Application of the fuzzy min-max neural network to fault detection and diagnosis of induction motors

In this paper, an application of the motor current signature analysis (MCSA) method and the fuzzy min–max (FMM) neural network to detection and classification of induction motor faults is described. The finite element method is employed to generate simulated data pertaining to changes in the stator current signatures under different motor conditions. The MCSA method is then used to process the stator current signatures. Specifically, the power spectral density is employed to extract harmonics features for fault detection and classification with the FMM network. Various types of induction motor faults, which include stator winding faults and eccentricity problems, under different load conditions are experimented. The results are analyzed and compared with those from other methods. The outcomes indicate that the proposed technique is effective for fault detection and diagnosis of induction motors under different conditions.

Precursors and correlates of anxiety trajectories from late childhood to late adolescence

The present research employed a prospective, multi-informant design to examine precursors and correlates of differing anxiety profiles from late childhood to late adolescence. The sample consisted of 626 boys and 667 girls who are participants in the Australian Temperament Project, a large, longitudinal, community-based study that has followed young people's psychosocial adjustment from infancy to adulthood. The present research analyzes data collected from the first 12 waves of data, from 4–8 months to 17 years. Parents, primary school teachers, maternal and child health nurses, and from the age of 11 onward, the young people themselves have provided survey data. Trajectory analyses revealed three distinct patterns of self-reported anxiety from late childhood to late adolescence, comprising low, moderate, and high (increasing) trajectories, which differed somewhat between boys and girls. A range of parent- and teacher-reported factors was found to be associated with these trajectories, including temperament style, behavior problems, social skills, parenting, negative family events, and peer relationships. Compared with male trajectories, female trajectories were associated with a greater variety of psychosocial variables (including parenting and externalizing problems), which may partially account for the higher prevalence of anxiety in adolescent girls compared with boys. Findings shed light on gender-specific pathways to anxiety and the need for comprehensive, integrative approaches to intervention and prevention programs.

Breastfeeding and infant sleep patterns : an Australian population study

Objective : Our purpose was to determine if babies breastfed at 6 months of age were more likely to wake at night and less likely to sleep alone than formula-fed babies.

Patients and Methods : Data were drawn from the first wave of The Longitudinal Study of Australian Children, an ongoing, nationally representative study of the growth and development of Australia's children. The 4507 participants met the criteria for this study. The measures examined infant sleep problems as the outcome and breastfeeding at 6 months of age as the exposure in addition to the demographic data, maternal mental health, infant birthweight and gestational age at delivery.

Results : After adjustment for covariates, reports by mothers of infants that breastfed at 6 months of age suggested infants were 66% more likely to wake during the night and 72% more likely to report difficulty sleeping alone. However, breastfeeding had a strongly protective effect on wheezing, coughing, snoring and breathing problems, and it was not associated with restless sleep or problems getting to sleep for the infant.

Conclusions : Breastfeeding was found to be associated with increased night waking and this is consistent with other studies. There are biological reasons why this might be required to ensure breastfeeding continues to 6 months and beyond. The current low rates of sustained breastfeeding in many Western countries needs to be reconsidered in relation to parental and public health practices promoting prolonged nocturnal infant sleep patterns.

How do drug and alcohol use relate to parental bonding and risk perception in university students?

Alcohol and drug use are major health concerns on university and college campuses. It has previously been found that parental rearing patterns are related to the frequency of substance use. Further, perceptions that drug use is dangerous have been found to be related to less substance use. However, little research has directly examined the impact of parental rearing patterns on substance use by university students, and no research has examined the effects of both risk perception and parenting on substance use. Therefore, this research surveyed the frequency and extent of alcohol, cigarette and illicit drug use by students (N = 336) at a Canadian university residence, classes and health services and examined the relationship between the results with parental bonding and risk perception. It was found that “affectionless control” parenting patterns in the mother, but not the father, were related to greater drinking and drinking problems and to the use of illicit substances. Lower perceptions of risk were related to greater use of alcohol, cigarettes, cannabis and other illicit substances. Unexpectedly, there was little relationship between parental rearing and risk perceptions, suggesting that there are other avenues whereby parenting leads to greater alcohol use. Implications are discussed.

Maternal and early postnatal nutrition and mental health of offspring by age 5 years: a prospective cohort study clinical guidance

Objective
Diet quality is related to the risk for depression and anxiety in adults and adolescents; however, the possible impact of maternal and early postnatal nutritional exposures on children’s subsequent mental health is unexplored.

Method
The large prospective Norwegian Mother and Child Cohort Study recruited pregnant women between 1999 and 2008. Data were collected from mothers during pregnancy and when children were 6 months and 1.5, 3, and 5 years of age. Latent growth curve models were used to model linear development in children’s internalizing and externalizing problems from 1.5 to 5 years of age as a function of diet quality during pregnancy and at 1.5 and 3 years. Diet quality was evaluated by dietary pattern extraction and characterized as “healthy” or “unhealthy.” The sample comprised 23,020 eligible women and their children. Adjustments were made for variables including sex of the child, maternal depression, maternal and paternal age, maternal educational attainment, household income, maternal smoking before and during pregnancy, mothers’ parental locus of control, and marital status.

