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Smart distribution grid multistage expansion planning under load forecasting uncertainty
被引:24
|作者:
Ravadanegh, Sajad Najafi
[1
]
Jahanyari, Nazanin
[1
]
Amini, Arman
[1
]
Taghizadeghan, Navid
[1
]
机构:
[1] Azarbaijan Shahid Madani Univ, Smart Distribut Grid Res Lab, Dept Elect Engn, Tabriz, Iran
关键词:
POWER-FLOW;
PART II;
GENERATION;
MODEL;
D O I:
10.1049/iet-gtd.2015.0673
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
The optimal distribution system planning (ODSP) is a complicated problem with multi-objective function and multi-constraints. The complexity of the problem is increased in smart distribution grids with uncertainties in both load and generation. In this study, problem of optimal smart distribution grids multistage expansion planning is presented in which reinforcement or installation time, capacity and location of MV substation and DER are taken into consideration. The binary global search optimization algorithm is proposed to solve the ODSP problem. The proposed cost function considers the capital investment, operation and the levelized energy cost (LEC) of each energy source. Loss characteristic matrix has been used for locating of MV substation and DER. The aspect of modeling under load growth uncertainty and multistage planning and multiple objective functions which are related to ODSP problem are considered in an integrated model. The multistage planning procedure is proposed to consider the pseudo-dynamic behavior of planning and continuing growth of demand. Load uncertainty is represented by point estimated approach and the results are compared with the Monte Carlo simulation (MCS). Presented methodology has been tested from base to long-term period on distribution network. The obtained results confirm the ability and validity of the presented method.
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页码:1136 / 1144
页数:9
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