ROBUST FUZZY MODELS FOR ULTRASONIC POLYMER DEGRADATION

Home Page
About
Submit A Journal
Submit A Conference
Submit Paper/Book
- Submit a Preprint
- Submit a Book
Contact

Yalvaç Akademi Dergisi
Cilt: 10 Sayı: 1
ROBUST FUZZY MODELS FOR ULTRASONIC POLYMER DEGRADATION

ROBUST FUZZY MODELS FOR ULTRASONIC POLYMER DEGRADATION

Authors : Onur İnan, Ali Özhan Akyüz

Pages : 40-51

Doi:10.57120/yalvac.1644658

View : 16 | Download : 25

Publication Date : 2025-03-27

Article Type : Research Paper

Abstract :Fuzzy Logic Models are practical solutions to reach a definite conclusion in data sets with uncertain, complicated, and incomplete input data. Owing to these models, achieving the desired outputs with very low error in large data sets obtained theoretically or experimentally is possible. In this study, a subtractive clustering based fuzzy model approach has been presented to analyze the ultrasonic polymer degradation. Fuzzy models include obtaining cluster centers from the data set, preparing a fuzzy rule-based linear equation system, and optimizing parameters for the least error. The designed fuzzy models have high accuracy and clearly express ultrasonic degradation behavior
Keywords : Ultrasound, Polymer Degradation, Subtractive Fuzzy Clustering, Fuzzy Inference System, Fuzzy Modeling.

ORIGINAL ARTICLE URL

VIEW PAPER (PDF)

* There may have been changes in the journal, article,conference, book, preprint etc. informations. Therefore, it would be appropriate to follow the information on the official page of the source. The information here is shared for informational purposes. IAD is not responsible for incorrect or missing information.