An integrated approach for real-time model-based state-of-charge estimation of lithium-ion batteries

Lithium-ion batteries have been widely adopted in electric vehicles (EVs), and accurate state of charge (SOC) estimation is of paramount importance for the EV battery management system. Though a number of methods have been proposed, the SOC estimation for Lithium-ion batteries, such as LiFePo4 battery, however, faces two key challenges: the flat open circuit voltage (OCV) vs SOC relationship for some SOC ranges and the hysteresis effect. To address these problems, an integrated approach for real-time model-based SOC estimation of Lithium-ion batteries is proposed in this paper. Firstly, an auto-regression model is adopted to reproduce the battery terminal behaviour, combined with a non-linear complementary model to capture the hysteresis effect. The model parameters, including linear parameters and non-linear parameters, are optimized off-line using a hybrid optimization method that combines a meta-heuristic method (i.e., the teaching learning based optimization method) and the least square method. Secondly, using the trained model, two real-time model-based SOC estimation methods are presented, one based on the real-time battery OCV regression model achieved through weighted recursive least square method, and the other based on the state estimation using the extended Kalman filter method (EKF). To tackle the problem caused by the flat OCV-vs-SOC segments when the OCV-based SOC estimation method is adopted, a method combining the coulombic counting and the OCV-based method is proposed. Finally, modelling results and SOC estimation results are presented and analysed using the data collected from LiFePo4 battery cell. The results confirmed the effectiveness of the proposed approach, in particular the joint-EKF method.

An effective three-dimensional ordered mesoporous ZnCo2O4 as electrocatalyst for Li-O2 batteries

Three-dimensional ordered mesoporous (3DOM) ZnCo₂O₄ materials have been synthesized via a hard template and used as bifunctional electrocatalysts for rechargeable Li-O₂ batteries. The as-prepared ZnCo₂O₄ nanoparticles possess a high specific surface area of 127.2 m² g^-1 and a spinel crystalline structure. The Li-O₂ battery utilizing 3DOM ZnCo₂O₄ shows a higher specific capacity of 6024 mAh g^-1 than that with pure Ketjen black (KB). Moreover, the ZnCo₂O₄-based electrode enables much enhanced cyclability with a smaller discharge-recharge voltage gap than that of the carbon-only cathode. Such excellent catalytic performance of ZnCo₂O₄ could be associated with its larger surface area and 3D ordered mesoporous structure

A design strategy of large grain lithium-rich layered oxides for lithium-ion batteries cathode

Li-rich materials are considered the most promising for Li-ion battery cathodes, as high capacity can be achieved. However, poor cycling stability is a critical drawback that leads to poor capacity retention. Here a strategy is used to synthesize a large-grain lithium-rich layered oxides to overcome this difficulty without sacrificing rate capability. This material is designed with micron scale grain with a width of about 300 nm and length of 1-3 μm. This unique structure has a better ability to overcome stress-induced structural collapse caused by Li-ion insertion/extraction and reduce the dissolution of Mn ions, which enable a reversible and stable capacity. As a result, this cathode material delivered a highest discharge capacity of around 308 mAh g^-1 at a current density of 30 mA g^-1 with retention of 88.3% (according to the highest discharge capacity) after 100 cycles, 190 mAh g^-1 at a current density of 300 mA g^-1 and almost no capacity fading after 100 cycles. Therefore, Lithium-rich material of large-grain structure is a promising cathode candidate in Lithium-ion batteries with high capacity and high cycle stability for application. This strategy of large grain may furthermore open the door to synthesize the other complex architectures for various applications.

