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Machine learning and neural network supported state of health simulation and forecasting model for lithium-ion

Frontiers in Energy doi: 10.1007/s11708-023-0891-7

Abstract: This paper reviews the value of AI methods in lithium-ion battery health management and in particularanalyses the application of machine learning (ML), one of the many branches of AI, to lithium-ion battery stateof health (SOH), focusing on the advantages and strengths of neural network (NN) methods in ML for lithium-ionlithium-ion battery management by, first, utilizing more field data to play a more practical role in health

Keywords： machine learning     lithium-ion battery     state of health     neural network     artificial intelligence    

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The State of the Art of Data Science and Engineering in Structural Health Monitoring Article

Yuequan Bao, Zhicheng Chen, Shiyin Wei, Yang Xu, Zhiyi Tang, Hui Li

Engineering 2019, Volume 5, Issue 2,   Pages 234-242 doi: 10.1016/j.eng.2018.11.027

Abstract:

Structural health monitoring (SHM) is a multi-discipline field that involves the automatic sensingresponse by means of a large number of sensors and instruments, followed by a diagnosis of the structural healthThis paper provides a brief review of the state of the art of data science and engineering in SHM as

Keywords： Structural health monitoring     Monitoring data     Compressive sampling     Machine learning     Deep learning    

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An adaptive data-driven method for accurate prediction of remaining useful life of rolling bearings

Yanfeng PENG, Junsheng CHENG, Yanfei LIU, Xuejun LI, Zhihua PENG

Frontiers of Mechanical Engineering 2018, Volume 13, Issue 2,   Pages 301-310 doi: 10.1007/s11465-017-0449-7

Abstract: The data sets are clustered by GMM to divide all data sets into several health states adaptively andThus, either the health state of the data sets or the number of the states is obtained automatically.After obtaining the health states, appropriate features are selected by DET for increasing the classificationcalculated first and then the features are clustered using GMM to divide the data sets into several health

Keywords： Gaussian mixture model     distance evaluation technique     health state     remaining useful life     rolling bearing    

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Primary health care for all by 2020: The systematic reform of the medical and health system in China

Frontiers of Medicine 2010, Volume 4, Issue 1,   Pages 3-7 doi: 10.1007/s11684-010-0024-7

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The next step of community health construction: Training general practitioners and implementing health

Kan ZHANG MM, Wei DONG MM, Ying-Yao CHEN MD,

Frontiers of Medicine 2010, Volume 4, Issue 2,   Pages 134-138 doi: 10.1007/s11684-010-0041-6

Abstract: This article discusses the concept of health management and stresses that community health managementshould be the starting point of community health service, necessitating a paradigm shift from observingthe treatment-oriented medical model to observing the prevention-and-health management-based medicalCommunity health construction has entered a new phase, one which highlights the need to train generalpractitioners in practice-based life cycle health management.

Keywords： community health     general practitioners     health management    

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Research on structural health monitoring (SHM) system based on RTK GPS system

Wang Renpeng,Yao Lianbi,Meng Xiaolin

Strategic Study of CAE 2011, Volume 13, Issue 3,   Pages 63-70

Abstract: field data acquisition by the real-time kinematic global positioning system (RTK GPS) in structural healthcoordinate time series were treated as the multi-outputs of the dynamic system and used to build the stateThe research illustrated that the state-space model and ARMA model were efficient tools for evaluation

Keywords： RTK GPS system     time series     state-space model     ARMA model     finite element model    

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Human health ambient water quality criteria for 13 heavy metals and health risk assessment in Taihu Lake

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 4, doi: 10.1007/s11783-021-1475-6

Abstract:

• The concentrations of 13 heavy metals in Taihu Lake were analyzed.

Keywords： Heavy metals     Human health ambient water quality criteria     Taihu Lake     Health risk assessment     Contribution    

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Percolation-based health management of complex traffic systems

Frontiers of Engineering Management 2021, Volume 8, Issue 4,   Pages 557-571 doi: 10.1007/s42524-021-0174-0

Abstract: System health management, which aims to ensure the safe and efficient operation of systems by reducingIn this article, we review existing studies on traffic reliability management and propose a health managementAiming to be “reliable, invulnerable, resilient, potential, and active”, our proposed traffic health

Keywords： traffic health     health management     critical infrastructure     systems science and engineering    

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Structural health monitoring with fiber optic sensors

F. ANSARI

Frontiers of Mechanical Engineering 2009, Volume 4, Issue 2,   Pages 103-110 doi: 10.1007/s11465-009-0032-y

Abstract: This article provides a summary of basic principles pertaining to practical health monitoring of civil

Keywords： Bridges     structural health monitoring     smart skins     cracks     strains     displacements     fiber optic sensors     FBG    

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Temporal variation of PM-associated health effects in Shijiazhuang, Hebei

Frontiers of Environmental Science & Engineering 2021, Volume 15, Issue 5, doi: 10.1007/s11783-020-1376-0

Abstract:

•Annual mean PM2.5 in Shijiazhuang were 87, 95, and 82 µg/m3 in 2015–2017.

