A critical review of improved deep convolutional neural network for multi-timescale state prediction of lithium-ion batteries.

Wang, Shunli; Ren, Pu; Takyi-Aninakwa, Paul; Jin, Siyu; Fernandez, Carlos

doi:10.3390/en15145053

Towards an ultra-long lifespan Li-CO2: electron structure and charge transfer pathway regulation on hierarchical architecture. (2022)
Journal Article
WANG, Y., WANG, J., WANG, J., YANG, M., ZOU, G., LI, L., TSE, J.S., FERNANDEZ, C. and PENG, Q. 2022. Towards an ultra-long lifespan Li-CO2: electron structure and charge transfer pathway regulation on hierarchical architecture. Chemical engineering journal [online], 451(Part 3), article 138953. Available from: https://doi.org/10.1016/j.cej.2022.138953

Lithium-CO2 batteries are recognized as an essential strategy for efficient carbon sequestration and energy storage to achieve carbon neutrality. Their cycle-ability and polarization voltage, however, are hindered by high decomposition voltage (≈4.3–... Read More about Towards an ultra-long lifespan Li-CO2: electron structure and charge transfer pathway regulation on hierarchical architecture..

The collaborative care model: realizing healthcare values and increasing responsiveness in the pharmacy workforce. (2022)
Journal Article
FORSYTH, P., RADLEY, A., RUSHWORTH, G.F., MARRA, F., ROBERTS, S., O'HARE, R., DUGGAN, C. and MAGUIRE, B. 2022. The collaborative care model: realizing healthcare values and increasing responsiveness in the pharmacy workforce. Research in social and administrative pharmacy [online], 19(1), pages 110-122. Available from: https://doi.org/10.1016/j.sapharm.2022.08.016

Healthcare values are fairly ubiquitous across the globe, focusing on caring and respect, patient health, excellence in care delivery, and multi-stakeholder collaboration. Many individual pharmacists embrace these core values. However, their ability... Read More about The collaborative care model: realizing healthcare values and increasing responsiveness in the pharmacy workforce..

Assessment of knowledge, practices, and barriers to pharmacovigilance among nurses at a teaching hospital, Ghana: a cross-sectional study. (2022)
Journal Article
ADU-GYAMFI, P.K.T., MENSAH, K.B., OCANSEY, J., MOOMIN, A., DANSO, B.O., AGYAPONG, F. and ARTHUR-MENSAH, R. 2022. Assessment of knowledge, practices, and barriers to pharmacovigilance among nurses at a teaching hospital, Ghana: a cross-sectional study. BMC nursing [online], 21, article 242. Available from: https://doi.org/10.1186/s12912-022-00965-4

Background: Pharmacovigilance may be defined as the continuous monitoring of the reaction between a drug agent or combination of drugs a patient took and steps taken to prevent any associated risk. Clinical trials conducted before drug approval canno... Read More about Assessment of knowledge, practices, and barriers to pharmacovigilance among nurses at a teaching hospital, Ghana: a cross-sectional study..

Improved particle swarm optimization-extreme learning machine modeling strategies for the accurate lithium-ion battery state of health estimation and high-adaptability remaining useful life prediction. (2022)
Journal Article
ZHANG, C.-Y., WANG, S.-L., YU, C.-M., XIE, Y.-X. and FERNANDEZ, C. [2022]. Improved particle swarm optimization-extreme learning machine modeling strategies for the accurate lithium-ion battery state of health estimation and high-adaptability remaining useful life prediction. Journal of the Electrochemical Society [online], 169(8), article 080520. Available from: https://doi.org/10.1149/1945-7111/ac8a1a

To ensure the secure and stable operation of lithium-ion batteries, the state of health (SOH) and the remaining useful life (RUL) are the critical state parameters of lithium-ion batteries, which need to be estimated precisely. A joint SOH and RUL es... Read More about Improved particle swarm optimization-extreme learning machine modeling strategies for the accurate lithium-ion battery state of health estimation and high-adaptability remaining useful life prediction..

