دورية أكاديمية
POWER SYSTEM PLANNING USING ANN WITH FUZZY LOGIC AND WAVELET ANALYSIS
| العنوان: | POWER SYSTEM PLANNING USING ANN WITH FUZZY LOGIC AND WAVELET ANALYSIS |
|---|---|
| المؤلفون: | V. Dharma Dharshin, R. Rekha, R. Vidhyapriya |
| المصدر: | ICTACT Journal on Soft Computing, Vol 7, Iss 1, Pp 1319-1323 (2016) |
| بيانات النشر: | ICT Academy of Tamil Nadu, 2016. |
| سنة النشر: | 2016 |
| المجموعة: | LCC:Computer engineering. Computer hardware |
| مصطلحات موضوعية: | Artificial Neural Networks, Regression Analysis, Fuzzy Logic, Power System Planning, Wavelet Analysis, Computer engineering. Computer hardware, TK7885-7895 |
| الوصف: | The electricity load required for the forthcoming years are predetermined by means of power system planning. Accuracy is the crucial factor that must be taken care of in the power system planning. Electricity is generally volatile, that is it changes and hence appropriate estimation must be done without leading to overestimation or underestimation. The aim of the project is to do appropriate power estimation with the help of the economic factors. The 9 input factors used are GDP, industry, imports, CO2 emission, exports, services, manufacturing, population, per capita consumption. The proposed methodology is done by means of Neural Network concept and Wavelet Analysis. Regression Analysis is also performed and the comparisons are done using Fuzzy Logic. The nonlinear model, Artificial Neural Network and the Wavelet Analysis are found to be more accurate and effective. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 0976-6561 2229-6956 |
| Relation: | http://ictactjournals.in/ArticleDetails.aspx?id=2696; https://doaj.org/toc/0976-6561; https://doaj.org/toc/2229-6956 |
| URL الوصول: | https://doaj.org/article/6d64e24009464024986ec4f9ac9c8ecc |
| رقم الأكسشن: | edsdoj.6d64e24009464024986ec4f9ac9c8ecc |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 09766561 22296956 |
|---|