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Search Results (275)

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Keywords = user-centred design

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17 pages, 15445 KiB  
Article
Design and Evaluation of Mastectomy Bras Using 3D Virtual Prototyping
by Gözde Ermin and Arzu Şen Kılıç
Appl. Sci. 2025, 15(4), 1788; https://doi.org/10.3390/app15041788 - 10 Feb 2025
Viewed by 531
Abstract
This study aims to develop an innovative and functional mastectomy bra that addresses the physical, aesthetic, and psychological needs of post-mastectomy women. Mastectomy bras play a vital role in prosthesis stability, body image improvement, and quality of life. Using CLO 3D virtual fitting [...] Read more.
This study aims to develop an innovative and functional mastectomy bra that addresses the physical, aesthetic, and psychological needs of post-mastectomy women. Mastectomy bras play a vital role in prosthesis stability, body image improvement, and quality of life. Using CLO 3D virtual fitting software-2024.2.214, two bra models were designed and evaluated for ergonomic fit and aesthetic appearance. The virtual prototyping method enabled design evaluation without physical sample production, providing an efficient and sensitive approach for user-centered design. Features such as prosthesis stability, user comfort, and aesthetic elements were optimized, while Tencel–PES–elastane and nylon–elastane fabrics were compared for pressure performance and body fit. Results showed similar performance for both fabrics; however, Tencel was recommended as a sustainable option due to its superior moisture absorption, breathability, and skin-friendly properties. The 3D virtual prototyping method offered an effective evaluation tool while addressing the psychological needs of women who prefer not to participate in physical fittings. This approach presents an innovative and sustainable model that can be applied to the design of other specialized garments. This study presents an innovative contribution by integrating advanced CLO 3D virtual prototyping technology into the design process, enabling ergonomic and aesthetic evaluations without the need for physical samples, especially for women in the sensitive post-operative period. This innovative approach not only streamlines the design process but also establishes a sustainable framework for specialized garment production. The utilization of Tencel–polyester–elastane fabric as a sustainable alternative demonstrates suitable performance in terms of comfort and ergonomic fit while promoting environmentally friendly practices. These findings highlight the significance of digital prototyping methods in garment design and offer a user-centric, eco-conscious model applicable to other specialized garments. Full article
(This article belongs to the Special Issue Functional Textiles: Recent Progress and Future Directions)
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<p>Flowchart of the methodology.</p>
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<p>Technical drawing of the developed models.</p>
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<p>Interior views of development models and placements of prosthesis pockets.</p>
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<p>Bra patterns of the developed models.</p>
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<p>Avatar developed for unilateral mastectomy simulation.</p>
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<p>External prosthesis dimensions used for 3D virtual fitting.</p>
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<p>Virtual external breast prosthesis.</p>
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<p>Rendered images of Model 1—(<b>a</b>) front view, (<b>b</b>) side view, and (<b>c</b>) back view.</p>
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<p>Rendered images of Model 2—(<b>a</b>) front view, (<b>b</b>) side view, and (<b>c</b>) back view.</p>
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42 pages, 2946 KiB  
Article
The Development of User-Centric Design Guidelines for Web3 Applications: An Empirical Study
by Polina Bobrova and Paolo Perego
Computers 2025, 14(2), 46; https://doi.org/10.3390/computers14020046 - 1 Feb 2025
Viewed by 537
Abstract
The design of Web3 applications presents unique challenges due to their complex technical requirements. Despite the increasing spread of this technology, there is a notable lack of comprehensive, empirically grounded design guidelines for developing user-friendly Web3 interfaces. This study addresses this gap through [...] Read more.
