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Aging state assessment of transformer cellulosic paper insulation using multivariate chemical indicators
- Source :
- Cellulose. 28:2445-2460
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media LLC, 2021.
-
Abstract
- Compared with a single chemical indicator, the use of multivariate chemical indicators in aging status assessment of transformer cellulose paper insulation can improve the reliability of the evaluation. In this study, a non-destructive method based on multivariate chemical indicators was proposed to evaluate the remaining life of cellulosic paper insulation. The selected chemical indicators closely related to the aging of the insulating paper were analyzed. Additionally, by applying the subjective and objective weighting method, the evaluation information of each indicator was fully extracted to obtain reasonable comprehensive evaluation weights. Besides, the comprehensive evaluation index of multivariate chemical indicators was obtained by using the technique for order preference by similarity to ideal solution method, which is consistent with the deterioration law of paper insulation. Then, the correlation lifespan model between the comprehensive evaluation index of multivariate chemical indicators and the degree of polymerization of insulating paper under different aging stages was established. The effectiveness of the proposed model was verified by experiments. This promising model can increase the accuracy of the condition assessment for the transformer cellulosic paper insulation.
- Subjects :
- Multivariate statistics
Polymers and Plastics
Computer science
Electrical insulation paper
02 engineering and technology
Ideal solution
010402 general chemistry
021001 nanoscience & nanotechnology
01 natural sciences
Condition assessment
0104 chemical sciences
Weighting
Reliability engineering
Cellulosic ethanol
0210 nano-technology
Reliability (statistics)
Transformer (machine learning model)
Subjects
Details
- ISSN :
- 1572882X and 09690239
- Volume :
- 28
- Database :
- OpenAIRE
- Journal :
- Cellulose
- Accession number :
- edsair.doi...........24289d4ccf55b45c026726df901dc1fe