A Novel Data Augmentation Method for Improving the Accuracy of Insulator Health Diagnosis

Performing ultrasonic nondestructive testing experiments on insulators and then using machine learning algorithms to classify and identify the signals is an important way to achieve an intelligent diagnosis of insulators. However, in most cases, we can obtain only a limited number of data from the e...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Zhifeng Li, Yaqin Song, Runchen Li, Sen Gu, Xuze Fan
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2022-10-01
Цуврал:	Sensors
Нөхцлүүд:	insulator defect detection data augmentation DTW barycenter averaging adaptive weighting DBA support vector machines with genetic algorithm
Онлайн хандалт:	https://www.mdpi.com/1424-8220/22/21/8187
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!