Spore exines increase vitamin D clinical bioavailability by mucoadhesion and bile triggered release. (2022)
Journal Article
DIEGO-TABOADA, A., SATHYAPALAN, T., COURTS, F., LORCH, M., ALMUTAIRI, F., BURKE, B.P., HARRIS, K., KRUUSMÄGI, M., WALTHER, T., BOOTH, J., BOA, A.N., ARCHIBALD, S.J., THOMPSON, C., ATKIN, S.L. and MACKENZIE, G. 2022. Spore exines increase vitamin D clinical bioavailability by mucoadhesion and bile triggered release. Journal of controlled release [online], 350, pages 244-255. Available from: https://doi.org/10.1016/j.jconrel.2022.08.017

Sporopollenin exine capsules (SpECs) are microcapsules derived from the outer shells (exines) of plant spore and pollen grains. This work reports the first clinical study on healthy volunteers to show enhanced bioavailability of vitamin D encapsulate... Read More about Spore exines increase vitamin D clinical bioavailability by mucoadhesion and bile triggered release..

The impact of COVID-19 on antimicrobial stewardship programme implementation in hospitals: an exploration informed by the consolidated framework for implementation research. [Journal article] (2022)
Journal Article
HASHAD, N., STEWART, D., PERUMAL, D., ABDULRAZZAQ, N. and TONNA, A.P. 2022. The impact of COVID-19 on antimicrobial stewardship programme implementation in hospitals: an exploration informed by the consolidated framework for implementation research. Journal of hospital infection [online], 129, pages 144-152. Available from: https://doi.org/10.1016/j.jhin.2022.08.005

The disruption of antimicrobial stewardship programmes (ASPs) caused by coronavirus disease 2019 (COVID-19) has been recognized but not explored in depth. This study used a theoretical, qualitative approach to understand the impact of COVID-19 on ASP... Read More about The impact of COVID-19 on antimicrobial stewardship programme implementation in hospitals: an exploration informed by the consolidated framework for implementation research. [Journal article].

A novel adaptive back propagation neural network-unscented Kalman filtering algorithm for accurate lithium-ion battery state of charge estimation. (2022)
Journal Article
WANG, Y., WANG, S., FAN, Y., XIE, Y. and FERNANDEZ, C. 2022. A novel adaptive back propagation neural network-unscented Kalman filtering algorithm for accurate lithium-ion battery state of charge estimation. Metals [online], 12(8), article 1369. Available from: https://doi.org/10.3390/met12081369

Accurate State of Charge (SOC) estimation for lithium-ion batteries has great significance with respect to the correct decision-making and safety control. In this research, an improved second-order-polarization equivalent circuit (SO-PEC) modelling m... Read More about A novel adaptive back propagation neural network-unscented Kalman filtering algorithm for accurate lithium-ion battery state of charge estimation..

An optimized relevant long short-term memory-squared gain extended Kalman filter for the state of charge estimation of lithium-ion batteries. (2022)
Journal Article
TAKYI-ANINAKWA, P., WANG, S., ZHANG, H., LI, H., XU, W. and FERNANDEZ, C. 2022. An optimized relevant long short-term memory-squared gain extended Kalman filter for the state of charge estimation of lithium-ion batteries. Energy [online], 260, article 125093. Available from: https://doi.org/10.1016/j.energy.2022.125093

Accurate state of charge (SOC) estimation of lithium-ion batteries by the battery management system (BMS) plays a prominent role in ensuring their reliability, safe operation, and acceptable durability in smart devices, electric vehicles, etc. In thi... Read More about An optimized relevant long short-term memory-squared gain extended Kalman filter for the state of charge estimation of lithium-ion batteries..

It is the future. Clinical pharmaceutical care simply has to be a matter of course: community pharmacy clinical service providers' and service developers' views on complex implementation factors. (2022)
Journal Article
WEIDMANN, A.E., HOPPEL, M. and DEIBL, S. 2022. It is the future. Clinical pharmaceutical care simply has to be a matter of course: community pharmacy clinical service providers' and service developers' views on complex implementation factors. Research in social and administrative pharmacy [online], 18(12), pages 4112-4123. Available from: https://doi.org/10.1016/j.sapharm.2022.08.002

While there is a lot of documented evidence about the clinical and cost effectiveness of pharmacists' role extensions there is an inherent gap between service development and implementation. This study aims to better understand the complex factors th... Read More about It is the future. Clinical pharmaceutical care simply has to be a matter of course: community pharmacy clinical service providers' and service developers' views on complex implementation factors..

