DC distribution system planning is discussed by considering the risk. The planning problem in the matrix laboratory and general algebraic modeling system (MATLAB/GAMS) hybrid space has been formulated and solved. The algorithm of K-means takes into consideration the uncertainty related to renewable DG output power and load variability. To verify the proposed method, it was implemented in a sample distribution system.
tags: DGs, Load demands, MATLAB/GAMS hybrid, K-means