One-dimensional porous La0.5Sr0.5CoO2.91 nanotubes as a highly efficient electrocatalyst for rechargeable lithium-oxygen batteries

The electrochemical performance of one-dimensional porous La_0.5Sr_0.5CoO_2.91 nanotubes as a cathode catalyst for rechargeable nonaqueous lithium-oxygen (Li-O₂) batteries is reported here for the first time. In this study, one-dimensional porous La_0.5Sr_0.5CoO_2.91 nanotubes were prepared by a simple and efficient electrospinning technique. These materials displayed an initial discharge capacity of 7205 mAh g^-1 with a plateau at around 2.66 V at a current density of 100 mA g^-1. It was found that the La_0.5Sr_0.5CoO_2.91 nanotubes promoted both oxygen reduction and oxygen evolution reactions in alkaline media and a nonaqueous electrolyte, thereby improving the energy and coulombic efficiency of the Li-O₂ batteries. The cyclability was maintained for 85 cycles without any sharp decay under a limited discharge depth of 1000 mAh g^-1, suggesting that such a bifunctional electrocatalyst is a promising candidate for the oxygen electrode in Li-O₂ batteries.

Three-dimensional graphene-Co3O4 cathodes for rechargeable Li-O2 batteries

A three-dimensional (3D) graphene-Co₃O₄ electrode was prepared by a two-step method in which graphene was initially deposited on a Ni foam with Co₃O₄ then grown on the resulting graphene structure. Cross-linked Co₃O₄ nanosheets with an open pore structure were fully and vertically distributed throughout the graphene skeleton. The free-standing and binder-free monolithic electrode was used directly as a cathode in a Li-O₂ battery. This composite structure exhibited enhanced performance with a specific capacity of 2453 mA h g^-1 at 0.1 mA cm^-2 and 62 stable cycles with 583 mA h g^-1 (1000 mA h g_carbon^-1). The excellent electrochemical performance is associated with the unique architecture and superior catalytic activity of the 3D electrode. 

Surface modification of LiV3O8 nanosheets via layer-by-layer self-assembly for high-performance rechargeable lithium batteries

In this work, an economical route based on hydrothermal and layer-by-layer (LBL) self-assembly processes has been developed to synthesize unique Al ₂O₃-modified LiV₃O₈ nanosheets, comprising a core of LiV₃O₈ nanosheets and a thin Al ₂O₃ nanolayer. The thickness of the Al₂O ₃ nanolayer can be tuned by altering the LBL cycles. When evaluated for their lithium-storage properties, the 1 LBL Al₂O ₃-modified LiV₃O₈ nanosheets exhibit a high discharge capacity of 191 mA h g^-1 at 300 mA g^-1 (1C) over 200 cycles and excellent rate capability, demonstrating that enhanced physical and/or chemical properties can be achieved through proper surface modification. © 2014 Elsevier B.V. All rights reserved.

Facile synthesis of nanocrystalline LiFePO4/graphene composite as cathode material for high power lithium ion batteries

We describe a simple strategy, which is based on the idea of space confinement, for the synthesis of carbon coating on LiFePO₄ nanoparticles/graphene nanosheets composites in a water-in-oil emulsion system. The prepared composite displayed high performance as a cathode material for lithium-ion battery, such as high reversible lithium storage capacity (158 mA h g^-1 after 100 cycles), high coulombic efficiency (over 97%), excellent cycling stability and high rate capability (as high as 83 mA h g ^-1 at 60 C). Very significantly, the preparation method employed can be easily adapted and be extended as a general approach to sophisticated compositions and structures for the preparation of highly dispersed nanosized structure on graphene. 

An in situ ionic-liquid-assisted synthetic approach to iron fluoride/graphene hybrid nanostructures as superior cathode materials for lithium ion batteries

A tactful ionic-liquid (IL)-assisted approach to in situ synthesis of iron fluoride/graphene nanosheet (GNS) hybrid nanostructures is developed. To ensure uniform dispersion and tight anchoring of the iron fluoride on graphene, we employ an IL which serves not only as a green fluoride source for the crystallization of iron fluoride nanoparticles but also as a dispersant of GNSs. Owing to the electron transfer highways created between the nanoparticles and the GNSs, the iron fluoride/GNS hybrid cathodes exhibit a remarkable improvement in both capacity and rate performance (230 mAh g^-1 at 0.1 C and 74 mAh g^-1 at 40 C). The stable adhesion of iron fluoride nanoparticles on GNSs also introduces a significant improvement in long-term cyclic performance (115 mAh g^-1 after 250 cycles even at 10 C). The superior electrochemical performance of these iron fluoride/GNS hybrids as lithium ion battery cathodes is ascribed to the robust structure of the hybrid and the synergies between iron fluoride nanoparticles and graphene. © 2013 American Chemical Society.

