Optimal Placement of Distributed Generation Units for Microgrid Planning in Distribution Networks

被引:21
作者
Shawon, Shah Mohammad Rezwanul Haque [1 ]
Liang, Xiaodong [1 ]
Janbakhsh, Mehrnoosh [2 ,3 ]
机构
[1] Univ Saskatchewan, Dept Elect & Comp Engn, Saskatoon, SK S7N 5A9, Canada
[2] Saskatoon Light & Power Saskatoon, Saskatoon, SK S7N 5A9, Canada
[3] BC Hydro & Power Author, Distribut Engn, Burnaby, BC V3N 4X8, Canada
关键词
AC optimal power flow; distributed generation; microgrid planning; non-linear programming; optimal placement; uncertainty modeling; DISTRIBUTION-SYSTEMS; OPTIMAL ALLOCATION; DESIGN; RELIABILITY; RESOURCES;
D O I
10.1109/TIA.2023.3236363
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Due to increasing penetration of renewable distributed generation (DG), conventional distribution networks have been gradually transforming into their active form, where microgrids may serve as fundamental building blocks. As the primary step towards microgrid planning, optimal DGs placement and sizing can reduce the total energy losses by localizing power supply to loads. In this paper, aDGoptimal placementmethod byminimizing the total energy losses is proposed, where the planning is formulated as a non-linear programming (NLP) problem. AC optimal power flow (OPF) is used to solve this planning problem by considering operational constraints and uncertainties in load and renewable power generation of the network. IEEE 33-bus test system and a real 404-bus distribution system operated by Saskatoon Light and Power in Saskatoon, Canada are used to validate the proposed method. The proposed method also shows superior performance compared to existing methods.
引用
收藏
页码:2785 / 2795
页数:11
相关论文
共 33 条
[1]   Decision Theory Criteria for the Planning of Distributed Energy Storage Systems in the Presence of Uncertainties [J].
Andreotti, Amedeo ;
Carpinelli, Guido ;
Mottola, Fabio ;
Proto, Daniela ;
Russo, Angela .
IEEE ACCESS, 2018, 6 :62136-62151
[2]  
[Anonymous], 2011, 154742011 IEEE, P1, DOI [DOI 10.1109/IEEESTD.2011.5960751, DOI 10.1109/IEEESTD.2011.5706451, 10.1109/IEEESTD.2011.5692956, DOI 10.1109/IEEESTD.2011.5692956]
[3]   DG Mix, Reactive Sources and Energy Storage Units for Optimizing Microgrid Reliability and Supply Security [J].
Arefifar, Seyed Ali ;
Mohamed, Yasser Abdel-Rady I. .
IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (04) :1835-1844
[4]   Probabilistic Optimal Reactive Power Planning in Distribution Systems With Renewable Resources in Grid-Connected and Islanded Modes [J].
Arefifar, Seyed Ali ;
Mohamed, Yasser Abdel-Rady I. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2014, 61 (11) :5830-5839
[5]   Comprehensive Operational Planning Framework for Self-Healing Control Actions in Smart Distribution Grids [J].
Arefifar, Seyed Ali ;
Mohamed, Yasser Abdel-Rady I. ;
EL-Fouly, Tarek H. M. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (04) :4192-4200
[6]   Optimum Microgrid Design for Enhancing Reliability and Supply-Security [J].
Arefifar, Seyed Ali ;
Mohamed, Yasser A. -R. I. ;
El-Fouly, Tarek H. M. .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (03) :1567-1575
[7]   Supply-Adequacy-Based Optimal Construction of Microgrids in Smart Distribution Systems [J].
Arefifar, Seyed Ali ;
Mohamed, Yasser Abdel-Rady I. ;
El-Fouly, Tarek H. M. .
IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (03) :1491-1502
[8]   Probabilistic approach for optimal allocation of wind-based distributed generation in distribution systems [J].
Atwa, Y. M. ;
El-Saadany, E. F. .
IET RENEWABLE POWER GENERATION, 2011, 5 (01) :79-88
[9]   Optimal Renewable Resources Mix for Distribution System Energy Loss Minimization [J].
Atwa, Y. M. ;
El-Saadany, E. F. ;
Salama, M. M. A. ;
Seethapathy, R. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) :360-370
[10]   Multiperiod Planning of Distribution Networks Under Competitive Electricity Market With Penetration of Several Microgrids, Part I: Modeling and Solution Methodology [J].
Boloukat, Mohammad Hadi Shaban ;
Foroud, Asghar Akbari .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (11) :4884-4894