NSTL国家科技图书文献中心

1. Residual Life Estimation for Flexible Pavements Using Serviceability Index NSTL国家科技图书文献中心

Saurabh Kumar and Go... - 《Proceedings of the RILEM Spring Convention and Conference 2024,Volume 2》 - RILEM Spring Convention and Conference - 2025, - 510～518 - 共9页

摘要： estimate the residual life* in terms of PCI.* | Accurate prediction of serviceability is | crucial in selecting the appropriate maintenance | strategies for pavement management systems. Pavement | Condition Index (PCI) measures the serviceability levels

关键词： Pavement Condition Index | Serviceability | Distresses | LTPP Database | Curve Estimation

2. A Multitask Learning Approach With Meta Auxiliary Generation Network for Remaining Useful Life Estimation NSTL国家科技图书文献中心

Xinyu Shang | Jie Shang ... - 《IEEE internet of things journal》 - 2025,12(1) - 334～344 - 共11页

摘要： remaining useful life* (RUL) estimation models by* | estimation task. In response to the challenge, this article | network for RUL estimation. First, a novel meta | learning strategy with the RUL estimation* loss as the* | performance of the RUL estimation* task can be significantly*

关键词： Estimation | Degradation | Prognostics and health management | Industrial Internet of Things | Monitoring | Multitasking | Metalearning

3. Estimation of residual fatigue life of high-strength steel welded joints based on diffuse ultrasound NSTL国家科技图书文献中心

Shuling Gao | Yanan Yue ... - 《International Journal of Fatigue》 - 2025,190(Jan.) - 108574.1～108574.12 - 共12页

摘要： curve, facilitated residual life* estimation before* | expansion, estimating residual life* before surface cracks* | the residual life* of WJs before surface cracks* | corresponding life* of the sample was recorded as . Finally, a* | warning of 20%-50% of the fatigue life* for WJs made of*

关键词： Diffuse ultrasound | Fatigue damage evaluation | Welded joint | Residual life estimation | High-strength steel

4. 5G Architectures Enabling Remaining Useful Life Estimation for Industrial IoT: A Holistic Study NSTL国家科技图书文献中心

Nicolò Longhi | Lorenzo Mario Amoros...... - 《IEEE Open Journal of the Communications Society》 - 2025,6 - 1016～1029 - 共14页

摘要： to estimate their remaining useful life* (RUL) using* | In the ever-evolving landscape of industrial | connectivity, significant strides have been made in the | integration of 5th generation (5G) cellular technology with | Industrial Internet of Things (IIoT) systems. At the same

关键词： 5G mobile communication | Industrial Internet of Things | Pipelines | Estimation | Liquids | Training | Network architecture | Servers | Remotely guided vehicles | Predictive models

5. Comparability of Fatigue Strength and Life Estimation of a CF-PEKK Composite Under Low and Ultrasonic Frequencies Using Time-Temperature-Based Approaches NSTL国家科技图书文献中心

Aravind Premanand | Hanna Schimmelpfeng ... - 《Fatigue & Fracture of Engineering Materials & Structures》 - 2025,48(5) - 2363～2380 - 共18页

摘要： that FFE can provide reliable fatigue life estimation | Predicting very high cycle fatigue (VHCF) life | in composites is challenging due to the lengthy | testing times required by traditional methods. Ensuring | compatibility between VHCF and high cycle fatigue (HCF) data

关键词： carbon-fiber-reinforced polymers | fracture fatigue entropy | self-heating effect | thermographic approach | ultrasonic fatigue testing | very high cycle fatigue

6. Early Failure Point Monitoring for Remaining Useful Life Estimation of Bearings Using Covariance Transfer Enabled T 2 Control Chart NSTL国家科技图书文献中心

Chen, Chao | Wu, Xianqi ... - 《IEEE Transactions on Instrumentation and Measurement》 - 2025,74(Pt.1) - 3500812.1～3500812.12 - 共12页

摘要：T-2 control chart, a prevalent statistical | process control technique, has extensively employed in | the realm of bearing early failure monitoring within | the setting of prognostics and health management | . However, insufficient historical data as well as the

关键词： Employee welfare | Training | Transfer learning | Process control | Control charts | Robustness | Prognostics and health management | Monitoring | Testing | Singular value decomposition...