The design of Web3 applications presents unique challenges due to their complex technical requirements. Despite the increasing spread of this technology, there is a notable lack of comprehensive, empirically grounded design guidelines for developing user-friendly Web3 interfaces. This study addresses this gap through a systematic three-phase approach: (1) developing initial guidelines from a literature review and industry sources (n = 31), (2) conducting evaluations using a 14-point framework based on the initial guidelines to test its effectiveness across diverse Web3 applications (n = 25), and (3) validating refined guidelines through expert evaluation sessions (n = 7). Expert evaluations highlighted the need for task-oriented rather than category-based organization of design principles. Based on these findings, we developed a structured framework organizing guidelines into four key task flows, each with three implementation levels. The framework emphasizes progressive disclosure of blockchain concepts, integrated user education, and clear state visualization. Our findings contribute to academic discussion and industry practice by providing empirically validated patterns for Web3 interface design. This study lays a foundation for creating more accessible and user-friendly decentralized applications, though future work should focus on longitudinal validation and adaptation to emerging technologies. Full article
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<p>Severity scores per application.</p>
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<p>Distribution of severity scores.</p>
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<p>Category Performance Comparison.</p>
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<p>Sample results of the onboarding screen developed by participants.</p>
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<p>Sample results of the transaction confirmation screen developed by participants.</p>
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23 pages, 2101 KiB  
Article
Federated Learning for privacy-Friendly Health Apps: A Case Study on Ovulation Tracking
by Nikolaos Pavlidis, Andreas Sendros, Theodoros Tsiolakis, Periklis Kostamis, Christos Karasoulas, Eleni Briola, Christos Chrysanthos Nikolaidis, Vasilis Perifanis, George Drosatos, Eleftheria Katsiri, Despoina Elisavet Filippidou, Anastasios Manos and Pavlos S. Efraimidis
J. Sens. Actuator Netw. 2025, 14(1), 11; https://doi.org/10.3390/jsan14010011 - 29 Jan 2025
Viewed by 553
Abstract
In an era of increasing reliance on digital health solutions, safeguarding user privacy has emerged as a paramount concern. Health applications often need to balance advanced AI functionalities with sufficient privacy measures to ensure user engagement. This paper presents the architecture of FLORA, [...] Read more.
In an era of increasing reliance on digital health solutions, safeguarding user privacy has emerged as a paramount concern. Health applications often need to balance advanced AI functionalities with sufficient privacy measures to ensure user engagement. This paper presents the architecture of FLORA, a privacy-first ovulation-tracking application that leverages federated learning (FL), privacy-enhancing technologies (PETs), and blockchain to protect user data while delivering accurate and personalized health insights. Unlike conventional centralized systems, FLORA ensures that sensitive information remains on users’ devices, with predictive algorithms powered by local computations. Blockchain technology provides immutable consent tracking and model update transparency, further improving user trust. In addition, FLORA’s design incentivizes participation through a token-based reward system, fostering collaborative data contributions. This work illustrates how the integration of cutting-edge technologies creates a secure, scalable, and user-centric health application, setting a new standard for privacy-preserving digital health platforms. Full article
(This article belongs to the Special Issue Federated Learning: Applications and Future Directions)
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<p>FLORA general architecture.</p>
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<p>TSNE representation of the synthetic dataset.</p>
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<p>FLORA app interface.</p>
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<p>Sharing4Good mode architecture.</p>
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<p>Web FL orchestrator.</p>
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<p>FLORA interaction flow diagram.</p>
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<p>Loss curves for centralized and federated setups.</p>
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21 pages, 3404 KiB  
Review
Evaluating Smart Home Usability and Accessibility in Early Detection and Intervention of Mental Health Challenges Among Older Adults: A Narrative Review and Framework
by Mohammad Mahdi Fakhimi, Adriana Hughes and Alisson M. Gustavson
J. Ageing Longev. 2025, 5(1), 3; https://doi.org/10.3390/jal5010003 - 24 Jan 2025
Viewed by 1543
Abstract
Background: Smart home technologies (SHTs) hold promise for supporting older adults by enabling early detection and intervention in mental health challenges such as depression, anxiety, and cognitive decline. However, adoption remains limited due to usability, accessibility, and privacy concerns. Methods: This [...] Read more.
