An Optimization Model and Modified Harmony Search Algorithm for Microgrid Planning with ESS
Joint Authors
Tan, Zhongfu
Tan, Qingkun
Wang, Guan
Jiao, Yang
Wu, Jing
Source
Discrete Dynamics in Nature and Society
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-08-03
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
To solve problems such as the high cost of microgrids (MGs), balance between supply and demand, stability of system operation, and optimizing the MG planning model, the energy storage system (ESS) and harmony search algorithm (HSA) are proposed.
First, the conventional MG planning optimization model is constructed and the constraint conditions are defined: the supply and demand balance and reserve requirements.
Second, an ESS is integrated into the optimal model of MG planning.
The model with an ESS can solve and identify parameters such as the optimal power, optimal capacity, and optimal installation year.
Third, the convergence speed and robustness of the ESS are optimized and improved.
A case study comprising three different cases concludes the paper.
The results show that the modified HSA (MHSA) can effectively improve the stability and economy of MG operation with an ESS.
American Psychological Association (APA)
Jiao, Yang& Wu, Jing& Tan, Qingkun& Tan, Zhongfu& Wang, Guan. 2017. An Optimization Model and Modified Harmony Search Algorithm for Microgrid Planning with ESS. Discrete Dynamics in Nature and Society،Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1151823
Modern Language Association (MLA)
Jiao, Yang…[et al.]. An Optimization Model and Modified Harmony Search Algorithm for Microgrid Planning with ESS. Discrete Dynamics in Nature and Society No. 2017 (2017), pp.1-11.
https://search.emarefa.net/detail/BIM-1151823
American Medical Association (AMA)
Jiao, Yang& Wu, Jing& Tan, Qingkun& Tan, Zhongfu& Wang, Guan. An Optimization Model and Modified Harmony Search Algorithm for Microgrid Planning with ESS. Discrete Dynamics in Nature and Society. 2017. Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1151823
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1151823