Impact of average household income and damage exposure on post-earthquake distress and functioning: A community study following the February 2011 Christchurch earthquake.

Post-traumatic stress, depression and anxiety symptoms are common outcomes following earthquakes, and may persist for months and years. This study systematically examined the impact of neighbourhood damage exposure and average household income on psychological distress and functioning in 600 residents of Christchurch, New Zealand, 4–6 months after the fatal February, 2011 earthquake. Participants were from highly affected and relatively unaffected suburbs in low, medium and high average household income areas. The assessment battery included the Acute Stress Disorder Scale, the depression module of the Patient Health Questionnaire (PHQ-9), and the Generalized Anxiety Disorder Scale (GAD-7), along with single item measures of substance use, earthquake damage and impact, and disruptions in daily life and relationship functioning. Controlling for age, gender and social isolation, participants from low income areas were more likely to meet diagnostic cut-offs for depression and anxiety, and have more severe anxiety symptoms. Higher probabilities of acute stress, depression and anxiety diagnoses were evident in affected versus unaffected areas, and those in affected areas had more severe acute stress, depression and anxiety symptoms. An interaction between income and earthquake effect was found for depression, with those from the low and medium income affected suburbs more depressed. Those from low income areas were more likely, post-earthquake, to start psychiatric medication and increase smoking. There was a uniform increase in alcohol use across participants. Those from the low income affected suburb had greater general and relationship disruption post-quake. Average household income and damage exposure made unique contributions to earthquake-related distress and dysfunction.

Motor deficits in children with autism spectrum disorder: A cross-syndrome study

Recent research suggests that children with autism spectrum disorder (ASD) experience some level of motor difficulty, and that this may be associated with social communication skills. However, other studies show that children with language impairments, but without the social communication problems, are at risk of motor difficulties as well. The aim of the present study was to determine if children with ASD have syndrome specific motor deficits in comparison to children with specific language impairment (SLI). We used an independent groups design with three groups of children (8-10 years old) matched on age and nonverbal IQ; an ASD group, an SLI group, and a typically developing (TD) group. All of the children completed an individually administered, standardized motor assessment battery. We found that the TD group demonstrated significantly better motor skills than either the ASD or SLI groups. Detailed analyses of the motor subtests revealed that the ASD and SLI groups had very similar motor profiles across a range of fine and gross motor skills, with one exception. We conclude that children with ASD, and SLI, are at risk of clinically significant motor deficits. However, future behavioural and neurological studies of motor skills in children with ASD should include an SLI comparison group in order to identify possible autism specific deficits.

Split Converter-Fed SRM Drive for Flexible Charging in EV/HEV Applications

Electric vehicles (EVs) and hybrid EVs are the way forward for green transportation and for establishing low-carbon economy. This paper presents a split converter-fed four-phase switched reluctance motor (SRM) drive to realize flexible integrated charging functions (dc and ac sources). The machine is featured with a central-tapped winding node, eight stator slots, and six rotor poles (8/6). In the driving mode, the developed topology has the same characteristics as the traditional asymmetric bridge topology but better fault tolerance. The proposed system supports battery energy balance and on-board dc and ac charging. When connecting with an ac power grid, the proposed topology has a merit of the multilevel converter; the charging current control can be achieved by the improved hysteresis control. The energy flow between the two batteries is balanced by the hysteresis control based on their state-of-charge conditions. Simulation results in MATLAB/Simulink and experiments on a 150-W prototype SRM validate the effectiveness of the proposed technologies, which may provide a solution to EV charging issues associated with significant infrastructure requirements.

