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Rikhtegarnezami, M. (author), de Bruijne, M.L.C. (author), Hertogh, M.J.C.M. (author), Bakker, H.L.M. (author)A close collaboration between infrastructure owners is crucial to address challenges in the design and execution of next-generation infrastructure projects for sustainable development. Managing and sharing data among parties involved in infrastructure projects, particularly the data required at the early stages of a project to design and develop...journal article 2022
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de Bok, M.A. (author), de Jong, Gerard (author), Wesseling, Bart (author), Meurs, Henk (author), Van Bekkum, Peter (author), Mijjer, Peter (author), Bakker, Dick (author), Veger, Teun (author)In 2017, the newly installed Dutch government announced in its coalition agreement to introduce a distancebased heavy goods vehicle charge, similar to the charges levied in other European countries. To study the possible transport impacts, we applied available models and methods in preparation for the introduction of this truck charge in the...journal article 2022
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Boorsma, Nina (author), Peck, David (author), Bakker, Tanya (author), Bakker, C.A. (author), Balkenende, R. (author)Remanufacturing offers an approach to extend product lifetime beyond its first use. After restoring products to original quality, they are reintroduced to the market. To make products more suited for this approach, and to increase resource-efficiency, design for remanufacturing can be incorporated for new product development. Academic...journal article 2022
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de Boer, Maaike H.T. (author), Vethman, Steven (author), Bakker, R.M.B. (author), Adhikari, Ajaya (author), Marcus, Michiel (author), de Greeff, Joachim (author), van der Waa, J.S. (author), van Zoelen, E.M. (author), Kamphorst, Bart (author)The goal of the FATE system is decision support with use of state-of-the-art human-AI co-learning, explainable AI and fair, secure and privacy-preserving usage of data. This AI-based support system is a general system, in which the modules can be tuned to specific use cases. The FATE system is designed to address different user roles, such as...journal article 2022
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Bakker, Tije M. (author), Antolínez, José A. Á. (author), Leijnse, T.W.B. (author), Pearson, S.G. (author), Giardino, Alessio (author)Tropical Cyclones (TCs) are singular storms causing intense wind, large waves, extreme water levels, and heavy rainfall. TCs prove every year to be one of the most destructive natural phenomena worldwide. The quantitative assessment of the hazards resulting from TCs (i.e., flooding and extreme winds) is challenging since satellite data are...journal article 2022
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Browne, J.T. (author), Bakker, Saskia (author), Yu, Bin (author), Lloyd, P.A. (author), Ben Allouch, Somaya (author)From diagnosis to patient scheduling, AI is increasingly being considered across different clinical applications. Despite increasingly powerful clinical AI, uptake into actual clinical workflows remains limited. One of the major challenges is developing appropriate trust with clinicians. In this paper, we investigate trust in clinical AI in a...conference paper 2022
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Boorsma, N.E. (author), Polat, E. (author), Bakker, C.A. (author), Peck, David (author), Balkenende, R. (author)Design indicators can be used by companies to track circular design implementation, which can yield insights into their performance and opportunities for improvement. Yet, existing indicator methods either lack depth with regard to circular design, are incomplete, or do not use design semantics. This study explores product-level circularity...journal article 2022
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Joustra, J.J. (author), Bakker, C.A. (author), Bessai, R. (author), Balkenende, R. (author)The design of composite products for a circular economy is challenging. Materials such as glass-fibre-reinforced plastics have long product lifetimes but are hard to recycle. For the effective reuse and recycling of products, parts, and materials, recovery strategies must be selected and implemented in the product design stage. This extends the...journal article 2022
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Pozo Arcos, B. (author), Bakker, C.A. (author), Balkenende, R. (author)Product repairs are at the core of sustainable consumption and user manuals can play a relevant role in facilitating them. They are the accredited source of product information for end users and are therefore sought as an important means for the diagnosis and subsequent repair of household appliances. However, despite increasing societal demand...journal article 2022
