Multiobjective Transmission Network Planning considering the Uncertainty and Correlation of Wind Power
المؤلفون المشاركون
Gao, Yujie
Bie, Zhaohong
Lin, Yanling
Ning, Guangtao
Hu, Yuan
Chen, Mingfan
المصدر
Journal of Applied Mathematics
العدد
المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2014-06-30
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
In order to consider the uncertainty and correlation of wind power in multiobjective transmission network expansion planning (TNEP), this paper presents an extended point-estimation method to calculate the probabilistic power flow, based on which the correlative power outputs of wind farm are sampled and the uncertain multiobjective transmission network planning model is transformed into a solvable deterministic model.
A modified epsilon multiobjective evolutionary algorithm is used to solve the above model and a well-distributed Pareto front is achieved, and then the final planning scheme can be obtained from the set of nondominated solutions by a fuzzy satisfied method.
The proposed method only needs the first four statistical moments and correlation coefficients of the output power of wind farms as input information; the modeling of wind power is more precise by considering the correlation between wind farms, and it can be easily combined with the multiobjective transmission network planning model.
Besides, as the self-adaptive probabilities of crossover and mutation are adopted, the global search capabilities of the proposed algorithm can be significantly improved while the probability of being stuck in the local optimum is effectively reduced.
The accuracy and efficiency of the proposed method are validated by IEEE 24 as well as a real system.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Hu, Yuan& Bie, Zhaohong& Lin, Yanling& Ning, Guangtao& Chen, Mingfan& Gao, Yujie. 2014. Multiobjective Transmission Network Planning considering the Uncertainty and Correlation of Wind Power. Journal of Applied Mathematics،Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-454554
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Hu, Yuan…[et al.]. Multiobjective Transmission Network Planning considering the Uncertainty and Correlation of Wind Power. Journal of Applied Mathematics No. 2014 (2014), pp.1-12.
https://search.emarefa.net/detail/BIM-454554
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Hu, Yuan& Bie, Zhaohong& Lin, Yanling& Ning, Guangtao& Chen, Mingfan& Gao, Yujie. Multiobjective Transmission Network Planning considering the Uncertainty and Correlation of Wind Power. Journal of Applied Mathematics. 2014. Vol. 2014, no. 2014, pp.1-12.
https://search.emarefa.net/detail/BIM-454554
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-454554
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