Unbalanced Data Handling Techniques for Classifying Energy Theft and Defective Meters in the Provincial Electricity Authority of Thailand
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3274543
Abstract: Energy theft and defective meters not only lead to non-technical losses (NTLs) that are extremely detrimental to energy distributors and power infrastructure, but NTLs are also a major cause of damages to electricity and massive… read more here.
Keywords: provincial electricity; energy; theft defective; unbalanced data ... See more keywords
Assessment of Tool Wear With Insufficient and Unbalanced Data Using Improved Conditional Generative Adversarial Net and High-Quality Optimization Algorithm
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2022.3231300
Abstract: The reliability of manufacturing tooling is key for intelligent manufacturing process, which requires accurately online identification of abnormal tool condition. However, in practical applications, insufficient and unbalanced data bring great difficulty for reliable tool wear… read more here.
Keywords: tool; quality; generative adversarial; unbalanced data ... See more keywords