Chinese power line insulator dataset
WebApr 8, 2024 · (Chinese power line insulator dataset) provid ed by Tao [25], but many data from CPLID . do not have the real environment. Therefore, in this study the ID (insulator dataset) is . WebDec 5, 2024 · Routine inspection of a power line insulator system for early problem detection and maintenance is required for the effective transmission of electrical power …
Chinese power line insulator dataset
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WebFeb 11, 2024 · title = {Insulator Data Set - Chinese Power Line Insulator Dataset (CPLID)}, year = {2024} } RIS TY - DATA T1 - Insulator Data Set - Chinese Power Line … WebApr 13, 2024 · Good datasets of specific transformer faults and conditions are difficult to acquire, particularly for partial discharge (PD) and multiple combination faults (including DT—a combination of the thermal and discharge faults), since they occur much less than more common faults. However, effects on internal insulation can be significant.
WebSep 23, 2024 · The current datasets publicly applied to deep learning models do not contain insulator images of the transmission lines, and there is no specialized dataset for aerial … WebMar 24, 2024 · common aerial scenes than the aerial images in the dataset CP LID (Chinese Power Line Insulator Dataset) [54]. As shown in Fi gure 1, aerial images in dataset ‘CCIN_detec tion’
WebNov 12, 2024 · 3.2. Datasets and Implementation Details. The insulator datasets are acquired in two ways: the UAV data acquisition system and the Internet. Samples are enhanced by random rotation, mirroring, … WebAug 10, 2024 · current public insulator dataset Chinese Power Line Insulator . Dataset (CPLID) [23,24] in 2024 has 600 images of normal . insulators and 248 images of …
WebFeb 7, 2024 · Power Line Insulators Dataset António Raimundo ; Pedro Sebastião ; Rosário Laureano ; Vítor Basto-Fernandes Insulator Data Set - Chinese Power Line …
WebJan 28, 2024 · This paper proposes a novel defect detection method based on YOLOv5 for insulators of power transmission line. First, in order to solve the problem of dataset richness, the insulator defect dataset is enhanced and annotated. Then the data in the defect dataset is converted into a unified format and input into YOLOv5 network for training. headache description wordsWebJan 1, 2024 · Insulator fault in the transmission lines is a main factor of power transmission accident. The images captured from aerial inspection can be utilized to detect the fault of … goldfinger99 youtubeWebMar 13, 2024 · CPLID is Chinese power line insulator dataset, including 600 images of normal insulators and 248 images of defective insulators. As there are unbalanced … goldfinger 50th anniversary steelbookWebutilized to process and extract insulators from the video/image [3] and also to pinpoint defects [4] on the insulators. Images of the insulators taken from the power distribution lines using high quality video cameras, at regular time intervals can be sent to the control room using remote terminal units (RTUs) [5] or UAVs [6] for further ... headache descriptionsThis dataset is divided into two part: Normal_Insulators contains the normal insulators capture by UAVs. The number of the normal insulator images is 600. Defective_Insulators contains the insulators with defect. The number of the defective insulator images is 248. Since we don't have too much defective insulators, the data augmentation method ... headache device cefalyWebJul 29, 2024 · The reliability of the insulator has directly affected the stable operation of electric power system. The detection of defective insulators has always been an important issue in smart grid systems. However, the traditional transmission line detection method has low accuracy and poor real-time performance. We present an insulator defect detection … headache detox alcoholWebJul 20, 2024 · Instructions: Chinese Power Line Insulator Datase. Submitted by Abdulla Lutfi. Use Cases. Submit a Dataset. Subscribe to IEEE DataPort. goldfinger 99 red balloons german translation