Adaptive energy consumption scheduling of multi-microgrid using whale optimization algorithm

被引:2
作者
Abedini, Mohamad [1 ]
Mostafai, Mohamad [2 ]
机构
[1] Ayatollah Boroujerdi Univ, Fac Engn, Dept Elect Engn, Boroujerd, Iran
[2] Islamic Azad Univ Dorood, Fac Engn, Lorestan Branch, Dorood, Iran
关键词
Wind turbine; battery; optimization; uncertainty; DISTRIBUTION NETWORKS; OPTIMAL OPERATION; GENERATION; SYSTEMS; RELIABILITY; MANAGEMENT;
D O I
10.1142/S1793962321500367
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we investigated the day-ahead scheduling of network consisting of several distributed generation sources and connected loads. This scheduling is an optimization problem that has two objective functions, namely, operating costs and the cost caused by the emission of pollutants. In this scheduling, while introducing a new structure for micro-grid utilization, the possibility of exchanging power among networks and exchanging power between networks and the upstream distribution network is provided. The uncertainty of distributed wind generation sources and solar units has been investigated using appropriate probabilistic distributions. Incent-driven load-responsiveness management programs have been used as to encourage subscribers to reduce their power consumption during high-load hours. Whale optimization algorithm has been used for scheduling of network.
引用
收藏
页数:19
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共 28 条
[1]   A Novel and Generalized Three-Phase Power Flow Algorithm for Islanded Microgrids Using a Newton Trust Region Method [J].
Abdelaziz, Morad Mohamed Abdelmageed ;
Farag, Hany E. ;
El-Saadany, Ehab F. ;
Mohamed, Yasser Abdel-Rady I. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2013, 28 (01) :190-201
[2]   Adequacy Evaluation of Distribution System Including Wind/Solar DG During Different Modes of Operation [J].
Atwa, Y. M. ;
El-Saadany, E. F. ;
Salama, M. M. A. ;
Seethapathy, R. ;
Assam, M. ;
Conti, S. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2011, 26 (04) :1945-1952
[3]   Overview of control and grid synchronization for distributed power generation systems [J].
Blaabjerg, Frede ;
Teodorescu, Remus ;
Liserre, Marco ;
Timbus, Adrian V. .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2006, 53 (05) :1398-1409
[4]   Optimal Dispatching of Distributed Generators and Storage Systems for MV Islanded Microgrids [J].
Conti, S. ;
Nicolosi, R. ;
Rizzo, S. A. ;
Zeineldin, H. H. .
IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (03) :1243-1251
[5]   Optimal scheduling of distributed generations in microgrids for reducing system peak load based on load shifting [J].
Ebrahimi, Javad ;
Abedini, Mohammad ;
Rezaei, Mohammad Mahdi .
SUSTAINABLE ENERGY GRIDS & NETWORKS, 2020, 23
[6]   Coordinated dispatch in multiple cooperative autonomous islanded microgrids [J].
Fang, Xinli ;
Yang, Qiang ;
Wang, Jianhui ;
Yan, Wenjun .
APPLIED ENERGY, 2016, 162 :40-48
[7]   Adaptive Energy Consumption Scheduling for Connected Microgrids Under Demand Uncertainty [J].
Fathi, Mohammad ;
Bevrani, Hassan .
IEEE TRANSACTIONS ON POWER DELIVERY, 2013, 28 (03) :1576-1583
[8]   Hierarchical frequency control scheme for islanded multi-microgrids operation [J].
Gil, Nuno Jose ;
Lopes, J. A. Pecas .
2007 IEEE LAUSANNE POWERTECH, VOLS 1-5, 2007, :473-478
[9]   Challenges in the reliability and maintainability data collection for offshore wind turbines [J].
Hameed, Z. ;
Vatn, J. ;
Heggset, J. .
RENEWABLE ENERGY, 2011, 36 (08) :2154-2165
[10]   Microgrids [J].
Hatziargyriou, Nikos ;
Asano, Hiroshi ;
Iravani, Reza ;
Marnay, Chris .
IEEE POWER & ENERGY MAGAZINE, 2007, 5 (04) :78-94