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- Boyraz Baykas, Pinar, 1981
(författare)
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Semantic Analysis of Driver Behavior by Data Fusion
- 2020
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Ingår i: Vehicles, Drivers, and Safety, Edited by: Huseyin Abut, Kazuya Takeda, Gerhard Schmidt and John H.L. Hansen, (Intelligent Vehicles and Transportation, 2). - 9783110666472
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Bokkapitel (övrigt vetenskapligt/konstnärligt)abstract
- Behavioral signal processing and data-fusion have been two important components of the analytical toolbox that is used to understand driver behavior and implement advanced driver assistance systems (ADAS). The recent need for quantitative analysis of driver behavior is now driven by a new revelation that incorporating human-like behavior and control strategies in the autonomous vehicles can increase their safety and acceptability in a mixed-fleet traffic environment. In addition to that, the overall safety and efficiency of the driver-vehicle system in a conditional or partial automation (Level 2–4) can be leveraged if the perception, cognition, and action capabilities of driver are enhanced based on driving-task or traffic-scenario. Motivated by this new interest, this work attempts to define a highlevel semantic analysis framework incorporating eye-motion, road-scene, and vehicle dynamics data. The study aims to identify general trends or patterns in driver behavior, especially concerning focus of attention (FoA), based on two categories: traffic scenario and complexity. To perform semantic analysis, open database from DR(eye)VE Project is used. First, the road-scene video and vehicle dynamics data are used together to obtain a complexity measure in addition to automatic recognition of the traffic-scenario. Next, the raw eye-movement data is processed to obtain gaze distribution maps and metrics. Then, a support vector machine (SVM) is trained using gaze metrics to infer the complexity level or the traffic-scenario. To obtain better separation between two classes (i.e., low vs high complexity or urban vs highway scenarios), the SVM is trained using Bayesian optimization. The results showed that based on the gaze distribution, it is possible to distinguish between urban and highway scenarios (85% accuracy), while this distinction between complexity levels can be even stronger (98% accuracy). The framework can be used as a high-level analysis and inference tool to discover behavioral characteristics of drivers and their relation to FoA patterns.
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- Ehnberg, Jimmy, 1976, et al.
(författare)
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Approach for flexible and adaptive distribution and transformation design in rural electrification and its implications
- 2020
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Ingår i: Energy for Sustainable Development. - : Elsevier BV. - 0973-0826 .- 2352-4669. ; 54, s. 101-110
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Tidskriftsartikel (refereegranskat)abstract
- © 2019 International Energy Initiative Microgrids have an important role to play in achieving current international targets of electrifying poor rural communities around the world. In the East-African context, microgrid developers face challenges related to dispersed settlement patterns and high poverty levels that prevent many rural citizens from affording grid connections. Contextual factors influence demand for electricity, leading to uncertainties regarding development of consumption in newly electrified areas. Developers struggle with the sizing of microgrids and often initially oversize the system in anticipation of growing demand, which leads to significant investment costs and economic risk in case projected growth fails to appear. Our focus in this paper is to introduce an approach for flexible and adaptive distribution design – a process that can reduce initial investment cost and still be able to meet the long-term variations of the load in a controlled manner, thereby removing an entry barrier related to microgrid development. We exemplify the usefulness of this design approach in three different application areas: distribution capacity, transformation capacity and level of protection systems. Each application area consists of a number of steps based on mature technologies that correspond to change in capacity. The steps can be taken in sequence or in part, to achieve a system configuration adaptive enough to handle changes in electricity consumption, both increasing and, in some cases, also decreasing. Considerations on how steps would impact on system operation, power transfer capacity and demands on local technical expertise and maintenance are included. Importantly, the technical discussion details socio-economic aspects and the consequences for end-users as well as the utility. We exemplify the feasibility of the approach and provide a context for the discussion using real-world examples from East Africa.
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- Rootzén, Johan, 1978, et al.
(författare)
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Supply-chain collective action towards zero CO2 emissions in infrastructure construction : Mapping barriers and opportunities
- 2020
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Ingår i: IOP Conference Series. - : IOP Publishing Ltd. ; , s. 042064-
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Konferensbidrag (refereegranskat)abstract
- Successful decarbonisation of the supply chains for buildings and infrastructure, including the production of basic materials, will involve the pursuit - in parallel - of measures to ensure circularity of material flows, measures to improve material efficiency, and to radically reduce CO2 emissions from basic materials production. Emphasis in this work has been on how “intangible” factors such as implicit or explicit constraints within organisations, inadequate communication between actors in the supply chain, overly conservative norms or lack of information, hinder the realisation of the current carbon mitigation potential. Although this work draw primarily from experiences in Sweden and other developed economies we believe the focus on innovations in the policy arena and efforts to develop new ways of co-operating, coordinating and sharing information between actors (SDG17) and on practices and processes that could enable more sustainable resource use in infrastructure construction may be of relevance also elsewhere. Not the least, since there are still many regions of the world where much of the infrastructure to provide basic services remains to be built (SDG6-7, SDG9, SDG11) a challenge that must be handled in parallel with efforts to reduce/erase the climate impact from infrastructure construction (in line with the Paris Agreement and SDG13).
