Over the past three years we have built a practice-oriented, bachelor level, educational programme for software engineers to specialize as AI engineers. The experience with this programme and the practical assignments our students execute in industry has given us valuable insights on the profession of AI engineer. In this paper we discuss our programme and the lessons learned for industry and research.
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Revolutionary advances in technology have been seen in many industries, with the IIoT being a prime example. The IIoT creates a network of interconnected devices, allowing smooth communication and interoperability in industrial settings. This not only boosts efficiency, productivity, and safety but also provides transformative solutions for various sectors. This research looks into open-source IIoT and edge platforms that are applicable to a range of applications with the aim of finding and developing high-potential solutions. It highlights the effect of open-source IIoT and edge computing platforms on traditional IIoT applications, showing how these platforms make development and deployment processes easier. Popular open-source IIoT platforms include DeviceHive and Thingsboard, while EdgeX Foundry is a key platform for edge computing, allowing IIoT applications to be deployed closer to data sources, thus reducing latency and conserving bandwidth. This study seeks to identify potential future domains for the implementation of IIoT solutions using these open-source platforms. Additionally, each sector is evaluated based on various criteria, such as development requirement analyses, market demand projections, the examination of leading companies and emerging startups in each domain, and the application of the International Patent Classification (IPC) scheme for in-depth sector analysis.
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Throughout Europe, refugees must participate in civic integration programs aimed to improve language and to have them learn and adopt the ‘European’ way of life. These programmes have been criticized for being restrictive, discriminatory and as negatively impacting on the lives of refugees. Our study aims to explore the Dutch civic integration programme at the level of discourse.MethodThis three-part critical ethnography explores civic integration in the Netherlands by drawing on Foucauldian and decolonial theories. Firstly, a critical discourse analysis of practice texts (course books, exams) explored how they present integration and the Other. Secondly, observations during integration courses and focus groups with staff will further explore how these concepts are shaped. Lastly, a variety of creative methods will be offered to refugees, exploring how they demonstrate their integration through everyday doing.Impact/ResultsResults of the first study demonstrate that texts are actively constructing an image of the unmodern Other, attributing inherently unmodern values and ‘ways of doing’ to them. This image is reminiscent of previous historical depictions of the Other; suggesting that colonial classifications have their afterlife in programs today. It demonstrates that Othering is an indestructible practice across time and across multiple levels of integration, from policy to practice.Conclusions/OutcomesThe discourse we use shapes our understanding of who belongs and who not. These understandings impact on the treatment of groups and their occupational possibilities. Analyzing discourses creates spaces for new narratives and for new understandings of integration.
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How societies respond to the challenges of human migration is one of the most morally defining and socioeconomically consequential policy decisions of our time. As anti-immigrant parties across the Global North seek to capitalize on public concerns about immigrant inclusion and border control, immigration has turned into a deepening social and political cleavage. Meanwhile, the greatest immigration challenges are faced in the Global South. The vast majority of refugees who are forcibly displaced by war, political violence, poverty and environmental disasters seek refuge in neighbouring regions where many states lack the capacity to adequately support them. Given these challenges it is imperative for occupational therapists and scientists to work collaboratively to support equitable occupational possibilities for immigrants, refugees and internally displaced persons.
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Dit is het eindrapport van de Global mOralHealth bijeenkomst georganiseerd door de Wereldgezondheidsorganisatie (WHO) en de universiteit van Montpellier. Docent Mondzorgkunde - Janneke Scheerman en lid van het lectoraat GGZ verpleegkunde - woonde deze bijeenkomst in oktober 2018 bij en droeg bij aan het rapport: https://www.inholland.nl/nieuws/be-helthy-be-mobile/ Als vervolg op de Global mOralHealth bijeenkomst wordt het mOralHealth handboek ontwikkeld, waaraan Janneke meeschrijft. In het handboek worden de procedures voor het ontwikkelen van mOralHealth interventies beschreven.
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What happens to our everyday language in the digital sphere? How does ‘the post-digital condition’ change the world in which we think about ourselves and talk to one another? In Shadowbook: Writing Through the Digital 2014-2018, Miriam Rasch investigates these questions in five experimental essays and one exposition. From the way the smartphone molds the language of desire and friendship to the possibilities of writing a ‘spreadsheet novel’ – Shadowbook is a testimony to post-digital writing by way of writing. It salutes both the beauty of the web and what hides in the shadows. Even in the bright and shiny sphere of the digital, the dark side is never far off.
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The stability of upstream deposited tailings dams is dependent on maintaining a drawn down phreatic surface and unsaturated profile in its outer edge. However, it has been speculated that intense rainfall events could induce unexpected translation of pore air and water pressures into the tailings profile and thus compromise the effective stress in the unsaturated zone or result in a sudden rise in the phreatic surface. This phenomenon, known as the Lisse effect, has been observed and studied in hydrological sciences to explain the rapid delivery of antecedent hillslope groundwater during storm events. However, the phenomenon has not been comprehensively applied to evaluating tailings dam slope stability. In this paper, the outcomes of controlled observations of the phenomenon in column and analytical experiments, are assembled and evaluated in terms of the surface water application volumes and rate, the properties of the porous media and the resultant nature of pore pressure and phreatic surface responses. In addition, application of applied theories to evaluate the rapid transmission of pore pressures through a profile in response to an advancing wetting front, leads to the development of a methodology that could be applied to tailings materials of a range of hydraulic conductivities and water retention characteristics. The theory is applied to a series of profiles of different tailings porous media, using varied water application rates. Resultant perturbations in phreatic surface elevation and changes to pore pressures in the unsaturated zone are used to evaluate changes in effective stress distribution in the unsaturated outer wedge and subsequent stability criteria. A possible evaluation algorithm for assessing stability criteria is suggested.
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Recent years have seen a global rise in the failure of tailings dams. Studies investigating the causes of slope failure often recognise high intensity rainfall events to significantly contribute to liquefaction, erosion and overtopping. This study aims to investigate the influence of alternative physical and geohydrological processes that, under tension saturation conditions, contribute to slope instability in tailings dams. It has been suggested that the generation of transient pressure wave mechanisms by high intensity rainfall events, surface ponding and wetting front advancement result in the formation of an induced pressure head that triggers the mobilization of pre-event water. In order to quantify these physical processes, this study included the analysis of rapid transmission conditions in a silica fines mix, with similar physical and hydraulic characteristics as platinum tailings. A tall leak-proof soil column, containing the soil sample compacted to in-situ dry bulk density, was fitted with seven observation ports. Each port consisted of a pore air pressure probe, a mini tensiometer and a time domain reflectometry probe. After set-up and initial stabilisation, three separate artificial high intensity rainfall events were applied to the surface. Monitoring of hydraulic state variables was recorded at thirty second intervals by automatic logging, thereby enabling the analysis of measured outcomes. Observations showed instant spikes in pore air pressure ahead of the wetting front, as well as a number of delayed responses. The interpretation of lab results led to the conclusion that pressure diffusion mechanisms throughout the porous medium, could result in the rapid release and mobilisation of previously stagnant antecedent moisture, thereby enabling phreatic levels to rising rapidly and in excess to the amount of surface infiltration. Also, since an increase in pore water pressure is likely to cause a reduction in shear strength, it is suggested that these physical and geohydrological processes could have an adverse impact on the stability of tailings dams.
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