Results
Higher intakes of unhealthy foods during pregnancy predicted externalizing problems among children, independently of other potential confounding factors and childhood diet. Children with a high level of unhealthy diet postnatally had higher levels of both internalizing and externalizing problems. Moreover, children with a low level of postnatal healthy diet also had higher levels of both internalizing and externalizing problems.

Conclusion
Among this large cohort of mothers and children, early nutritional exposures were independently related to the risk for behavioral and emotional problems in children.

Methods and technologies to promote information-centered knowledge construction

This alternative event for the 2013 iConference is a combination of lightning talks, a demonstration of an assessment technology for knowledge construction in complex domains, and a hands-on exercise in using the tools discussed. The unifying logic for this presentation is that meaningful learning often involves solving challenging and complex problems that allow for multiple solution approaches and a variety of acceptable solutions. While it is important to prepare students to solve such problems, it is difficult to determine the extent to which various interventions and programs are contributing to the development of appropriate problem-solving strategies and attitudes. Simply testing domain knowledge or the ability to solve simple, single-solution problems may not provide support for improving individual student ability or relevant programs and activities. A reliable and robust methodology for assessing the relevant knowledge constructions of students engaged in solving challenging problems is needed, and that is our focus.

Use and perceptions of worked example videos for first-year students studying mathematics in a primary education degree

Worked example videos have great potential to be useful for students when learning mathematics as they can work through the questions at their own pace, pausing as needed, but still learn from the way the demonstrator thinks and solves problems. We created worked example videos each week for a mathematics subject taught in the first year of a primary education degree and investigated student perceptions and their usage patterns. An additional aspect of this undertaking was the inclusion of subtitles to make the videos accessible to hearing impaired and ESL students. This report will reflect on the process of creating these videos, as well as some initial findings on their success.

Embedding systemic science with FFSR and DPI, phase 2 : final project report

Systemic Science (systems thinking) provides a structured approach to better conceptualise and operationalise problems and to deal with complexity, uncertainty and risk. Systemic Science is different from traditional forms of scientific investigation because it focuses on 'the whole' rather than the component parts.

Systemic science is a skill that DPI generally lacks, although certain sections of the organisation do employ its principles with success. The objective of this project was to enhance DPI's existing systems thinking capability, with particular emphasis on FFSR, to develop the skills in more staff across the organisation, and to showcase the merits of the approach by applying the concepts on existing/planned projects. This report details ‘Phase 2’ (year 2) of the project and as such, outputs from the separate ‘Phase 1’ are not reported here.

Ways in which theory and practice are integrated in the pre-service teacher education practicum

This paper reports on a study into pre-service teachers’ perceptions about their professional development during practicum. The study examined to what extent, and how effectively, one group of pre-service teachers was able to integrate theory and practice during a three-week practicum in the first year of their degree. Data for this mixed methods study were drawn from one cohort of first-year students undertaking the Master of Teaching (MTeach), a graduate-level entry program in the Faculty of Education at an urban Australian university. Although there is a strong field of literature around the practicum in pre-service teacher education, there has been a limited focus on how pre-service teachers themselves perceive their development during this learning period. Further, despite widespread and longstanding acknowledgement of the “gap” between theory and practice in teacher education, there is still more to learn about how well the practicum enables an integration of these two dimensions of teacher preparation. In presenting three major findings of the study, this paper goes some way in addressing these shortcomings in the literature. First, opportunities to integrate theory and practice were varied, with many participants reporting supervision and scheduling issues as impacting on their capacity to effectively enact theory in practice. Second, participants’ privileging of theory over practice, identified previously in the literature as commonly characteristic of the pre-service teacher, was found in this study to be particularly prevalent during practicum. Third, participants overwhelmingly supported the notion of linking university coursework assessment to the practicum as a means of bridging the gap between, on the one hand, the university and the school and, on the other hand, theory and practice. The discussion and consideration of findings such as those reported in this paper are pertinent and timely, given the ratification of both the National Professional Standards for Teachers and the Initial Teacher Education Program Standards by the Australian Federal Government earlier this year. Within a number of the seven Professional Standards, graduate teachers are required to demonstrate knowledge and skills associated with both the theory and practice of teaching and with their effective integration in the classroom. To be nationally accredited, pre-service teacher education programs must provide evidence of enabling pre-service teachers to acquire such knowledge and skills.

The model of Chinese ecomuseums -- benchmarking, evaluation and a comparison with Australian open-air museums

This thesis is a comparative study of Chinese and Australian ecomuseums in terms of their governance & strategies, local participation & empowerment, and heritage interpretation & conservation. It concluded their difference and critical problems. In the end, a model is built up towards a better management of Chinese ecomuseum.

