کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
7541057 | 1489046 | 2018 | 22 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A novel structure-adaptive intelligent grey forecasting model with full-order time power terms and its application
ترجمه فارسی عنوان
یک مدل پیش بینی سازنده هوشمند خاکستری با ساختار جدید با شرایط قدرت کامل زمان و کاربرد آن
دانلود مقاله + سفارش ترجمه
دانلود مقاله ISI انگلیسی
رایگان برای ایرانیان
موضوعات مرتبط
مهندسی و علوم پایه
سایر رشته های مهندسی
مهندسی صنعتی و تولید
چکیده انگلیسی
The paper proposed a novel adaptive intelligent grey forecasting model (FOTP-GM(1,1)), which has alterable structure that can be changed automatically according to actual application. It shows high forecasting precision and can simulate accurately three kinds of raw data sequences: one is homogeneous exponential sequence; another is non-homogeneous exponential sequence with constant, velocity and acceleration terms; the third is regressive linear sequence. The practicality and effectiveness was verified by comparison with other first-order models with one variable such as GM(1,1), NGM(1,1,k), DGM(1,1), NDGM, SAIGM, and GM(1,1,tα). Then the proposed model has been employed to predict China's total production volume of hydropower, nuclear power and wind power successfully.143
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers & Industrial Engineering - Volume 120, June 2018, Pages 53-67
Journal: Computers & Industrial Engineering - Volume 120, June 2018, Pages 53-67
نویسندگان
Shoujun Li, Xiaoping Ma, Chunyu Yang,