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Bakker, N.J. (author), Matas, Joaquin Coll (author), Bosman, J.G. (author), Barreau, Nicolas (author), Weeber, A.W. (author), Theelen, M.J. (author)Partial shading of CIGS modules can lead to permanent damage of the module in the shaded area. This is caused by harmful reverse bias voltages in the shaded area which lead to reverse bias induced defects, also known as wormlike defects. A lot is already known about the origin and propagation of wormlike defects. However, the fundamental...conference paper 2022
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Steffelbauer, D.B. (author), Riva, R.E.M. (author), Timmermans, Jos (author), Kwakkel, J.H. (author), Bakker, M. (author)Global mean sea-level rise (SLR) has accelerated since 1900 from less than 2 mm yr-1 during most of the century to more than 3 mm yr-1 since 1993. Decision-makers in coastal countries, however, require information on SLR at the regional scale, where detection of an acceleration in SLR is difficult, because the long-term sea-level signal is...journal article 2022
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Urgilez Vinueza, A.R. (author), Handwerger, Alexander L. (author), Bakker, M. (author), Bogaard, T.A. (author)Slow-moving landslides move downslope at velocities that range from mm year<sup>−1</sup> to m year<sup>−1</sup>. Such deformations can be measured using satellite-based synthetic aperture radar interferometry (InSAR). We developed a new method to systematically detect and quantify accelerations and decelerations of slowly deforming areas...journal article 2022
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Talgorn, E.C.V. (author), Hendriks, Monique (author), Geurts, Luc (author), Bakker, C.A. (author)Successful implementation of sustainable innovation requires strong collaborative ecosys-tems. In particular, collaboration between scientific and people-centered expertise (e.g., designers) is essential to bring technical innovation through contextualized, meaningful and attractive experiences. However, in practice, these types of expertise...journal article 2022
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Muntendam-Bos, A.G. (author), Hoedeman, Gerco (author), Polychronopoulou, Katerina (author), Draganov, D.S. (author), Weemstra, C. (author), van der Zee, Wouter (author), Bakker, R.R. (author), Roest, J.C. (author)We present an overview of induced seismicity due to subsurface engineering in the Netherlands. Our overview includes events induced by gas extraction, underground gas storage, geothermal heat extraction, salt solution mining and post-mining water ingress. Compared to natural seismicity, induced events are usually small (magnitudes ≤ 4.0)....journal article 2022
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- Bakker, M. (author), Haitjema, Henk M. (author), Strack, Otto D.L. (author) journal article 2022
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Brakenhoff, Davíd A. (author), Vonk, M.A. (author), Collenteur, Raoul A. (author), Van Baar, Marco (author), Bakker, M. (author)In 2018–2020, meteorological droughts over Northwestern Europe caused severe declines in groundwater heads with significant damage to groundwater-dependent ecosystems and agriculture. The response of the groundwater system to different hydrological stresses is valuable information for decision-makers. In this paper, a reproducible, data-driven...journal article 2022
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Keusters, A.C.A.M. (author), Bakker, H.L.M. (author), Houwing, E.J. (author)Purpose: Civil engineering projects around the world have been underperforming for a long time. While the complexity of these projects will continue to increase, there is an urgent need to perform better. Although the integrated design process is critical for project success, the literature lacks studies describing the link to project...journal article 2022
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Bos, P. (author), Bakker, C.A. (author), Balkenende, R. (author), Sprecher, Benjamin (author)This design review evaluates the use of bio-based plastics in durable consumer products. The main question is: how does the use of bio-based plastics influence the product’s design, functionality, marketing & communication, and sustainability? Although higher material prices would lead one to expect that higher value applications would be...conference paper 2022
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Bakker, Jesse (author)Noise pollution is a growing health concern in cities, especially in busy streets with parallel reflective facades, known as urban street canyons. Here, high flows of vehicular traffic generate a broadband noise, with high noise levels in the low-frequency (LF) spectrum. In the canyons, noise decays slowly due to multiple reflections. To counter...master thesis 2021
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Bakker, Christiaan (author)Vacuum extraction is a form of assisted vaginal birth where a vacuum cup is attached onto the fetal head by means of suction on which traction force is then exerted to facilitate birth. Vacuum extraction is often regarded as a safer option than the cesarean section and forceps delivery, due to decreased risk of maternal en fetal complications....master thesis 2021