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- Behdadi, Dorna, 1988, et al.
(författare)
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A Normative Approach to Artificial Moral Agency
- 2020
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Ingår i: Minds and Machines. - : Springer Science and Business Media LLC. - 0924-6495 .- 1572-8641. ; 30:2
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Tidskriftsartikel (refereegranskat)abstract
- This paper proposes a methodological redirection of the philosophical debate on artificial moral agency (AMA) in view of increasingly pressing practical needs due to technological development. This “normative approach” suggests abandoning theoretical discussions about what conditions may hold for moral agency and to what extent these may be met by artificial entities such as AI systems and robots. Instead, the debate should focus on how and to what extent such entities should be included in human practices normally assuming moral agency and responsibility of participants. The proposal is backed up by an analysis of the AMA debate, which is found to be overly caught in the opposition between so-called standard and functionalist conceptions of moral agency, conceptually confused and practically inert. Additionally, we outline some main themes of research in need of attention in light of the suggested normative approach to AMA.
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- Aguiar Borges, Luciane, 1969, et al.
(författare)
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Reviewing Neighborhood Sustainability Assessment Tools through Critical Heritage Studies
- 2020
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Ingår i: Sustainability. - : MDPI AG. - 2071-1050. ; 12:4
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Tidskriftsartikel (refereegranskat)abstract
- This article reports on a critical review of how cultural heritage is addressed in two internationally well-known and used neighborhood assessment tools (NSAs): BREEAM Communities (BREEAM-C) and LEED Neighborhood Design (LEED-ND). The review was done through a discourse analysis in which critical heritage studies, together with a conceptual linking of heritage to sustainability, served as the point of departure. The review showed that while aspects related to heritage are present in both NSAs, heritage is re-presented as primarily being a matter of safeguarding material expressions of culture, such as buildings and other artifacts, while natural elements and immaterial-related practices are disregarded. Moreover, the NSAs institutionalize heritage as a field of formal knowledge and expert-dominated over the informal knowledge of communities.
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- Femenias, Paula, 1966, et al.
(författare)
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Om-renovering: Möjligheter för energieffektivisering och återskapande av kulturvärden när flerbostadshus renoveras på nytt
- 2020
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Rapport (övrigt vetenskapligt/konstnärligt)abstract
- Projektet har undersökt möjligheterna att återskapa estetiska och historiska karaktärsdrag av flerbostadshus som blivit förändrade i samband med tidigare energisparprogram samtidigt som nya energieffektiviseringar kan genomföras, en process som vi valt att kalla för om-renovering. En om-renovering skapar möjligheter för energieffektivisering men också att uppnå mål om en god bebyggd och gestaltad livsmiljö. Projektet har studerat om-renovering ur ett helhetsperspektiv vilket inkluderat energibesparingar, arkitektur och kulturvärden, genomförbarhet samt sociala värden. Studien har fokuserat på flerbostadshus uppförda före 1946 i Göteborg. Flera metoder och angreppsätt har använts i fyra delstudier. En första delstudie var en inventering av ungefär en tredjedel av flerbostadshusen uppförda före 1946 i Göteborg. Målet var att undersöka hur husen har renoverats och deras status idag, med fokus på yttre synliga ändringar. Till inventeringen lades information från energideklarationer om energiprestanda vilket gjort det möjligt att undersöka samband mellan energiprestanda och renoveringar. Inventeringen visar att det är svårt att fastställa generella samband mellan tidigare renoveringar och energiprestanda med de sammanställda data. Slutsatsen är att inventeringar på fastighets- eller byggnadsnivå är nödvändiga för att ta rätt beslut vid nya energieffektiviseringar. I en andra delstudie gjordes fallstudier av fyra fastigheter med landshövdingehus, tre som omrenoverats och en som genomgått en första större renovering. Fallstudierna beskriver motiv för återställande av träfasader och ambitioner för energibesparingar. Det finns inga krav på återställande vid bygglov. De motiv som framkommer pekar istället på ekonomiska och estetiska drivkrafter för om-renoveringar. Energieffektivisering var bara ett uttalat mål i ett fall och energibesparingarna blev lägre än vad som krävs för att uppnå våra svenska energimål. Om-renoveringarna är en kompromiss mellan vad som uppfattats som estetiskt tilltalande och vad som varit ekonomiskt eller tekniskt genomförbart. Översyn från myndighetshåll av energieffektiviseringar och kulturvärden framstår som bristfällig. En tredje delstudie har studerat de boendes syn på kulturvärden i boendemiljön i tre av de ovan nämnda fallen. Studien visar ett statistiskt samband mellan trivsel och uppskattning av kulturvärden. De boende känner till sitt hus’ historia och uppskattar den. En del boende, särskilt de som bott länge på samma ställe, har en egen relation till husets och områdets historia. För andra, här representerat av flera yngre som bor i en äldre fastighet, är äktheten inte lika viktig vid ett återskapande som atmosfären. Slutligen, i en fjärde delstudie undersöktes energi- och klimatpåverkan från om-renoveringen i en av fallstudierna. Studien pekar på att återbetalningstiden för den inbyggda energi- och klimatpåverkan är strax under 25 år och därmed kortare än livslängden för material och komponenter som använts (om renoveringen antas ha en livslängd på 50 år). En jämförelse mellan en återställd träfasad och en fasad med moderna fibercementplattor är till träfasadens fördel ur ett klimatperspektiv men inte vad gäller inbyggd energi. Rapporten avslutas med rekommendationer för konsulter, fastighetsägare och handläggare på kommuner och andra myndigheter som arbetar med frågor kring om-renovering.