Background: Smart home technologies (SHTs) hold promise for supporting older adults by enabling early detection and intervention in mental health challenges such as depression, anxiety, and cognitive decline. However, adoption remains limited due to usability, accessibility, and privacy concerns. Methods: This narrative review examined the literature from 2010 to early 2024 related to SHTs and their impact on older adults’ mental health. In total, 34 relevant studies met the inclusion criteria, and also, a standardized quality assessment tool was used to evaluate the methodological soundness of the included studies. Results: Findings reveal that interface complexity, cognitive overload, high costs, and privacy concerns are significant barriers to adoption. Accessibility challenges, including physical and sensory impairments, further reduce engagement and inclusivity. Key facilitators for user acceptance include user-centric design, personalization, participatory co-development, and cultural adaptations. SHTs incorporating AI-driven features, such as behavioral monitoring, medication reminders, and social engagement tools, demonstrate significant potential for early mental health interventions. Based on these findings, we propose a holistic framework integrating technical innovation with human-centered design to address these challenges and optimize SHTs for mental healthcare. Conclusions: Tailored systems that prioritize usability, accessibility, ethical data management, and user feedback can empower older adults to maintain autonomy, support aging in place, and enhance their quality of life with dignity. Full article
(This article belongs to the Topic Healthy, Safe and Active Aging, 2nd Edition)
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<p>Enhancing mental health in seniors with technology.</p>
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<p>Comprehensive overview of SHT barriers for older adults.</p>
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<p>Strategies for bridging gaps.</p>
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<p>Integrating SHT design solutions for older adults.</p>
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<p>Adaptive SHT system for older adults.</p>
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<p>(<b>a</b>) Dynamic feedback loop for mental health support. (<b>b</b>) Iterative design process of SHT for older adults.</p>
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<p>SHT integration implementation path for older adults.</p>
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<p>PRISMA flow chart detailing the literature search, screening, and selection process for studies included in this review.</p>
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21 pages, 886 KiB  
Article
Mixed-Methods Evaluation of the HealthyWEY E-Learning Toolkit for Promoting Healthy Weight in the Early Years
by James E. Harrison, Julie Abayomi, Shaima Hassan, Lawrence Foweather, Clare Maxwell, Deborah McCann, Sarah Garbett, Maria Nugent, Daisy Bradbury, Hannah Timpson, Lorna Porcellato, Marian Judd, Anna Chisholm, Nabil Isaac, Beth Wolfenden, Amy Greenhalgh and Paula M. Watson
Int. J. Environ. Res. Public Health 2025, 22(2), 137; https://doi.org/10.3390/ijerph22020137 - 21 Jan 2025
Viewed by 999
Abstract
Despite being well-positioned to promote healthy lifestyles in young children, early years practitioners often face barriers to supporting child weight management. This mixed-methods study aimed to assess the preliminary effectiveness and acceptability of an e-learning toolkit (HealthyWEY) designed to upskill and support multi-agency [...] Read more.
Despite being well-positioned to promote healthy lifestyles in young children, early years practitioners often face barriers to supporting child weight management. This mixed-methods study aimed to assess the preliminary effectiveness and acceptability of an e-learning toolkit (HealthyWEY) designed to upskill and support multi-agency professionals to promote healthy weight in early childhood. A total of 54 health visitors/community nursery nurses, 38 children’s centre staff and 17 other health professionals engaged with the HealthyWEY e-learning, which drew on self-determination theory and consisted of nine modules that were completed over 7–10 weeks. Non-parametric statistical analysis using Wilcoxon’s signed-rank tests were used to explore participants’ practice-based knowledge, psychological needs satisfaction and motivations for prioritising pre-school child weight from pre- to post-intervention. Focus groups (n = 11) were conducted with a sub-sample of multi-agency professionals (n = 39) to explore the process of implementation across sites, while interviews were also conducted with two parents/carers who took part in consultations with HealthyWEY-trained practitioners. After completing the HealthyWEY e-learning, participants perceived fewer barriers to pre-school child weight management (median change = −0.7; p < 0.001), greater autonomy (median change = 0.7, p < 0.001), competence (median change = 0.8, p < 0.001) and relatedness (median change = 0.4, p < 0.001) and a higher autonomous motivation towards promoting healthy weight (median change = 0.3, p < 0.001). E-learning was perceived to be highly relevant to participants’ roles and congruent with local child weight strategies. Challenges to implementation included time constraints and disruptions related to the COVID-19 pandemic. Recommendations for a better user experience were offered by enhancing the toolkit’s design and interactivity. Engagement with the HealthyWEY e-learning led to promising changes in perceived barriers and motivational variables. The toolkit was perceived to be acceptable amongst multi-agency workforces, albeit challenging to prioritise within time-pressured health and early years settings. Full article
(This article belongs to the Special Issue Nutrition-, Overweight- and Obesity-Related Health Issues)
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<p>An example of a fictional child weight-related scenario that participants were asked to provide an assessment of pre- and post-intervention.</p>
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<p>Participant flow through the HealthyWEY intervention.</p>
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18 pages, 1447 KiB  
Article
Fine Tuning of an Advanced Planner for Cognitive Training of Older Adults
by Mauro Gaspari, Giovanna Mioni, Dario Signorello, Franca Stablum and Sara Zuppiroli
Eur. J. Investig. Health Psychol. Educ. 2025, 15(1), 4; https://doi.org/10.3390/ejihpe15010004 - 7 Jan 2025
Viewed by 558
Abstract
Developing effective cognitive training tools for older adults, specifically addressing executive functions such as planning, is a challenging task. It is of paramount importance to ensure the implementation of engaging activities that must be tailored to the specific needs and expectations of older [...] Read more.