Do children with autism and Asperger's disorder have difficulty controlling handwriting size? A kinematic evaluation

Children with autism spectrum disorders (ASD) often show difficulties in controlling letter size and consistent letter formation during handwriting; however, there has been little research into the underlying nature of handwriting impairments in this group. The aim of this study was to assess the ability of children with ASD to regulate the size and consistency of fundamental handwriting movements when using writing guides, and determine whether the kinematic profile during writing is different to typically developing children. Twenty-six boys with ASD (16 with high-functioning autism, 10 with Asperger's disorder) aged 8-13 years (IQ > 75), and 17 typically developing children wrote a series of four cursive letter l's using 10 mm and 40 mm writing guides, using a graphics tablet and stylus. Movement size and consistency was comparable between groups when the writing guides were set at 10 mm; however, handwriting movements of children with ASD were significantly faster and more fluent than typically developing children when writing guides were set at 40 mm. Neuromotor noise was comparable to that of typically developing children across both writing sizes. Clinically, our findings indicate that children with ASD have a well-automated motor plan for simple handwriting movements when writing guides are present and that problems of handwriting legibility in ASD are likely to arise from other factors, such as complex motor chaining (i.e. writing whole words and sentences), or attentional, working memory and linguistic demands when writing.

Family day care educators’ knowledge, confidence and skills in promoting children’s social and emotional wellbeing: baseline data from Thrive

THIS PAPER PRESENTS BASELINE data from Thrive, a capacity-building program for family day care educators. Educators completed a self-report survey assessing knowledge and confidence in promoting children’s social and emotional wellbeing. An in-home observation was used to assess care quality. Twenty-four educators responded to the survey (40 per cent response rate). They had an average of nine years’ experience and 82 percent held childcare qualifications. Educators reported knowledge of, on average, three early signs of social and emotional problems in children, three risk factors and two protective factors. Using a scale from 0-10, mean educator confidence levels ranged from an average of 6.69 to 7.25. Quality of care ratings were moderate. Although educators had a good understanding of children’s social and emotional wellbeing, the study identified opportunities for significant changes in the quality of the educators’ interactions with children in their care and their professional development.

Introduction : The Iraq legacies: intervention, occupation, withdrawal and beyond

This chapter examines the various and complex legacies of the Iraq War of 2003. In follows the trajectory of these legacies back to the earliest days of the US intervention and examines the extent to which key decisions and errors of judgement on the part ofthe Coalition and the Iraqi political elite have had unexpected and devastating consequences for Iraq today. The chapter documents how the war dramatically altered the lives of ordinary Iraqis and led to many of the most deep-seated and intractable problems facing Iraq, the region and the world today. In discussing these legacies, this chapter also points to the root causes of the rapid turn of events that transpired after the dramatic advance of ISIS in mid-2014. The argument here being that the Iraq War of 2003 has left behind a sequence of deeply felt but rarely examined legacies and that together these legacies have served as the catalyst of Iraq’s current chaos. Therefore, this chapter is not only timely, but it also addresses a significant lacuna in academic and policy debates by addressing a series of urgent questions concerning the legacies of Iraq.

Conclusion : The Iraq legacies and the roots of the ‘Islamic State’

With the deadly ISIS advance, the sudden rousing of Shia militias and the threat of Kurdish secession, Iraq faces a host of deep-seated and intractable problems. Together, these events raise a number of serious questions, not just for Iraq and its future but also for the broader Middle East, the United States and its Coalition partners and the international community. While these challenges and questions will drive much academic debate, political analysis and media discussion in the months and years ahead, they are not the central purpose of this chapter. While there is always a risk in commenting on unfolding events, including the potential to overstate their significance and likely long-term impact, it is difficult to ignore the significance of the deadly ISIS advance and all that has happened since. This chapter argues that key to understanding these events is coming to terms with the three varied and complex legacies of the 2003 Iraq War. The first central legacy of the Iraq War is the ongoing consequences of several critical mistakes made by the US-led Coalition before, during and immediately after the 2003 intervention. The second legacy addressed here is the fact that the 2003 war shattered – perhaps irreversibly - Iraqis fragile cultural mosaic and its rich and complex history of overlapping and intersecting communities, ideologies and narratives. The third and final legacy of the 2003 Iraq War detailed in this chapter is its significant regional and global consequences – from spiralling sectarianism across the Middle East to a profound challenge to America’s status as the last remaining superpower and its use of military power for ‘humanitarian’ ends. The argument here is that these three important legacies set in train a sequence of events that have served as the collective catalyst for the expansion of the ‘Islamic State’ from mid-2014.

Securitising participation in the Philippines: KALAHI and community-driven participation

Participatory approaches to development have been implemented increasingly. One form is the World Bank’s community-driven development (CDD) programme. Participation has, also, become increasingly securitised since 2001. One instance of these trends was the Kapit-Bisig Laban sa Kahirapan (KALAHI) project in the Philippines. This paper examines the implementation of CDD and the problems of its securitisation, using the Philippines as a case study. A composite conceptual framework is advanced that draws upon the international analyses of development. Adapting the concepts of securitisation and de-politicisation, it argues that a new hegemonic-development framework has appeared: the Securitised-Washington consensus. The analysis assesses these trends through the examples of KALAHI and Philippine politics and economics. It suggests that securitised CDD projects result in token efforts at political reform and poverty alleviation that often are contradicted by counter-trends towards development decline and militarisation. Unless these deep-rooted problems are confronted, localised participation is likely to remain ineffectual.