Keywords： PM2.5     Health effects     Integrated exposure-response model     Shijiazhuang    

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Multimedia distribution and health risk assessment of typical organic pollutants in a retired industrial

Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 11, doi: 10.1007/s11783-023-1742-9

Abstract:

● A fine portrayal of organic pollutants in a retired industrial park is provided.

Keywords： Organic pollutants     Retired industrial park     Spatial correlation     Health risk assessment    

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Individualized medicine, health medicine, and constitutional theory in Chinese medicine

Qi Wang

Frontiers of Medicine 2012, Volume 6, Issue 1,   Pages 1-7 doi: 10.1007/s11684-012-0173-y

Abstract: of modern science and changes in the medical model can result in the transformation of the current stateof individualized and health medicines into being the primary trend in medical development.The Chinese constitutional theory developed in the 1970s expresses the principle behind Chinese healthConstitution identification shows the direction and provides the core technology for the evaluation of the healthsyndrome-differentiation can be established for the development of individualized Chinese medicine treatment and health

Keywords： individualized medicine     health medicine     constitutional theory in Chinese medicine    

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Effective interventions on health effects of Chinese rural elderly under heat exposure

Frontiers of Environmental Science & Engineering 2022, Volume 16, Issue 5, doi: 10.1007/s11783-022-1545-4

Abstract:

● Education and subsidy were effective interventions during short-term heat exposure.

Keywords： High temperature     Health effect     Comprehensive evaluation     Intervention     Rural elderly    

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E-waste environmental contamination and harm to public health in China

Xijin Xu,Xiang Zeng,H. Marike Boezen,Xia Huo

Frontiers of Medicine 2015, Volume 9, Issue 2,   Pages 220-228 doi: 10.1007/s11684-015-0391-1

Abstract: Pieces of evidence that associate e-waste exposure with human health effects in China are assessed.polybrominated biphenyls (PBBs), polyhalogenated aromatic hydrocarbons (PHAHs), bisphenol A (BPA)) on human health

Keywords： e-waste     heavy metal     organic pollutant     hazardous     toxicity     human health     China    

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Integration of current identity-based district-varied health insurance schemes in China: implications

Hai-Qiang Wang, Zhi-Heng Liu, Yong-Zhao Zhang, Zhuo-Jing Luo

Frontiers of Medicine 2012, Volume 6, Issue 1,   Pages 79-84 doi: 10.1007/s11684-012-0179-5

Abstract:

With China’s great efforts to improve public health insurance, clear progress has been achievedtoward the ambitious full health insurance coverage strategy for all.The current health insurance schemes in China fall into three categories: urban employee basic healthOn the other hand, the establishment and implementation of various health insurance schemes provide thepreconditioning of more sophisticated social health insurance schemes, the increase in the income of

Keywords： health insurance     urban employee basic health insurance scheme     urban-resident scheme     new rural cooperative    

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Title Author Date Type Operation

Machine learning and neural network supported state of health simulation and forecasting model for lithium-ion

Journal Article

The State of the Art of Data Science and Engineering in Structural Health Monitoring

Yuequan Bao, Zhicheng Chen, Shiyin Wei, Yang Xu, Zhiyi Tang, Hui Li

Journal Article

An adaptive data-driven method for accurate prediction of remaining useful life of rolling bearings

Yanfeng PENG, Junsheng CHENG, Yanfei LIU, Xuejun LI, Zhihua PENG

Journal Article

Primary health care for all by 2020: The systematic reform of the medical and health system in China

Journal Article

The next step of community health construction: Training general practitioners and implementing health

Kan ZHANG MM, Wei DONG MM, Ying-Yao CHEN MD,

Journal Article

Research on structural health monitoring (SHM) system based on RTK GPS system

Wang Renpeng,Yao Lianbi,Meng Xiaolin

Journal Article

Human health ambient water quality criteria for 13 heavy metals and health risk assessment in Taihu Lake

Journal Article

Percolation-based health management of complex traffic systems

Journal Article

Structural health monitoring with fiber optic sensors

F. ANSARI

Journal Article

Temporal variation of PM-associated health effects in Shijiazhuang, Hebei

Journal Article

Multimedia distribution and health risk assessment of typical organic pollutants in a retired industrial

Journal Article

Individualized medicine, health medicine, and constitutional theory in Chinese medicine

Qi Wang

Journal Article

Effective interventions on health effects of Chinese rural elderly under heat exposure

Journal Article

E-waste environmental contamination and harm to public health in China

Xijin Xu,Xiang Zeng,H. Marike Boezen,Xia Huo

Journal Article

Integration of current identity-based district-varied health insurance schemes in China: implications

Hai-Qiang Wang, Zhi-Heng Liu, Yong-Zhao Zhang, Zhuo-Jing Luo

Journal Article