Developing effective cognitive training tools for older adults, specifically addressing executive functions such as planning, is a challenging task. It is of paramount importance to ensure the implementation of engaging activities that must be tailored to the specific needs and expectations of older adults. Furthermore, it is essential to provide the appropriate level of complexity for the planning task. A human-centred approach was used to address the issues identified in the design of the tool. Two pilot studies were conducted with older adults to fine-tune the training task and optimize its suitability for them. This also led to an enhancement of the underlying planning engine, transitioning from a simple fast-forward planner (PDDL4J) to an advanced heuristic search planner (ENHSP). The results show that user studies enabled the development of a cognitive training system that gradually increased the proposed difficulty levels of the planning task while maintaining usability and satisfaction among older adults. This highlights the importance of conducting user studies when implementing cognitive training tools for older adults. Full article
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<p>Graphical representation of the cyclic development process.</p>
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<p>Example of the medium stage. The user interface for the Weekend in Rome task is designed to be simple and not confusing for older users. It presents a map of the city, goals, and some buttons that appear or disappear dynamically to facilitate its use. The user can navigate the map using the mouse by clicking on POIs adjacent to the one where they are.</p>
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<p>The interaction between the user and the planner.</p>
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<p>Means and standard deviations of the execution time (in minutes) in the easy, medium, and difficult stages for young and older adults.</p>
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<p>The implementation of the “travel-by-train” action, comparing PDDL 1.2 with PDDL 2.1 (variables start with a question mark).</p>
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<p>Comparison of the results obtained for the experimental and control groups for the BADS (<b>a</b>) and EPT (<b>b</b>) total scores at test and re-test. The significant improvement for the experimental group on the BADS total score can be observed on the left.</p>
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18 pages, 1863 KiB  
Article
Fuzzy Delphi and DEMATEL Approaches in Sustainable Wearable Technologies: Prioritizing User-Centric Design Indicators
by Chin-Wen Liao, Kai-Chao Yao, Ching-Hsin Wang, Hsi-Huang Hsieh, I-Chi Wang, Wei-Sho Ho, Wei-Lun Huang and Shu-Hua Huang
Appl. Sci. 2025, 15(1), 461; https://doi.org/10.3390/app15010461 - 6 Jan 2025
Viewed by 843
Abstract
The rapid advancement of intelligent technologies, including sensing devices, artificial intelligence, and the Internet of Things, has significantly accelerated the progress in industrial technology, particularly within the medical enterprise sector. Wearable innovations for health management have introduced novel approaches to physiological monitoring and [...] Read more.