7. Fatigue life estimation of open-hole cold-extrusion strengthened structures using continuum damage mechanics and optimized machine learning models NSTL国家科技图书文献中心

Wang, Zihui | Zhan, Zhixin ... - 《Engineering Fracture Mechanics》 - 2025,318 - 110915～ - 共30页

摘要： the service life* of the aircraft. Relevant studies* | the fatigue life* of open-hole structures in aircraft* | fatigue life* of open-hole structures. Using the* | framework of Continuum Damage Mechanics (CDM), a life | analyzed. The structure's fatigue life* is then predicted*

关键词： Fatigue life prediction | Hole cold-extrusion | Numerical simulation | Continuum Damage Mechanics | Machine learning

8. Estimation of remaining useful life of rolling element bearings based on the Adaptive Kernel Kalman filter NSTL国家科技图书文献中心

Z. Li | R. Zhu ... - 《Mechanical Systems & Signal Processing》 - 2025,229(Apr.) - 112493.1～112493.25 - 共25页

摘要：Estimating the Remaining Useful Life* (RUL) of* | RUL estimation* due to their explainability and* | , parameters estimation* in the data and kernel space, and* | Rolling Element Bearings (REBs) is a very challenging | task, complicating the optimal scheduling of

关键词： Rolling Element Bearings | Estimation of remaining useful life | Adaptive kernel Kalman filter | Prognostics | Run-to-failure tests

9. Co-estimation of state of health and remaining useful life for lithium-ion batteries using a hybrid optimized framework NSTL国家科技图书文献中心

Ansari S. | Hannan M.A.... - 《Journal of Energy Storage》 - 2025,105(Jan.) - 1.1～1.21 - 共21页

摘要：© 2024 Elsevier LtdThe accurate estimation* of* | the state of health (SOH) and remaining useful life | estimation methods have demonstrated the inability to | proposed hybrid GSA-PSO-CFNN model for SOH estimation | from the outcomes with SOH estimation* is minimized*

关键词： Co-estimation | Lithium-ion batteries | Optimized technique | Remaining useful life | State of health

10. Error tolerance for effective model parameter estimation in multiaxial fatigue life prediction NSTL国家科技图书文献中心

Dariusz Skibicki | Aleksander Karolczuk - 《International Journal of Fatigue》 - 2025,191(Feb.) - 108700.1～108700.10 - 共10页

摘要：Multiaxial fatigue life* prediction models rely* | parameters to deviate from actual values, resulting in life | into fatigue life* predictions by approximate methods* | loading paths. For the first time, error estimation* was* | conducted using a life-dependent method, revealing that

摘要： estimate the residual life* in terms of PCI.* | Accurate prediction of serviceability is | crucial in selecting the appropriate maintenance | strategies for pavement management systems. Pavement | Condition Index (PCI) measures the serviceability levels

关键词： Pavement Condition Index | Serviceability | Distresses | LTPP Database | Curve Estimation

摘要： remaining useful life* (RUL) estimation models by* | estimation task. In response to the challenge, this article | network for RUL estimation. First, a novel meta | learning strategy with the RUL estimation* loss as the* | performance of the RUL estimation* task can be significantly*

关键词： Estimation | Degradation | Prognostics and health management | Industrial Internet of Things | Monitoring | Multitasking | Metalearning

摘要： curve, facilitated residual life* estimation before* | expansion, estimating residual life* before surface cracks* | the residual life* of WJs before surface cracks* | corresponding life* of the sample was recorded as . Finally, a* | warning of 20%-50% of the fatigue life* for WJs made of*

关键词： Diffuse ultrasound | Fatigue damage evaluation | Welded joint | Residual life estimation | High-strength steel

