PROGNOSTICS

作品数：40被引量：171H指数：6
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相关领域：自动化与计算机技术更多>>
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相关机构：中国运载火箭技术研究院更多>>
相关期刊：《Computer Modeling in Engineering & Sciences》《Open Journal of Obstetrics and Gynecology》《Chinese Journal of Cancer Research》《航空制造技术》更多>>
相关基金：国家自然科学基金中国博士后科学基金国家教育部博士点基金安徽省自然科学基金更多>>
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Prognostics for Lithium-ion batteries for electric Vertical Take-off andLanding aircraft using data-driven machine learning被引量：1
《Energy and AI》2023年第2期145-162,共18页Mihaela Mitici Birgitte Hennink Marilena Pavel Jianning Dong 
The health management of batteries is a key enabler for the adoption of Electric Vertical Take-off and Landingvehicles (eVTOLs). Currently, few studies consider the health management of eVTOL batteries. One distinctch...
关键词：Electric Vertical Take-off and Landing vehicles Lithium-ion battery STATE-OF-HEALTH Machine learning Remaining-useful-life 
Machine learning based fault detection and state of health estimation of proton exchange membrane fuel cells被引量：4
《Energy and AI》2023年第2期178-186,共9页Vijay Mohan Nagulapati SShiva Kumar Vimalesh Annadurai Hankwon Lim 
In fuel cells, chemical energy is directly converted into heat and electricity without any emissions which makes them an attractive substitute for various energy needs. Fuel cells have high energy conversion ratio and...
关键词：PEM fuel cell Data driven prognostics Fault detection Dynamic load test Gaussian process regression Support vector machine Artificial neural networks 
Prognostics of radiation power degradation lifetime for ultraviolet light-emitting diodes using stochastic data-driven models
《Energy and AI》2021年第2期91-100,共10页Jiajie Fan Zhou Jing Yixing Cao Mesfin Seid Ibrahim Min Li Xuejun Fan Guoqi Zhang 
The work described in this paper was partially supported by the National Natural Science Foundation of China(51805147);Shang-hai Science and Technology Development Funds(19DZ2253400);the Six Talent Peaks Project in Jiangsu Province(GDZB-017);the Fundamental Research Funds for the Central Universities(B200203031).
With their advantages of high efficiency,long lifetime,compact size and being free of mercury,ultraviolet light-emitting diodes(UV LEDs)are widely applied in disinfection and purification,photolithography,curing and b...
关键词：Ultraviolet light-emitting diodes(UV LEDs) Degradation modeling Gamma process Wiener process IESNA TM-21 
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