The rapid advancement of intelligent technologies, including sensing devices, artificial intelligence, and the Internet of Things, has significantly accelerated the progress in industrial technology, particularly within the medical enterprise sector. Wearable innovations for health management have introduced novel approaches to physiological monitoring and early disease detection, contributing to an improved quality of life. In the context of sustainable development, wearable devices demonstrate considerable potential for supporting long-term healthcare solutions, particularly in the post-pandemic era, where the demand for smart health solutions continues to rise. This study aims to identify critical product design indicators for wearable devices that align with sustainable health management goals. Utilizing expert questionnaires and employing a combination of the Fuzzy Delphi Method and the DEMATEL-based Analytic Network Process (ANP), this research systematically evaluates the key factors influencing wearable device design. The findings highlight three primary aspects, six criteria, and 16 design indicators, with pivotal factors including “Compatibility”, “Foresight”, “Integration”, “Comfort”, “Appearance”, “Customization”, and “Intelligence”. These indicators provide a comprehensive framework for developing wearable devices that address diverse user needs while promoting individual well-being and sustainable health management. This study offers valuable insights into the design and development of wearable devices that support sustainable healthcare practices, advance social responsibility, and strengthen preventive care initiatives. Full article
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<p>Architecture of the product design index system for wearable devices.</p>
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<p>Research progress architecture.</p>
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<p>Product design indicators for wearable devices [cause-and-effect diagram].</p>
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17 pages, 6138 KiB  
Article
Impact of Built Environment on the Process of Psychological Treatment of Children and Youth
by Agata Gawlak and Ewa Banaś
Buildings 2025, 15(1), 24; https://doi.org/10.3390/buildings15010024 - 25 Dec 2024
Viewed by 859
Abstract
According to official surveys, the number of adolescents with mental health problems in Poland is increasing, which is also typical of other European countries. At the same time, programmes are being introduced to secure infrastructure and adequate therapeutic space by expanding or creating [...] Read more.
According to official surveys, the number of adolescents with mental health problems in Poland is increasing, which is also typical of other European countries. At the same time, programmes are being introduced to secure infrastructure and adequate therapeutic space by expanding or creating new, architecturally friendly centres. The comfort of the stay created by appropriate spatial conditions must be developed with the participation of the users (patients, staff and visitors). A qualitative study was carried out among staff, based on the structured interview method. The aim of the study was to diagnose the elements of architectural space that support health. It was hypothesised that the architecture of health care facilities could promote mental health. Using advances in environmental psychology, evidence-based design, and elements such as architectural form, spatial-functional layout and the surrounding environment were considered. The results of the study identified features of a user-friendly environment, creating a set of recommendations based on the research-by-design method. Consequently, the recommendations were implemented into the conceptual design. Their validity was proven using the example of the design of a health centre for young people in Klawa, Poland. Full article
(This article belongs to the Special Issue Advancements in Adaptive, Inclusive, and Responsive Buildings)
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<p>Cogito Health and Development Centre in Barlinek. A. Banas.</p>
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<p>Cogito Health and Development Centre in Barlinek. A. Banas.</p>
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<p>Health-oriented architecture. A map of thoughts. A. Banas.</p>
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<p>Health-oriented architecture. Mental health centre for children and young people in Kłodawa. Ground floor plan. Author: E. Banas.</p>
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<p>Health-oriented architecture. Mental health centre for children and young people in Kłodawa. Author: E. Banas.</p>
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<p>Health-oriented architecture. Mental health centre for children and young people in Kłodawa. Visualisation. Author: E. Banas.</p>
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<p>Health-oriented architecture. Mental health centre for children and young people in Kłodawa. Visualisation. Author: E. Banas.</p>
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<p>Health-oriented architecture. Health-oriented architecture. Mental health centre for children and young people in Kłodawa. Visualisation. Author: E. Banas.</p>
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36 pages, 16215 KiB  
Article
Smart City Products and Their Materials Assessment Using the Pentagon Framework
by Pedro Ponce, Mario Rojas, Juana Isabel Mendez, Brian Anthony, Russel Bradley and Aminah Robinson Fayek
Multimodal Technol. Interact. 2025, 9(1), 1; https://doi.org/10.3390/mti9010001 - 25 Dec 2024
Viewed by 830
Abstract
Smart cities are complex urban environments that rely on advanced technology and data analytics to enhance city services’ quality of life, sustainability, and efficiency. As these cities continue to evolve, there is a growing need for a structured framework to evaluate and integrate [...] Read more.