摘要： to estimate their remaining useful life* (RUL) using* | In the ever-evolving landscape of industrial | connectivity, significant strides have been made in the | integration of 5th generation (5G) cellular technology with | Industrial Internet of Things (IIoT) systems. At the same

关键词： 5G mobile communication | Industrial Internet of Things | Pipelines | Estimation | Liquids | Training | Network architecture | Servers | Remotely guided vehicles | Predictive models

摘要： that FFE can provide reliable fatigue life estimation | Predicting very high cycle fatigue (VHCF) life | in composites is challenging due to the lengthy | testing times required by traditional methods. Ensuring | compatibility between VHCF and high cycle fatigue (HCF) data

关键词： carbon-fiber-reinforced polymers | fracture fatigue entropy | self-heating effect | thermographic approach | ultrasonic fatigue testing | very high cycle fatigue

摘要：T-2 control chart, a prevalent statistical | process control technique, has extensively employed in | the realm of bearing early failure monitoring within | the setting of prognostics and health management | . However, insufficient historical data as well as the

关键词： Employee welfare | Training | Transfer learning | Process control | Control charts | Robustness | Prognostics and health management | Monitoring | Testing | Singular value decomposition...

摘要： the service life* of the aircraft. Relevant studies* | the fatigue life* of open-hole structures in aircraft* | fatigue life* of open-hole structures. Using the* | framework of Continuum Damage Mechanics (CDM), a life | analyzed. The structure's fatigue life* is then predicted*

关键词： Fatigue life prediction | Hole cold-extrusion | Numerical simulation | Continuum Damage Mechanics | Machine learning

摘要：Estimating the Remaining Useful Life* (RUL) of* | RUL estimation* due to their explainability and* | , parameters estimation* in the data and kernel space, and* | Rolling Element Bearings (REBs) is a very challenging | task, complicating the optimal scheduling of

关键词： Rolling Element Bearings | Estimation of remaining useful life | Adaptive kernel Kalman filter | Prognostics | Run-to-failure tests

摘要：© 2024 Elsevier LtdThe accurate estimation* of* | the state of health (SOH) and remaining useful life | estimation methods have demonstrated the inability to | proposed hybrid GSA-PSO-CFNN model for SOH estimation | from the outcomes with SOH estimation* is minimized*

关键词： Co-estimation | Lithium-ion batteries | Optimized technique | Remaining useful life | State of health

摘要：Multiaxial fatigue life* prediction models rely* | parameters to deviate from actual values, resulting in life | into fatigue life* predictions by approximate methods* | loading paths. For the first time, error estimation* was* | conducted using a life-dependent method, revealing that

关键词： Multiaxial fatigue | Fatigue life evaluation | Fatigue model parameters

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： estimate the residual life in terms of PCI. | Accurate prediction of serviceability is | crucial in selecting the appropriate maintenance | strategies for pavement management systems. Pavement | Condition Index (PCI) measures the serviceability levels

关键词： Pavement Condition Index | Serviceability | Distresses | LTPP Database | Curve Estimation

摘要： remaining useful life (RUL) estimation models by | estimation task. In response to the challenge, this article | network for RUL estimation. First, a novel meta | learning strategy with the RUL estimation loss as the | performance of the RUL estimation task can be significantly

关键词： Estimation | Degradation | Prognostics and health management | Industrial Internet of Things | Monitoring | Multitasking | Metalearning

摘要： curve, facilitated residual life estimation before | expansion, estimating residual life before surface cracks | the residual life of WJs before surface cracks | corresponding life of the sample was recorded as . Finally, a | warning of 20%-50% of the fatigue life for WJs made of

关键词： Diffuse ultrasound | Fatigue damage evaluation | Welded joint | Residual life estimation | High-strength steel

摘要： to estimate their remaining useful life (RUL) using | In the ever-evolving landscape of industrial | connectivity, significant strides have been made in the | integration of 5th generation (5G) cellular technology with | Industrial Internet of Things (IIoT) systems. At the same

关键词： 5G mobile communication | Industrial Internet of Things | Pipelines | Estimation | Liquids | Training | Network architecture | Servers | Remotely guided vehicles | Predictive models