Systematic review of tools to measure outcomes for young children with autism spectrum disorder

BACKGROUND: The needs of children with autism spectrum disorder (ASD) are complex and this is reflected in the number and diversity of outcomes assessed and measurement tools used to collect evidence about children's progress. Relevant outcomes include improvement in core ASD impairments, such as communication, social awareness, sensory sensitivities and repetitiveness; skills such as social functioning and play; participation outcomes such as social inclusion; and parent and family impact.

OBJECTIVES: To examine the measurement properties of tools used to measure progress and outcomes in children with ASD up to the age of 6 years. To identify outcome areas regarded as important by people with ASD and parents.

METHODS: The MeASURe (Measurement in Autism Spectrum disorder Under Review) research collaboration included ASD experts and review methodologists. We undertook systematic review of tools used in ASD early intervention and observational studies from 1992 to 2013; systematic review, using the COSMIN checklist (Consensus-based Standards for the selection of health Measurement Instruments) of papers addressing the measurement properties of identified tools in children with ASD; and synthesis of evidence and gaps. The review design and process was informed throughout by consultation with stakeholders including parents, young people with ASD, clinicians and researchers.

RESULTS: The conceptual framework developed for the review was drawn from the International Classification of Functioning, Disability and Health, including the domains 'Impairments', 'Activity Level Indicators', 'Participation', and 'Family Measures'. In review 1, 10,154 papers were sifted - 3091 by full text - and data extracted from 184; in total, 131 tools were identified, excluding observational coding, study-specific measures and those not in English. In review 2, 2665 papers were sifted and data concerning measurement properties of 57 (43%) tools were extracted from 128 papers. Evidence for the measurement properties of the reviewed tools was combined with information about their accessibility and presentation. Twelve tools were identified as having the strongest supporting evidence, the majority measuring autism characteristics and problem behaviour. The patchy evidence and limited scope of outcomes measured mean these tools do not constitute a 'recommended battery' for use. In particular, there is little evidence that the identified tools would be good at detecting change in intervention studies. The obvious gaps in available outcome measurement include well-being and participation outcomes for children, and family quality-of-life outcomes, domains particularly valued by our informants (young people with ASD and parents).

CONCLUSIONS: This is the first systematic review of the quality and appropriateness of tools designed to monitor progress and outcomes of young children with ASD. Although it was not possible to recommend fully robust tools at this stage, the review consolidates what is known about the field and will act as a benchmark for future developments. With input from parents and other stakeholders, recommendations are made about priority targets for research.

FUTURE WORK: Priorities include development of a tool to measure child quality of life in ASD, and validation of a potential primary outcome tool for trials of early social communication intervention.

STUDY REGISTRATION: This study is registered as PROSPERO CRD42012002223.

FUNDING: The National Institute for Health Research Health Technology Assessment programme.

