“Section to Point” Correction Method for Wind Power Forecasting Based on Cloud Theory
المؤلفون المشاركون
Liu, Dunnan
Hu, Yu
Xu, Yujie
Li, Canbing
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-10، 10ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-02-22
دولة النشر
مصر
عدد الصفحات
10
التخصصات الرئيسية
الملخص EN
As an intermittent energy, wind power has the characteristics of randomness and uncontrollability.
It is of great significance to improve the accuracy of wind power forecasting.
Currently, most models for wind power forecasting are based on wind speed forecasting.
However, it is stuck in a dilemma called “garbage in, garbage out,” which means it is difficult to improve the forecasting accuracy without improving the accuracy of input data such as the wind speed.
In this paper, a new model based on cloud theory is proposed.
It establishes a more accurate relational model between the wind power and wind speed, which has lots of catastrophe points.
Then, combined with the trend during adjacent time and the laws of historical data, the forecasting value will be corrected by the theory of “section to point” correction.
It significantly improves the stability of forecasting accuracy and reduces significant forecasting errors at some particular points.
At last, by analyzing the data of generation power and historical wind speed in Inner Mongolia, China, it is proved that the proposed method can effectively improve the accuracy of wind speed forecasting.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Liu, Dunnan& Hu, Yu& Xu, Yujie& Li, Canbing. 2015. “Section to Point” Correction Method for Wind Power Forecasting Based on Cloud Theory. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1074995
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Liu, Dunnan…[et al.]. “Section to Point” Correction Method for Wind Power Forecasting Based on Cloud Theory. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1074995
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Liu, Dunnan& Hu, Yu& Xu, Yujie& Li, Canbing. “Section to Point” Correction Method for Wind Power Forecasting Based on Cloud Theory. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1074995
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1074995
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