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- Femenias, Paula, 1966, et al.
(författare)
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What does energy mean for people? Perspectives on renovation and energy retrofit among Swedish tenants
- 2020
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Ingår i: IOP Conference Series: Earth and Environmental Science. - : IOP Publishing. - 1755-1307 .- 1755-1315. ; 588:5
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Konferensbidrag (refereegranskat)abstract
- The study reports from an on-going study of tenants’ view on energy retrofit. The first results, which are based on 27 qualitative interviews show a generally positive attitude to energy saving and environmental protection. However, many tenants are not familiar with the link between energy use and energy retrofit, and the idea of energy saving might oppose to the actual willingness to contribute. One important lesson from these preliminary results is that the project owners have overlooked the importance of informing the tenants about the energy retrofit and what measures that are implemented. This leaves the tenants to their own interpretation of the matter and in some examples a negative image is created. In order to transition from the idea of personal benefit from energy retrofit to a larger responsibility and willingness to participate to society at large, we suggest that tenants are invited to discuss energy retrofit and that they are properly informed about implemented energy saving measures.
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- Andersson, Johnn, 1983
(författare)
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Shape it until you make it: A conceptual foundation for efforts to analyze and shape technological innovation
- 2020
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Doktorsavhandling (övrigt vetenskapligt/konstnärligt)abstract
- These are times of accelerating climate change and mass extinction of species on planet Earth. We are in the midst of an ecological crisis that will have profound consequences for human society and its natural environment. While the conditions for life have changed abruptly in the past, the current situation is characterized by the increasing power of a single species. Human beings are not only to blame for the unsustainable practices that brought us here, but also capable of harnessing their combined ingenuity to develop technology that may reduce environmental impacts and provide additional benefits for society. At the same time, the answer to the ecological crisis and other grand challenges is not found in the blind expansion of new technologies. Our success in accomplishing social and environmental objectives rather depends on how, where and when innovation influences patterns of production and consumption. This calls into question the focus of academics and policymakers on stimulating technological innovation. And it highlights the need for analytical tools that can be used to explore how policymakers and other actors may shape the direction of change. The research presented in this thesis therefore aims to develop a conceptual foundation for analyzing and shaping technological innovation. This effort draws on three qualitative case studies that investigate emerging renewable energy technologies from a Swedish perspective. The thesis is situated in the sustainability transitions research community and takes the literature on technological innovation systems as a theoretical point of departure. However, the research adopts a critical perspective and gradually departs from the core concepts used in this literature, over the course of a learning process that unfolds in five appended research papers. In the end, the thesis proposes the technological systems framework as a set of concepts that offers a multidimensional perspective on the dynamics and outcomes of technological innovation. It also presents empirical findings that demonstrate different development trajectories, reveal some of their underlying dynamics and highlight policy implications. This will hopefully contribute to an ongoing shift in academia and politics – from stimulating the expansion of new technologies, to shaping the direction of change.
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- Boork, Magdalena, et al.
(författare)
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Sensory evaluation of lighting : a methodological pilot
- 2020
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Ingår i: LEUKOS The Journal of the Illuminating Engineering Society of North America. - 1550-2724 .- 1550-2716. ; , s. 1-17
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Tidskriftsartikel (refereegranskat)abstract
- Current standards for light environments are based on technical requirements, e.g. luminance, uniformity, and illuminance, and do not necessarily describe all parts of the light experience to ensure visual comfort from a user perspective. Including experience-related requirements would most likely yield better lighting comfort. To do that, new methods for specifying and measuring the user experience are needed. This paper describes a pilot study exploring a new method to analytically assess perceived lighting properties by using a trained human panel and thus make human assessments more objective. The methodology is built on established sensory methods, where the human senses are used in product assessments, traditionally applied within e.g. the food, packaging, and car industries. An analytical panel comprising eight persons fulfilling specific selection criteria were recruited and trained to assess lighting products in a multi-sensory laboratory. The results show that the panelists were able to assess lighting by distinguishing between attributes and products. Significant differences were identified between the different luminaires, both in terms of sensory and physical properties, e.g. read ability and glare. Conclusively, analytical sensory methods can be applied to lighting to assess luminaires in a non-subjective way. Physical and sensory attributes do not, however, always co-vary, which shows that data from physical and sensory measuring methods provide complementary information about light quality. This knowledge may in turn be applied in tools supporting the communication between different professions in lighting design and procurement to promote light environments that are both energy efficient and desirable from an end-user perspective.
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