Efeitos genotóxicos e bioquímicos de xenobióticos em animais aquáticos

No presente trabalho, foi estudado um largo espectro de efeitos genotóxicos e bioquímicos na tainha-garrento (Liza aurata). Nos Capítulos II e III são descritos os efeitos de exposição de curta duração ao fenantreno, um hidrocarboneto aromático policíclico (HAP). A exposição de curta duração (16 horas) demonstrou a capacidade deste composto induzir a actividade da enzima de fase I da biotransformação, etoxiresorufina O-desetilase (EROD), provocar decréscimos de integridade no ADN hepático e aumento de anomalias nucleares eritrocíticas (ANE). Em termos de respostas de stresse, os níveis plasmáticos de cortisol e glucose aumentaram face à exposição a este HAP. A exposição ao fenantreno induziu o decréscimo da glutationa peroxidase (GPx) nas guelras, enquanto que no fígado a actividade da GPx aumentou. No rim, a actividade da glutationa S-transferase (GST) foi inibida. Nas guelras, verificou-se um aumento da catalase. O fenantreno demonstrou igualmente a capacidade de induzir um aumento dos níveis de glutationa nas guelras e fígado. Estas respostas demonstraram a sensibilidade de L. aurata, a este HAP, realçando a especificidade das respostas em termos de órgãos. Apesar dos aumentos das defesas antioxidantes, o potencial tóxico deste composto foi demonstrado pelo aumento da peroxidação lipídica nos três órgãos. Nos capítulos seguintes, são descritas as respostas de L. aurata capturada na Ria de Aveiro, em locais com diferentes perfis de contaminação, inicialmente no Outono de 2005 (Capítulos III a IX) e posteriormente analisando respostas sazonais (Capítulos X e XI). A análise de respostas de stresse (cortisol, glucose e lactato) revelou que L. aurata capturada em Vagos (local contaminado por HAPs) apresentava níveis baixos de cortisol, enquanto que no Laranjo (local contaminado por mercúrio) apresentavam elevados níveis de glucose e lactato. Relativamente às hormonas do eixo hipotálamo – hipófise – tiróide (HHT), foram observados elevados níveis plasmáticos da hormona estimuladora da tiróide (TSH) nos organismos capturados no Laranjo, baixos níveis de tiroxina (T4) nos organismos da Barra (local sujeito a tráfego naval) e baixos níveis de triiodotironina (T3) no Rio Novo do Príncipe (próximo de um antigo efluente de pasta de papel), Laranjo e Vagos. A avaliação das defesas antioxidantes, dano oxidativo e genotóxico nas guelras, rim e fígado revelou diferenças significativas nas respostas dos órgãos. L. aurata capturada na Barra apresentou dano oxidativo nas guelras (Capítulo V). No rim foi detectada uma diminuição da integridade do ADN no Rio Novo do Príncipe e Vagos (Capítulo VI), enquanto que no fígado foi observado dano lipídico na Gafanha e Vagos (Capítulo VIII). O dano não esteve sempre associado a um decréscimo das defesas. As análises da água e do sedimento da Ria de Aveiro (Outono de 2005) revelaram elevadas concentrações de metais (Cd, Hg, Cu e Zn),principalmente, no Laranjo e Rio Novo do Príncipe. L. aurata capturada nestes locais apresentou os níveis mais elevados de metalotioninas hepáticas (Capítulo VII) que parecem responsáveis pela inexistência de danos no fígado (Capítulo VIII). O dano oxidativo no ADN, avaliado através da quantificação dos níveis plasmáticos de 8-hidroxi-2-desoxiguanosina (8-OHdG) e o dano clastogénico/aneugénico, avaliado através da quantificação da frequência de ANE, foram estudados, no Outono de 2005, em duas espécies de peixes (L. aurata e Dicentrarchus labrax - robalo) (Capítulo IX). Os resultados revelaram grande sensibilidade de D. labrax em termos de dano oxidativo no ADN na Gafanha, Rio Novo do Príncipe e Vagos, enquanto que L. aurata apresentou dano oxidativo apenas no Laranjo. O aumento da frequência de ANE apenas foi detectado em L. aurata, em Vagos, não se tendo detectado correlação entre estes dois parâmetros. O estudo sazonal (Maio de 2006 a Março de 2007) do dano oxidativo no ADN e frequência de ANE em L. aurata (Capítulo X) demonstrou a variação destes parâmetros com a estação do ano, apesar de não se ter verificado correlação com os parâmetros hidrológicos determinados. No entanto, no local de referência não se verificaram diferenças sazonais, o que sugere que estes biomarcadores reflectem variações de biodisponibilidade de contaminantes. A análise global dos resultados das diferentes estações do ano revelou que L. aurata capturada no Rio Novo do Príncipe e em Vagos apresentou maior susceptibilidade a dano oxidativo no ADN. No entanto, apenas L. aurata capturada em Vagos apresentou frequência de ANE superior à do local de referência. Os dados do estudo sazonal revelaram uma correlação entre dano oxidativo e ANE, sugerindo o stresse oxidativo como um possível mecanismo envolvido na formação de anomalias. A integridade do ADN das guelras, rim, fígado e sangue de L. aurata foi igualmente estudada ao longo de um ano (Capítulo XI), tendo-se verificado uma grande variabilidade ao longo deste período. Não foi demonstrada sensibilidade a um perfil de contaminação específico, tendo-se verificando variabilidade sazonal no local de referência. Globalmente, os resultados demonstraram a importância da utilização de uma bateria de biomarcadores na monitorização ambiental e a especificidade da resposta dos diferentes órgãos de L. aurata.