摘要： that FFE can provide reliable fatigue life estimation | Predicting very high cycle fatigue (VHCF) life | in composites is challenging due to the lengthy | testing times required by traditional methods. Ensuring | compatibility between VHCF and high cycle fatigue (HCF) data

关键词： carbon-fiber-reinforced polymers | fracture fatigue entropy | self-heating effect | thermographic approach | ultrasonic fatigue testing | very high cycle fatigue

摘要：T-2 control chart, a prevalent statistical | process control technique, has extensively employed in | the realm of bearing early failure monitoring within | the setting of prognostics and health management | . However, insufficient historical data as well as the

关键词： Employee welfare | Training | Transfer learning | Process control | Control charts | Robustness | Prognostics and health management | Monitoring | Testing | Singular value decomposition...

摘要： the service life of the aircraft. Relevant studies | the fatigue life of open-hole structures in aircraft | fatigue life of open-hole structures. Using the | framework of Continuum Damage Mechanics (CDM), a life | analyzed. The structure's fatigue life is then predicted

关键词： Fatigue life prediction | Hole cold-extrusion | Numerical simulation | Continuum Damage Mechanics | Machine learning

摘要：Estimating the Remaining Useful Life (RUL) of | RUL estimation due to their explainability and | , parameters estimation in the data and kernel space, and | Rolling Element Bearings (REBs) is a very challenging | task, complicating the optimal scheduling of

关键词： Rolling Element Bearings | Estimation of remaining useful life | Adaptive kernel Kalman filter | Prognostics | Run-to-failure tests

摘要：© 2024 Elsevier LtdThe accurate estimation of | the state of health (SOH) and remaining useful life | estimation methods have demonstrated the inability to | proposed hybrid GSA-PSO-CFNN model for SOH estimation | from the outcomes with SOH estimation is minimized

关键词： Co-estimation | Lithium-ion batteries | Optimized technique | Remaining useful life | State of health

摘要：Multiaxial fatigue life prediction models rely | parameters to deviate from actual values, resulting in life | into fatigue life predictions by approximate methods | loading paths. For the first time, error estimation was | conducted using a life-dependent method, revealing that

关键词： Multiaxial fatigue | Fatigue life evaluation | Fatigue model parameters

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： estimate the residual life* in terms of PCI.* | Accurate prediction of serviceability is | crucial in selecting the appropriate maintenance | strategies for pavement management systems. Pavement | Condition Index (PCI) measures the serviceability levels

摘要： remaining useful life* (RUL) estimation models by* | estimation task. In response to the challenge, this article | network for RUL estimation. First, a novel meta | learning strategy with the RUL estimation* loss as the* | performance of the RUL estimation* task can be significantly*

摘要： to estimate their remaining useful life* (RUL) using* | In the ever-evolving landscape of industrial | connectivity, significant strides have been made in the | integration of 5th generation (5G) cellular technology with | Industrial Internet of Things (IIoT) systems. At the same

摘要： the service life* of the aircraft. Relevant studies* | the fatigue life* of open-hole structures in aircraft* | fatigue life* of open-hole structures. Using the* | framework of Continuum Damage Mechanics (CDM), a life | analyzed. The structure's fatigue life* is then predicted*

摘要：Estimating the Remaining Useful Life* (RUL) of* | RUL estimation* due to their explainability and* | , parameters estimation* in the data and kernel space, and* | Rolling Element Bearings (REBs) is a very challenging | task, complicating the optimal scheduling of

摘要：© 2024 Elsevier LtdThe accurate estimation* of* | the state of health (SOH) and remaining useful life | estimation methods have demonstrated the inability to | proposed hybrid GSA-PSO-CFNN model for SOH estimation | from the outcomes with SOH estimation* is minimized*

摘要：Multiaxial fatigue life* prediction models rely* | parameters to deviate from actual values, resulting in life | into fatigue life* predictions by approximate methods* | loading paths. For the first time, error estimation* was* | conducted using a life-dependent method, revealing that