Open access Jurnal SINTA 1
A Neuro-fuzzy Approach for Predicting Load Peak Profile
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 5 No. 6 (2015)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2015-12-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
Load forecasting has many applications for power systems, including energy purchasing and generation, load switching, contract evaluation, and infrastructure development. Load forecasting is a complex mathematical process characterized by random data and a multitude of input variables.To solve load forecasting, two different approaches are used, the traditional and the intelligent one.Intelligent systems have proved their efficiency in load forecasting domain. Adaptive neuro-fuzzy inference systems (ANFIS) are a combination of two intelligent techniques where we can get neural networks and fuzzy logics advantages simultaneously. In this paper, we will forecast night load peak of Algerian power system using multivariate input adaptive neuro-fuzzy inference system (ANFIS) introducing the effect of the temperature and type of the day as input variables.
Collaboration network of the authors
16 authors · 30 co-authorship links · 3 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- University Frères Mentouri Constantine 1
- Mohamed-Cherif Messaadia University
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Adel Bouchahed | University Frères Mentouri Constantine 1 | 3 |
| Mohamed Assabaa | University Frères Mentouri Constantine 1 | 3 |
| Ahmed Belhani | University Frères Mentouri Constantine 1 | 2 |
| Boucetta Abdou Abdallah | Affiliation unknown | 1 |
| Boucetta Abd Allah | University Frères Mentouri Constantine 1 | 1 |
| Fetissi Selwa | University Frères Mentouri Constantine 1 | 1 |
| Labed Imen | University Frères Mentouri Constantine 1 | 1 |
| Hocine Sekhane | University Frères Mentouri Constantine 1 | 1 |
| Omar Feddaoui | Mohamed-Cherif Messaadia University | 1 |
| Riad Toufouti | Mohamed-Cherif Messaadia University | 1 |
| Salima Meziane | Mohamed-Cherif Messaadia University | 1 |
| Fateh Makhloufi | University Frères Mentouri Constantine 1 | 1 |
| Boudjemaa Mehimmedetsi | Affiliation unknown | 1 |
| Boudjema Mehimmedetsi | Affiliation unknown | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.