Factores afectivos e desempenho cognitivo na aprendizagem linguística

Neste trabalho foram cumpridos dois estudos intencionalmente diferenciados para avaliar factores afectivos e desempenho cognitivo no contexto de comportamento verbal em Língua segunda. No primeiro estudo foram descritos, analisados e discutidos os resultados que confirmam a influência da motivação, ansiedade e estilos de aprendizagem, em condição de aquisição de nova língua e de adaptação à cultura dominante. Essa influência é discutida na relação com variados factores e atendendo à diferenciação do valor de predição de cada um dos factores mencionados. A associação do factor idade ao factor cultural revelou-se a principal fonte diferenciadora das autoavaliações observadas. No segundo estudo, com a aplicação da bateria de testes em formato electrónico, foi possível averiguar os resultados e discutir as suas implicações ao nível do desempenho dos sujeitos, corroborando e refutando pressupostos teóricos de modelos que versam nesta área de estudo. O desempenho observado tem sérias implicações na reflexão pedagógica e práctica escolar, uma vez que, de forma geral, os sujeitos mais novos exibiram um desempenho medíocre quando comparado com a performance muito positiva dos participantes mais velhos, gerando conflito em relação aos pressupostos práticos implicados na teoria do período sensível para desenvolvimento de linguagem. Por outro lado, as duas amostras (nativos e imigrantes) revelam desempenhos muito próximos o que não destaca, como seria de esperar, o grupo nativo que deveria evidenciar vantagem devido ao conhecimento mais elevado relativamente ao léxico e gramática do Português, como Língua Materna. A relação entre motivação favorável, fraco índice de ansiedade linguística, e bom desempenho cognitivo não se revela linear e taxativa e devem ser revistos os princípios de modelos teóricos que advogam a consonância clássica entre determinados factores afectivos (motivação e estilos de aprendizagem) e cognitivos, no contexto da competência e performance verbais. Considerando os materiais desenvolvidos e observando os resultados obtidos, este estudo viabiliza o acesso a uma nova oportunidade de avaliação, em estilo de diagnose, dirigida aos alunos aprendentes de Português Língua Segunda, com experiência migratória.

Construção de instrumentos de avaliação da dislexia

Com este trabalho, pretendemos descrever a construção da Bateria de Avaliação da Dislexia de Desenvolvimento (BADD), caracterizá-la metricamente, apresentar e discutir os resultados. Este instrumento de avaliação da dislexia foi aplicado a 555 crianças portuguesas, com idades compreendidas entre os 7 e os 12 anos de idade. Analisamos os processos cognitivos implicados na aprendizagem da leitura e escrita e aqueles que se encontram afectados em crianças com dislexia de desenvolvimento, nomeadamente a consciência fonológica, memória fonológica de trabalho, leitura e velocidade, escrita sob ditado, cálculo matemático, compreensão de frases, memória de curto e longo prazo e sequências. Foram assim comparadas as pontuações totais de acertos por teste entre crianças normoléxicas e crianças disléxicas, no sentido de verificar em que testes estes se diferenciam e, neste sentido, constituir um conjunto de testes que permitam uma avaliação da dislexia de desenvolvimento. Através da análise dos resultados ao nível da consistência interna do instrumento, verificamos que esta bateria de testes apresenta uma consistência elevada, aumentando após a exclusão do item Teste de Velocidade de Leitura, tempo, que será considerado como item isolado e utilizado à parte da bateria. Outro dos objectivos deste estudo foi o de reforçar a hipótese originalmente colocada de que a performance dos disléxicos nestes testes seria claramente inferior à do grupo controlo, permitindo desta forma diferenciar os dois grupos. Neste sentido, podemos concluir que a validação de uma bateria nestes moldes vem reforçar a importância de testes psicométricos como um dos elementos de uma avaliação psicológica, tornando-se fundamental para uma avaliação atempada e coerente com o quadro teórico da dislexia de desenvolvimento.