Please use this identifier to cite or link to this item: https://scholarhub.balamand.edu.lb/handle/uob/3415
Title: Fuzzy decision trees in predicting electricity prices
Authors: Chouaifaty, Charbel
Frangieh, Salim
Advisors: Dagher, Issam 
Subjects: Data mining--Case studies
Fuzzy logic
Decision making--Data processing--Case studies
Issue Date: 2016
Abstract: 
Advancements and technologies have taken our planet to a higher level of living. In order to keep up with the times in a better and more efficient way, people tended to make major changes in their lives, whether economically, educationally or in many other fields. Because of the technology boost, electricity is nowadays considered to be one of the very most important implementations.involved. As the societies are willing to grow up, making life easier is on top of the objectives, and new innovations contributed in this fact: in deep of our concern, electricity is the main point. It is known that electricity price varies with multiple factors, but it is not obvious how the relation between the price and the factors is built. Therefore, came the idea of using the decision trees (DT) in monitoring and predicting the change in prices depending on the country itself, and on its surrounding. Based on this idea, our goal from this project is to implement an improved version of the DT, which is the fuzzy DT, in order to deal with the ability to discover how the electricity price in Denmark and inter-state power exchange, power generation, wind speed and other data are related with each other, as well as to predict the price of Denmark electricity based on these given data and on the algorithm of the fuzzy DT, and finally to compare the results in terms of accuracy under both methods.
Description: 
Includes bibliographical references (p. 57-60).

Supervised by Dr. Issam Dagher.
URI: https://scholarhub.balamand.edu.lb/handle/uob/3415
Rights: This object is protected by copyright, and is made available here for research and educational purposes. Permission to reuse, publish, or reproduce the object beyond the personal and educational use exceptions must be obtained from the copyright holder
Ezproxy URL: Link to full text
Type: Project
Appears in Collections:UOB Theses and Projects

Show full item record

Record view(s)

2
checked on Oct 18, 2021

Google ScholarTM

Check


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.