Smart cities are complex urban environments that rely on advanced technology and data analytics to enhance city services’ quality of life, sustainability, and efficiency. As these cities continue to evolve, there is a growing need for a structured framework to evaluate and integrate products that align with smart city objectives. This paper introduces the Pentagon Framework, a comprehensive evaluation method designed to ensure that products and their materials meet the specific needs of smart cities. The framework focuses on five key features—smart, sustainable, sensing, social, and safe—collectively called the Penta-S concept. These features provide a structured approach to categorizing and assessing products, ensuring alignment with the city’s goals for efficiency, sustainability, and user experience. The Smart City Pentagon Framework Analyzer is also presented, a dedicated web application that facilitates interaction with the framework. It allows product data input, provides feedback on alignment with the Penta-S features, and suggests personality traits based on the OCEAN model. Complementing the web application, the Smart City Penta-S Compliance Assistant API, developed through ChatGPT, offers a more profound, personalized evaluation of products, including the life cycle phase recommendations using the IPPMD model. This paper contributes to the development of smart city solutions by providing a flexible framework that can be applied to any product type, optimizing its life cycle, and ensuring compliance with the Pentagon Framework. This approach improves product integration and fosters user satisfaction by tailoring products and their materials to meet specific user preferences and needs within the smart city environment. The proposed framework emphasizes citizen-centric design and highlights its advantages over conventional evaluation methods, ultimately enhancing urban planning and smart city development. Full article
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<p>Emerging technologies implemented in smart cities.</p>
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<p>The Pentagon graphic compares the evaluation of a specific case study against the ideal scenario.</p>
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<p>Penta-S evaluation exemplification: (<b>a</b>) The evaluated case (green polygon) and another case (red polygon) share the same centroid yet display different S-feature dimensions; (<b>b</b>) exemplification of another evaluated case that shares the same area with a different distribution.</p>
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<p>Penta-S technologies’ implementation in smart cities.</p>
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<p>Proposed topology of a smart city using smart citizens, smart communities, and smart cities.</p>
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<p>(<b>a</b>) Product development framework. (<b>b</b>) Life cycle phases of smart city technologies.</p>
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<p>Prototypes developed by Tecnologico de Monterrey for smart communities and smart cities.</p>
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<p>Developed solutions: (<b>a</b>) Solar umbrella for didactic purposes. (<b>b</b>) Bicycle with solar and regenerative charge modules. (<b>c</b>) Lego robot for teaching math at elementary school level. (<b>d</b>) Tomatoes’ recognition by using artificial vision for quality inspection.</p>
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<p>Penta-S features of rapid prototypes in the smart community.</p>
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<p>Penta-S features regarding the presented rapid prototypes in a smart city.</p>
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<p>Penta-S solutions for the smart community and their potential users based on the Big Five personality model. The gray marks highlight the personality traits that align with each product.</p>
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<p>Penta-S solutions for the smart city and their potential users based on the Big Five personality model. The gray marks highlight the personality traits that align with each product.</p>
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<p>Smart City Pentagon Framework Analyzer interface [<a href="#B52-mti-09-00001" class="html-bibr">52</a>]: (<b>a</b>) Product input fields. (<b>b</b>) Penta-S feedback, personality trait suggestion and a feature to improve the product.</p>
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<p>Smart City Penta-S Compliance Assistant API [<a href="#B53-mti-09-00001" class="html-bibr">53</a>].</p>
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<p>The table depicted from the API for the project <span class="html-italic">Adaptive Roof Shading</span>.</p>
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<p>Pentagon features’ radar chart for the Adaptive Roof Shading: (<b>a</b>) Initial assessment. (<b>b</b>) Updated assessment based on the API feedback.</p>
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<p>Circular economy challenges for S5 products.</p>
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<p>Characteristics for Penta-S materials.</p>
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14 pages, 1147 KiB  
Article
Collaborative Game-Theoretic Optimization of Public Transport Fare Policies: A Global Framework for Sustainable Urban Mobility
by Ekinhan Eriskin
Sustainability 2024, 16(24), 11199; https://doi.org/10.3390/su162411199 - 20 Dec 2024
Viewed by 775
Abstract
Urbanization intensifies the need for sustainable public transportation that balances financial viability, environmental sustainability, and social equity. Traditional fare-setting methods often focus narrowly on financial objectives, neglecting broader impacts. This study introduces a novel collaborative game-theoretic model integrating user sentiment analysis to optimize [...] Read more.