Designated prescribing practitioners: a theory-based cross-sectional study of stakeholders' views on implementation of a novel pharmacy regulator mandated preceptorship model. (2022)
Journal Article
JEBARA, T., MCINTOSH, T., STEWART, F., OSPREY, A., BRUCE, R. and CUNNINGHAM, S. 2022. Designated prescribing practitioners: a theory-based cross-sectional study of stakeholders' views on implementation of a novel pharmacy regulator mandated preceptorship model. International journal of clinical pharmacy [online], 44(5), pages 1195-1204. Available from: https://doi.org/10.1007/s11096-022-01467-8

The Scottish Government is increasing independent prescribers (IP) in community pharmacy (CP). A new preceptorship model using IPs as Designated Prescribing Practitioners (DPPs) has been introduced. The aim of this study was to investigate stakeholde... Read More about Designated prescribing practitioners: a theory-based cross-sectional study of stakeholders' views on implementation of a novel pharmacy regulator mandated preceptorship model..

Improved multi-time scale lumped thermoelectric coupling modeling and parameter dispersion evaluation of lithium-ion batteries. (2022)
Journal Article
SHI, H., WANG, S., FERNANDEZ, C., YU, C., XU, W., DABLU, B.E. and WANG, L. 2022. Improved multi-time scale lumped thermoelectric coupling modeling and parameter dispersion evaluation of lithium-ion batteries. Applied energy [online], 324, article 119789. Available from: https://doi.org/10.1016/j.apenergy.2022.119789

The rapid development of new energy fields such as electric vehicles and smart grids has put forward higher requirements for the power management of battery integrated systems. Considering that internal temperature and parameter consistency are impor... Read More about Improved multi-time scale lumped thermoelectric coupling modeling and parameter dispersion evaluation of lithium-ion batteries..

A novel equivalent modeling method combined with the splice-electrochemical polarization model and prior generalized inverse least-square parameter identification for UAV lithium-ion batteries. (2022)
Journal Article
PENG, J., SHI, H., WANG, S., WANG, L., FERNANDEZ, C., XIONG, X. and DABLU, B.E. 2022. A novel equivalent modeling method combined with the splice-electrochemical polarization model and prior generalized inverse least-square parameter identification for UAV lithium-ion batteries. Energy science and engineering [online], 10(10), pages 3727-3740. Available from: https://doi.org/10.1002/ese3.1268

The accuracy of lithium-ion battery state estimation is critical to the safety of unmanned aerial vehicles (UAVs). In this paper, aiming at the high-fidelity modeling of the UAV lithium-ion battery, a splice-electrochemical polarization model (S-EPM)... Read More about A novel equivalent modeling method combined with the splice-electrochemical polarization model and prior generalized inverse least-square parameter identification for UAV lithium-ion batteries..

Incremental capacity curve health-indicator extraction based on gaussian filter and improved relevance vector machine for lithium–ion battery remaining useful life estimation. (2022)
Journal Article
FAN, Y., QIU, J., WANG, S., YANG, X., LIU, D. and FERNANDEZ, C. 2022. Incremental capacity curve health-indicator extraction based on gaussian filter and improved relevance vector machine for lithium–ion battery remaining useful life estimation. Metals [online], 12(8), article 1331. Available from: https://doi.org/10.3390/met12081331

Accurate prediction of the remaining useful life (RUL) of lithium–ion batteries is the focus of lithium–ion battery health management. To achieve high–precision RUL estimation of lithium–ion batteries, a novel RUL prediction model is proposed by comb... Read More about Incremental capacity curve health-indicator extraction based on gaussian filter and improved relevance vector machine for lithium–ion battery remaining useful life estimation..

A novel square root adaptive unscented Kalman filter combined with variable forgetting factor recursive least square method for accurate state-of-charge estimation of lithium-ion batteries. (2022)
Journal Article
ZHANG, M., WANG, S., YANG, X., XU, W., YANG, X. and FERNANDEZ, C. 2022. A novel square root adaptive unscented Kalman filter combined with variable forgetting factor recursive least square method for accurate state-of-charge estimation of lithium-ion batteries. International journal of electrochemical science [online], 17(9), article 220915. Available from: https://doi.org/10.20964/2022.09.27

Lithium-ion battery state-of-charge (SOC) serves as an important battery state parameter monitored by the battery management system (BMS), real-time and accurate estimation of the SOC is vital for safe, reasonable, and efficient use of the battery as... Read More about A novel square root adaptive unscented Kalman filter combined with variable forgetting factor recursive least square method for accurate state-of-charge estimation of lithium-ion batteries..

