Application of ensemble classification method for power transformers condition assessment

2017 ◽  
Author(s):  
Ayman Othman ◽  
Monsef Tahir ◽  
Ramadan El Shatshat ◽  
Khaled Shaban
Keyword(s):  
Condition Assessment ◽  
Ensemble Classification ◽  
Classification Method ◽  
Power Transformers

Condition assessment of power transformers based on multi-attributes using fuzzy logic

2017 ◽  
Vol 11 (8) ◽  
pp. 983-990 ◽  
Author(s):  
Chilaka Ranga ◽  
Ashwani Kumar Chandel ◽  
Rajeevan Chandel
Keyword(s):  
Fuzzy Logic ◽  
Condition Assessment ◽  
Power Transformers

scholarly journals A Selective Ensemble Classification Method Combining Mammography Images with Ultrasound Images for Breast Cancer Diagnosis

2017 ◽  
Vol 2017 ◽  
pp. 1-7 ◽  
Author(s):  
Jinyu Cong ◽  
Benzheng Wei ◽  
Yunlong He ◽  
Yilong Yin ◽  
Yuanjie Zheng
Keyword(s):  
Breast Cancer ◽  
Early Detection ◽  
Cancer Diagnosis ◽  
Breast Cancer Diagnosis ◽  
Ensemble Classification ◽  
Classification Method ◽  
Ultrasound Images ◽  
Selective Ensemble ◽  
Detection And Diagnosis ◽  
Early Detection And Diagnosis

Breast cancer has been one of the main diseases that threatens women’s life. Early detection and diagnosis of breast cancer play an important role in reducing mortality of breast cancer. In this paper, we propose a selective ensemble method integrated with the KNN, SVM, and Naive Bayes to diagnose the breast cancer combining ultrasound images with mammography images. Our experimental results have shown that the selective classification method with an accuracy of 88.73% and sensitivity of 97.06% is efficient for breast cancer diagnosis. And indicator R presents a new way to choose the base classifier for ensemble learning.

scholarly journals Condition Assessment Techniques for Insulation Diagnosis of Oil Filled Power Transformers

2019 ◽  
Vol 14 (2) ◽  
pp. 126-131
Author(s):  
Dillip Kumar Puhan ◽  
Rajat Sharma ◽  
B. Nageshwar Rao ◽  
K. P. Meena ◽  
◽  
...  
Keyword(s):  
Condition Assessment ◽  
Power Transformers ◽  
Assessment Techniques

Remote Monitoring Tool for Condition Assessment of Power Transformers

2019 ◽  
Author(s):  
Pubudu Haputhanthirige ◽  
Stephan Fernando ◽  
Thirasara Gunaruwan ◽  
Vimukthi Gamage ◽  
Rasara Samarasinghe ◽  
...  
Keyword(s):  
Remote Monitoring ◽  
Condition Assessment ◽  
Power Transformers ◽  
Monitoring Tool
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