Urbanization intensifies the need for sustainable public transportation that balances financial viability, environmental sustainability, and social equity. Traditional fare-setting methods often focus narrowly on financial objectives, neglecting broader impacts. This study introduces a novel collaborative game-theoretic model integrating user sentiment analysis to optimize fare policies. By incorporating utilities of passengers, operators, and governments, and employing the Shapley value for fair benefit distribution, this model aims to maximize social welfare. The methodology frames fare optimization as a cooperative game among stakeholders, integrating passenger preferences through sentiment analysis. The social welfare function combines the utilities of all stakeholders and is maximized under operational, environmental, and financial constraints. Implemented in Python and applied to Isparta, Turkey, the model identifies an optimal fare of 19.5 TL (ranged between 14 and 26.50 TL) that maximizes social welfare, aligning closely with existing fares. Shapley value analysis distributes the benefits, assigning 221,457 (35.6%) units to passengers, 54,562 (8.7%) units to operators, and 347,433 (55.7%) units to the government, highlighting significant environmental gains for the government. Sensitivity analyses confirm the model’s robustness across varying trip volumes, suggesting its applicability to diverse urban settings. This research contributes to socially equitable and user-centric fare policies by providing a comprehensive framework aligning stakeholder interests. Policymakers can leverage this model to design fare strategies promoting sustainability, efficiency, and collaboration in public transportation systems. Full article
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<p>Pseudocode of the developed algorithm.</p>
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<p>The social welfare change based on fare pricing.</p>
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<p>The operator utility change based on fare pricing.</p>
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<p>The government utility change based on fare pricing.</p>
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<p>Shapley values for the coalition.</p>
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26 pages, 15979 KiB  
Article
A Spatial Crowdsourcing Engine for Harmonizing Volunteers’ Needs and Tasks’ Completion Goals
by Maite Puerta-Beldarrain, Oihane Gómez-Carmona, Liming Chen, Diego López-de-Ipiña, Diego Casado-Mansilla and Felipe Vergara-Borge
Sensors 2024, 24(24), 8117; https://doi.org/10.3390/s24248117 - 19 Dec 2024
Viewed by 670
Abstract
This work addresses the task allocation problem in spatial crowdsensing with altruistic participation, tackling challenges like declining engagement and user fatigue from task overload. Unlike typical models relying on financial incentives, this context requires alternative strategies to sustain participation. This paper presents a [...] Read more.
This work addresses the task allocation problem in spatial crowdsensing with altruistic participation, tackling challenges like declining engagement and user fatigue from task overload. Unlike typical models relying on financial incentives, this context requires alternative strategies to sustain participation. This paper presents a new solution, the Volunteer Task Allocation Engine (VTAE), to address these challenges. This solution is not based on economic incentives, and it has two primary goals. The first one is to improve user experience by limiting the workload and creating a user-centric task allocation solution. The second goal is to create an equal distribution of tasks over the spatial locations to make the solution robust against the possible decrease in participation. Two approaches are used to test the performance of this solution against different conditions: computer simulations and a real-world experiment with real users, which include a qualitative evaluation. The simulations tested system performance in controlled environments, while the real-world experiment assessed the effectiveness and usability of the VTAE with real users. This research highlights the importance of user-centered design in citizen science applications with altruistic participation. The findings demonstrate that the VTAE algorithm ensures equitable task distribution across geographical areas while actively involving users in the decision-making process. Full article
(This article belongs to the Special Issue Mobile Sensing for Smart Cities)
