عنوان فارسی مقاله: | مدلسازی منحنی توان توربین بادی با استفاده از شبکه عصبی مصنوعی |
عنوان انگلیسی مقاله: | Wind turbine power curve modelling using artificial neural network |
چکیده
1. مقدمه
2. مدلسازی منحنی توان توربین باد
2. روشهای گسسته
2.2 روشهای پارامتری
3.2 روش غیرپارامتری
2.4 روشهای تصادفی
3. توصیف دیتابیس (اطلاعات پایه)
3.1 پیش پردازش دادهها
3.2 پارامترهای بدست آمده
3.3 نمونه گیری مجدد دیتابیس
3-4 تجزیه و تحلیل همبستگی
4. جزئیات مدلسازی ANN
4.1 آموزش ANN
5. اعتبار سنجی مدل ANN
6. نتایج
6.1 مقایسه منحنی توان
6.2 محاسبه خطا برای هر سرعت باد
6.3 محاسبه خطای وزن
7. نتیجه گیری
کلمات کلدی :
Artificial neural network models for prediction of cardiovascular ... https://www.ncbi.nlm.nih.gov › NCBI › Literature › PubMed Central (PMC) by J Liu - 2013 - Cited by 11 - Related articles Jul 31, 2013 - An artificial neural network (ANN) refers to a mathematical model .... analyzed using a receiver-operating characteristic (ROC) curve and area ... Artificial neural network models for prediction of acute coronary ... - NCBI https://www.ncbi.nlm.nih.gov/pubmed/16271675 by RF Harrison - 2005 - Cited by 82 - Related articles Area under the ROC curve (with standard error) was 0.97 (0.006). ... ROC curves for logistic regression and artificial neural network models applied to data from ... [PDF]Rainfall-Runoff Modelling Using Artificial Neural Networks - TU Delft ... repository.tudelft.nl/islandora/object/uuid:1ddd79b1-becb-4024-82e7.../download Rainfall-Runoff Modelling Using Artificial Neural Networks ...... where α is a parameter that defines the wideness of the Gauss curve, as illustrated below. Monthly rainfall–runoff modelling using artificial neural networks www.tandfonline.com/doi/pdf/10.1080/02626667.2011.559949 by F Machado - 2011 - Cited by 29 - Related articles Monthly rainfall–runoff modelling using artificial neural networks. Fernando Machado .... 2000), fitting rating curves (Machado et al., 2005), among others. HYDROLOGY AND WATERSHED MANAGEMENT: Ecosystem Resilience-Rural and ... https://books.google.com/books?isbn=8184249527 K. Ramamohan Reddy, B. Venkateswara Rao, C. Sarala - 2014 - Resilience (Ecology) Kisi, O., “River flow modeling using artificial neural network”, Journal of Hydrologic ... Modelling Using Artificial Neural Networks and Sediment Rating Curve.