Long-term missing wind data recovery using free access databases and . . . Therefore, recovering long-term continuous missing wind speed data for the bridge SHMS is concerned herein, especially where the wind data have been continuously missing for several months Researchers are constantly investigating applications of conventional techniques in long-term continuous missing data recovery, desiring an improvement
Waste heat recoveries in data centers: A review - ScienceDirect Waste heat recovery technology is considered as a promising approach to improve energy efficiency, achieve energy and energy cost savings, and mitigate environmental impacts (caused by both carbon emission and waste heat discharge) at the same time
The Missing Data Recovery Method Based on Improved GAN Most existing data recovery methods require complete datasets for training, leading to substantial data and computational demands and limited generalization To address these limitations, this study proposes a missing data imputation model based on an improved Generative Adversarial Network (BAC-GAN)
Spatial-temporal traffic speed patterns discovery and incomplete data . . . Thus, data quality enhancement especially for the missing data is crucial to support the intelligent transportation systems On the other hand, traffic parameters such as speed, volume and travel time usually exhibit intrinsic spatial-temporal patterns and are in essence multi-dimensional
Localized anomaly detection and recovery of marine engine data to . . . In this research study SVD analysis is performed within data clusters for localized anomaly detection and missing data recovery While localized models can effectively capture the nonlinear dynamics of the vessel, they are more straightforward to interpret and analyze the results compared to complex DL-based models
A data-driven analysis of the aviation recovery from the COVID-19 . . . In this study, we analyze the recovery of the global aviation system Based on ticket and flight data for the time period between January 2019 and June 2022, we perform a data-driven, exploratory analysis of all global passenger markets