التفاصيل البيبلوغرافية
| العنوان: |
Analysis Load Forecasting of Power System Using of Fuzzy Logic and Artificial Neural Network |
| المؤلفون: |
Ammar, Naji, Sulaiman, Marizan, Mohamad Nor, Ahmad Fateh |
| المساهمون: |
Center for Robotics and Industrial Automation (CeRIA), Faculty of Electrical Engineering, Universiti Teknikal Malaysia Melaka |
| المصدر: |
Journal of Telecommunication, Electronic and Computer Engineering (JTEC); Vol 9, No 3: July - September 2017; 181-192 ; 2289-8131 ; 2180-1843 |
| بيانات النشر: |
Journal of Telecommunication, Electronic and Computer Engineering (JTEC) |
| سنة النشر: |
2017 |
| المجموعة: |
Universiti Teknikal Malaysia Melaka: UTeM Open Journal System |
| مصطلحات موضوعية: |
Electrical Engineering, ANFIS, Artificial Neural Networks (ANN), Fuzzy Logic (FL), Load Forecasting, Power system |
| الوصف: |
Load forecasting is a vital element in the energy management of function and execution purpose throughout the energy power system. Power systems problems are complicated to solve because power systems are huge complex graphically widely distributed and are influenced by many unexpected events. This paper presents the analysis of load forecasting using fuzzy logic (FL), artificial neural network (ANN) and ANFIS. These techniques are utilized for both short term and long-term load forecasting. ANN and ANFIS are used to improve the results obtained through the FL. It also studied the effects of humidity, temperature and previous load on Load Forecasting. The simulation is done by the Simulink environment of MATLAB software. |
| نوع الوثيقة: |
article in journal/newspaper |
| وصف الملف: |
application/pdf |
| اللغة: |
English |
| Relation: |
https://journal.utem.edu.my/index.php/jtec/article/view/1560/1899; https://journal.utem.edu.my/index.php/jtec/article/view/1560 |
| الاتاحة: |
https://journal.utem.edu.my/index.php/jtec/article/view/1560 |
| Rights: |
TRANSFER OF COPYRIGHT AGREEMENTThe manuscript is herewith submitted for publication in the Journal of Telecommunication, Electronic and Computer Engineering (JTEC). It has not been published before, and it is not under consideration for publication in any other journals. It contains no material that is scandalous, obscene, libelous or otherwise contrary to law. When the manuscript is accepted for publication, I, as the author, hereby agree to transfer to JTEC, all rights including those pertaining to electronic forms and transmissions, under existing copyright laws, except for the following, which the author(s) specifically retain(s):All proprietary right other than copyright, such as patent rightsThe right to make further copies of all or part of the published article for my use in classroom teachingThe right to reuse all or part of this manuscript in a compilation of my own works or in a textbook of which I am the author; andThe right to make copies of the published work for internal distribution within the institution that employs meI agree that copies made under these circumstances will continue to carry the copyright notice that appears in the original published work. I agree to inform my co-authors, if any, of the above terms. I certify that I have obtained written permission for the use of text, tables, and/or illustrations from any copyrighted source(s), and I agree to supply such written permission(s) to JTEC upon request. |
| رقم الانضمام: |
edsbas.F26AB914 |
| قاعدة البيانات: |
BASE |