Competency-based assessment in experiential learning in undergraduate pharmacy programmes: qualitative exploration of facilitators' views and needs (ACTp study). (2022)
Journal Article
JACOB, S.A., POWER, A., PORTLOCK, J., JEBARA, T., CUNNINGHAM, S. and BOYTER, A.C. 2022. Competency-based assessment in experiential learning in undergraduate pharmacy programmes: qualitative exploration of facilitators' views and needs (ACTp study). Pharmacy [online], 10(4), article 90. Available from: https://doi.org/10.3390/pharmacy10040090

Newly registered pharmacists will need to possess higher-level competencies and, in Great Britain, there is an expectation that assessments are undertaken during experiential learning (EL). The aim of this study was to explore the perceptions and edu... Read More about Competency-based assessment in experiential learning in undergraduate pharmacy programmes: qualitative exploration of facilitators' views and needs (ACTp study)..

General practice-based undergraduate pharmacy longitudinal clerkship: a theoretically underpinned qualitative evaluation. (2022)
Journal Article
INNES, C., CUNNINGHAM, S., ADDISON, B., WEDEKIND, Y., WATSON, E., RUDD, I., POWER, A., KARIM, L. and RUSHWORTH, G.F. 2022. General practice-based undergraduate pharmacy longitudinal clerkship: a theoretically underpinned qualitative evaluation. International journal of clinical pharmacy [online], 44(5), pages 1123-1131. Available from: https://doi.org/10.1007/s11096-022-01429-0

A Pharmacy Longitudinal Clerkship (PLC) was designed to develop student pharmacists'(SPs) competence in a general practice setting. The aim was to carry out a theoretically-underpinned qualitative evaluation of stakeholder perceptions regarding the... Read More about General practice-based undergraduate pharmacy longitudinal clerkship: a theoretically underpinned qualitative evaluation..

A systematic review and bibliometric analysis of flame-retardant rigid polyurethane foam from 1963 to 2021. (2022)
Journal Article
PAN, Y., YIN, C., FERNANDEZ, C., FU, L. and LIN, C.-T. 2022. A systematic review and bibliometric analysis of flame-retardant rigid polyurethane foam from 1963 to 2021. Polymers [online], 14(15), article 3011. Available from: https://doi.org/10.3390/polym14153011

Flame-retardant science and technology are sciences developed to prevent the occurrence of fire, meet the needs of social safety production, and protect people's lives and property. Rigid polyurethane (PU) is a polymer formed by the additional polyme... Read More about A systematic review and bibliometric analysis of flame-retardant rigid polyurethane foam from 1963 to 2021..

The concentration and biomagnification of PCBs and PBDEs across four trophic levels in a marine food web. (2022)
Journal Article
MADGETT, A.S., YATES, K., WEBSTER, L., MCKENZIE, C., BROWNLOW, A. and MOFFAT, C.F. 2022. The concentration and biomagnification of PCBs and PBDEs across four trophic levels in a marine food web. Environmental pollution [online], 309, article number 119752. Available from: https://doi.org/10.1016/j.envpol.2022.119752

Contracting Parties to the OSPAR Convention for the Protection of the Maine Environment of the North-East Atlantic are required to undertake monitoring and assessment of both inorganic and organic contaminants. There is a requirement to assess contam... Read More about The concentration and biomagnification of PCBs and PBDEs across four trophic levels in a marine food web..

Battery hysteresis compensation modeling and state-of-charge estimation adaptive to time-varying ambient temperature conditions. (2022)
Journal Article
SHI, H., WANG, S., FERNANDEZ, C., HUANG, J., XU, W. and WANG, L. 2022. Battery hysteresis compensation modeling and state-of-charge estimation adaptive to time-varying ambient temperature conditions. International journal of energy research [online], 46(12), pages 17096-17112. Available from: https://doi.org/10.1002/er.8373

Temperature and cell hysteretic effects are two major factors that influence the reliability and safety in long-term management of battery-integrated systems. In this paper, a hysteresis-compensated electrical characteristic model is established to t... Read More about Battery hysteresis compensation modeling and state-of-charge estimation adaptive to time-varying ambient temperature conditions..

A critical review of improved deep convolutional neural network for multi-timescale state prediction of lithium-ion batteries. (2022)
Journal Article
WANG, S., REN, P., TAKYI-ANINAKWA, P., JIN, S. and FERNANDEZ, C. 2022. A critical review of improved deep convolutional neural network for multi-timescale state prediction of lithium-ion batteries. Energies [online], 15(14), article 5053. Available from: https://doi.org/10.3390/en15145053

Lithium-ion batteries are widely used as effective energy storage and have become the main component of power supply systems. Accurate battery state prediction is key to ensuring reliability and has significant guidance for optimizing the performance... Read More about A critical review of improved deep convolutional neural network for multi-timescale state prediction of lithium-ion batteries..

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