Finance research letters, Journal Year: 2024, Volume and Issue: unknown, P. 106463 - 106463
Published: Nov. 1, 2024
Language: Английский
Finance research letters, Journal Year: 2024, Volume and Issue: unknown, P. 106463 - 106463
Published: Nov. 1, 2024
Language: Английский
Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)
Published: Jan. 31, 2025
Language: Английский
Citations
0International Review of Financial Analysis, Journal Year: 2025, Volume and Issue: unknown, P. 104100 - 104100
Published: March 1, 2025
Language: Английский
Citations
0Energy Economics, Journal Year: 2025, Volume and Issue: unknown, P. 108433 - 108433
Published: March 1, 2025
Language: Английский
Citations
0Finance research letters, Journal Year: 2025, Volume and Issue: unknown, P. 107104 - 107104
Published: Feb. 1, 2025
Language: Английский
Citations
0Drones, Journal Year: 2025, Volume and Issue: 9(3), P. 189 - 189
Published: March 4, 2025
Faults in the DC drive circuit of UAV electro-hydrostatic actuators directly affect flight safety a UAV. An integrated learning and Bayesian network-based fault diagnosis strategy is proposed to address problems early diagnosis, poor unbalanced data processing performance, lack interpretability intelligent engineering practice. In preprocessing stage, Pearson coefficients are used for feature correlation analysis, XGBoost performs screening extract key features from collected data. This process effectively saves computational resources while significantly reducing risk overfitting. The optimal weak learner selection high-performance boosting identified through comparative validation. performance diagnostic fully verified by setting up different comparison algorithms two experimental circuits. results show that outperforms various scenarios such as balancing, imbalance, early-stage faults, high noise; particular, it shows significant advantage diagnosing imbalance faults. interpretable circuits realized interpretation networks, which provides necessary theoretical methodological support practical operations.
Language: Английский
Citations
0Finance research letters, Journal Year: 2024, Volume and Issue: unknown, P. 106463 - 106463
Published: Nov. 1, 2024
Language: Английский
Citations
0