Dual Discriminator and Adaptive Multisource Feature Fusion WGAN-GP for Coal-Rock Properties Recognition Under Limited Infrared Thermal Images
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2025.3558339
Abstract: Accurate recognition of coal-rock properties (CRPs) is an important prerequisite for ensuring the intelligent control and stable operation of shearer. The main challenges in industrial applications are potential safety hazards and single cutting mode in… read more here.
Keywords: adaptive multisource; recognition; multisource feature; feature fusion ... See more keywords
Multisource Feature Separation and Weighted Network for Cross-Conditional Capacity Estimation of Lithium Batteries
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Systems, Man, and Cybernetics: Systems"
DOI: 10.1109/tsmc.2025.3585260
Abstract: Accurate prediction of lithium-ion battery capacity is a critical task in BMSs. However, existing multisource domain adaptation methods often ignore the different contributions of each source domain, focusing solely on aligning the global distributions of… read more here.
Keywords: lithium; capacity; feature separation; multisource feature ... See more keywords