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[HTML][HTML] Remaining useful life prediction for lithium-ion battery storage system: A comprehensive review of methods, key factors, issues and future outlook
Develo** battery storage systems for clean energy applications is fundamental for
addressing carbon emissions problems. Consequently, battery remaining useful life …
addressing carbon emissions problems. Consequently, battery remaining useful life …
Advanced data-driven fault diagnosis in lithium-ion battery management systems for electric vehicles: Progress, challenges, and future perspectives
Hazards in electric vehicles (EVs) often stem from lithium-ion battery (LIB) packs during
operation, aging, or charging. Robust early fault diagnosis algorithms are essential for …
operation, aging, or charging. Robust early fault diagnosis algorithms are essential for …
A hybrid data-driven framework for satellite telemetry data anomaly detection
Z Xu, Z Cheng, B Guo - Acta Astronautica, 2023 - Elsevier
Anomaly detection based on telemetry data is a prominent health condition monitoring task
that plays an increasingly crucial role in identifying unexpected events and improving overall …
that plays an increasingly crucial role in identifying unexpected events and improving overall …
An encoder-decoder generative adversarial network-based anomaly detection approach for satellite telemetry data
Telemetry anomaly detection is a prominent health condition monitoring task that plays an
increasingly crucial role in discovering potential incidents and facilitating long-term reliable …
increasingly crucial role in discovering potential incidents and facilitating long-term reliable …
[HTML][HTML] Counterfactual explanations for remaining useful life estimation within a Bayesian framework
Abstract Machine learning has contributed to the advancement of maintenance in many
industries, including aviation. In recent years, many neural network models have been …
industries, including aviation. In recent years, many neural network models have been …
An anomaly detection methodology of load-carrying structure of satellite based on high-precision predictive model
N Gu, K Liu, W Wu, X Guo - Acta Astronautica, 2024 - Elsevier
Abstract The Load-Carrying structure is a crucial element within the satellite framework,
directly impacting its overall mechanical performance. Comprised of composite materials …
directly impacting its overall mechanical performance. Comprised of composite materials …
On-orbit satellite hierarchical anomaly detection using causal structure learning
S Chen, G **, X Long - Advances in Space Research, 2025 - Elsevier
Real-time anomaly detection for on-orbit satellites is crucial in the early identification of faults
to prevent further anomaly expansion. However, current anomaly detection methods for on …
to prevent further anomaly expansion. However, current anomaly detection methods for on …
Adaptive robustness evaluation for complex system prognostics and health management software platform
H Liu, C Wei, B Sun, Y Zeng - Journal of Systems and Software, 2023 - Elsevier
With the quantity and complexity of various complex systems have increased, their safety
and reliability face many challenges. The prognostics and health management (PHM) …
and reliability face many challenges. The prognostics and health management (PHM) …
Intrusion detection in cluster‐based wireless sensor networks: Current issues, opportunities and future research directions
Wireless sensor network (WSN) cluster‐based architecture is a system designed to control
and monitor specific events or phenomena remotely, and one of the important concerns that …
and monitor specific events or phenomena remotely, and one of the important concerns that …
Современные методы машинного обучения для анализа технического состояния космических аппаратов по данным телеметрической информации
ПА Мухачёв, TР Садретдинов, ДА Притыкин… - Автоматика и …, 2021 - mathnet.ru
Приводится обзор основных достижений в области методов интеллектуального
анализа данных о техническом состоянии космических аппаратов (КА). Основной …
анализа данных о техническом состоянии космических аппаратов (КА). Основной …