An Optimization Model and Modified Harmony Search Algorithm for Microgrid Planning with ESS

المؤلفون المشاركون

Tan, Zhongfu
Tan, Qingkun
Wang, Guan
Jiao, Yang
Wu, Jing

المصدر

Discrete Dynamics in Nature and Society

العدد

المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-11، 11ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2017-08-03

دولة النشر

مصر

عدد الصفحات

11

التخصصات الرئيسية

الرياضيات

الملخص 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.

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1151823