A Novel Automatic Generation Control Method Based on the Ecological Population Cooperative Control for the Islanded Smart Grid
المؤلفون المشاركون
Xi, Lei
Li, Yudan
Huang, Yuehua
Lu, Ling
Chen, Jianfeng
المصدر
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-17، 17ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-08-23
دولة النشر
مصر
عدد الصفحات
17
التخصصات الرئيسية
الملخص EN
To achieve automatic generation control coordination in the islanded smart grid environment resulted from the increasing penetration of renewable energy, a novel ecological population cooperative control (EPCC) strategy is proposed in this paper.
The proposed EPCC, based on the new win-loss criterion and the time tunnel idea, can compute the win-loss criterion accurately and converge to Nash equilibrium rapidly.
Moreover, based on a multiagent system stochastic consensus game (MAS-SCG) framework, a frequent information exchange between agents (AGC units) is implemented to rapidly calculate optimal power command, which achieves the optimal cooperative control of the islanded smart grid.
The PDWoLF-PHC(λ), WPH strategy (wolf pack hunting), DWoLF-PHC(λ), Q(λ)-learning, and Q-learning are implemented into the islanded smart grid model for the control performance analysis.
Two case studies have been done, including the modified IEEE standard two-area load frequency control power system model and the islanded smart grid model with distributed energy and microgrids.
The effectiveness, stronger robustness, and better adaptability in the islanded smart grid of the proposed method are verified.
Compared with five other smart ones, EPCC can improve convergence speed than that of others by nearly 33.9%–50.1% and the qualification rate of frequency assessment effectively by 2%–64% and can reduce power generation cost.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xi, Lei& Li, Yudan& Huang, Yuehua& Lu, Ling& Chen, Jianfeng. 2018. A Novel Automatic Generation Control Method Based on the Ecological Population Cooperative Control for the Islanded Smart Grid. Complexity،Vol. 2018, no. 2018, pp.1-17.
https://search.emarefa.net/detail/BIM-1133248
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xi, Lei…[et al.]. A Novel Automatic Generation Control Method Based on the Ecological Population Cooperative Control for the Islanded Smart Grid. Complexity No. 2018 (2018), pp.1-17.
https://search.emarefa.net/detail/BIM-1133248
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xi, Lei& Li, Yudan& Huang, Yuehua& Lu, Ling& Chen, Jianfeng. A Novel Automatic Generation Control Method Based on the Ecological Population Cooperative Control for the Islanded Smart Grid. Complexity. 2018. Vol. 2018, no. 2018, pp.1-17.
https://search.emarefa.net/detail/BIM-1133248
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1133248
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر