Reliable Islanded Microgrid Operation Using Dynamic Optimal Power Management

被引:27
作者
Harasis, Salman [1 ]
Sozer, Yilmaz [1 ]
Elbuluk, Malik [1 ]
机构
[1] Univ Akron, Dept Elect & Comp Engn, Akron, OH 44325 USA
关键词
Batteries; Microgrids; Reliability; State of charge; Optimization; Generators; Control systems; Economic power-sharing; microgrid; optimal battery state of charge (SOC); optimal power; optimization algorithm; particle swarm optimization (PSO); photovoltaic (PV); power flow; reliability; ENERGY; SYSTEM; RELIABILITY; DEMAND;
D O I
10.1109/TIA.2020.3047587
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The tradeoff between the operating cost and the reliability of microgrids imposes challenges of having cost-effective power dispatch and reliable operations. The work presented in this article optimally solves this issue in a microgrid that contains photovoltaic (PV), dispatchable generator, and storage battery. Flexible control algorithms are developed to enable high penetration of PV power in islanded microgrids such that the challenge of having a cost-effective and reliable operation can be mitigated. This is achieved by creating a power flow optimization framework that considers all variables associated with the system operation. Particle swarm optimization is utilized to effectively optimize the power flow among the integrated sources and to dynamically schedule the battery state of charge. The proposed controller of each source works to fulfill the requirements of the optimization. The energy index of reliability is employed as a direct measure to quantify the reliability level of the microgrid. The effectiveness of the proposed approach is demonstrated by simulations and validated by experimental studies.
引用
收藏
页码:1755 / 1766
页数:12
相关论文
共 41 条
[11]  
Eddahech A, 2012, IEEE ENER CONV, P4501, DOI 10.1109/ECCE.2012.6342209
[12]   Modeling and Control Design of Microgrid-Connected PV-Based Sources [J].
Elrayyah, Ali ;
Sozer, Yilmaz ;
Elbuluk, Malik E. .
IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN POWER ELECTRONICS, 2014, 2 (04) :907-919
[13]  
Fang JY, 2017, IEEE ENER CONV, P4267, DOI 10.1109/ECCE.2017.8096737
[14]   A CONCISE METHOD FOR CALCULATING EXPECTED UNSERVED ENERGY IN GENERATING-SYSTEM RELIABILITY-ANALYSIS [J].
FOCKENS, S ;
VANWIJK, AJM ;
TURKENBURG, WC ;
SINGH, C .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1991, 6 (03) :1085-1091
[15]   Understanding the Limitations of Particle Swarm Algorithm for Dynamic Optimization Tasks: A Survey Towards the Singularity of PSO for Swarm Robotic Applications [J].
Gbenga, Dada Emmanuel ;
Ramlan, Effirul Ikhwan .
ACM COMPUTING SURVEYS, 2016, 49 (01)
[16]   Energy Analyzer Emulator for Microgrid Implementation and Demonstration and Respective Gateway [J].
Gomes, Luis ;
Faria, Pedro ;
Vale, Zita A. ;
Silva, Jorge .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2019, 55 (01) :134-144
[17]   Frequency Stability of Hierarchically Controlled Hybrid Photovoltaic-Battery-Hydropower Microgrids [J].
Guan, Yajuan ;
Vasquez, Juan C. ;
Guerrero, Josep M. ;
Wang, Yibo ;
Feng, Wei .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2015, 51 (06) :4729-4742
[18]  
Harasis S, 2019, APPL POWER ELECT CO, P3274, DOI 10.1109/APEC.2019.8721991
[19]  
Harasis S, 2018, IEEE ENER CONV, P437, DOI 10.1109/ECCE.2018.8558043
[20]   Optimal Chance-Constrained Scheduling of Reconfigurable Microgrids Considering Islanding Operation Constraints [J].
Hemmati, Mohammad ;
Mohammadi-Ivatloo, Behnam ;
Abapour, Mehdi ;
Anvari-Moghaddam, Amjad .
IEEE SYSTEMS JOURNAL, 2020, 14 (04) :5340-5349