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<p>An example of a campaign created in Bilbao is presented. In this picture, the distribution of the cells and the color scale implemented based on the <math display="inline"><semantics> <msub> <mi>M</mi> <mi>s</mi> </msub> </semantics></math> goal of the campaign are shown. Given the nomenclature defined in this paper, x = <math display="inline"><semantics> <mrow> <mi>r</mi> <mi>e</mi> <msubsup> <mi>a</mi> <mrow> <mi>j</mi> </mrow> <mi>t</mi> </msubsup> </mrow> </semantics></math>, and y = <math display="inline"><semantics> <mrow> <mi>a</mi> <mi>c</mi> <mi>c</mi> <mi>e</mi> <msubsup> <mi>p</mi> <mrow> <mi>j</mi> </mrow> <mi>t</mi> </msubsup> </mrow> </semantics></math>.</p>
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<p>Workflow illustrating the interaction between the VTAE system and users during a campaign. The process includes key steps such as the campaign configuration, task recommendation, user participation, task completion, and dissemination of results in the context of Citizen Science.</p>
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<p>The variance in the distribution of the tasks over the cells (Equation (<a href="#FD8-sensors-24-08117" class="html-disp-formula">8</a>) left hand-side pictures) and the evolution of the realized task (Equation (<a href="#FD10-sensors-24-08117" class="html-disp-formula">10</a>) right hand-side figures) over time across different users count (100, 75, 50, and 25 users). The task allocation algorithms used are the VTAE, LNN, and NN. To illustrate the evolution of the task realized, the moving average (MA) of 20 values was used. The results presented are the mean of five executions.</p>
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<p>The variance (Equation (<a href="#FD8-sensors-24-08117" class="html-disp-formula">8</a>) left figures) and the evolution of the realized task (Equation (<a href="#FD10-sensors-24-08117" class="html-disp-formula">10</a>) right figures) over time across different user availability probabilities. The task allocation resolutions used are the VTAE, the LNN, and the NN algorithms. To illustrate the evolution of the task realized, the moving average (MA) of 20 values was used. The results show the mean of five executions.</p>
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<p>The variance of the distribution of the tasks over the cells (Equation (<a href="#FD8-sensors-24-08117" class="html-disp-formula">8</a>)—left figures) and the evolution of the realized task (Equation (<a href="#FD10-sensors-24-08117" class="html-disp-formula">10</a>)—right figures) over time across different task completion probabilities. The task allocation resolutions used are the VTAE, the LNN, and the NN algorithms. To illustrate the evolution of the task realized, the moving average of 20 values was used. The results show the mean of five executions.</p>
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<p>The final collage of photos obtained from the Deusto experiment.</p>
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<p>Evolution of the variance (metric of Equation (<a href="#FD8-sensors-24-08117" class="html-disp-formula">8</a>)—left hand-side picture) and realized tasks over time (Equation (<a href="#FD10-sensors-24-08117" class="html-disp-formula">10</a>)—right hand-side picture) in the Deusto experiment and the result obtained in its simulation using the VTAE, LNN, and NN. To illustrate the evolution of the task realized, the moving average (MA) of 20 values was used.</p>
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17 pages, 1637 KiB  
Article
User-Centred Design and Development of a Smartphone Application (OverSight) for Digital Phenotyping in Ophthalmology
by Kishan Devraj, Lee Jones, Bethany Higgins, Peter B. M. Thomas and Mariya Moosajee
Healthcare 2024, 12(24), 2550; https://doi.org/10.3390/healthcare12242550 - 18 Dec 2024
Viewed by 943
Abstract
Background: Visual impairment can significantly impact an individual’s daily activities. Patients require regular monitoring, typically occurring within hospital eye services. Capacity constraints have necessitated innovative solutions to improve patient care. Existing digital solutions rely on task-based digital home monitoring such as visual acuity [...] Read more.
Background: Visual impairment can significantly impact an individual’s daily activities. Patients require regular monitoring, typically occurring within hospital eye services. Capacity constraints have necessitated innovative solutions to improve patient care. Existing digital solutions rely on task-based digital home monitoring such as visual acuity testing. These require active involvement from patients and do not typically offer an indication of quality of life. Digital phenotyping refers to the use of personal digital devices to quantify passive behaviour for detecting clinically significant changes in vision and act as biomarkers for disease. Its uniqueness lies in the ability to detect changes passively. The objective was to co-design an accessible smartphone app (OverSight) for the purposes of digital phenotyping in people with sight impairment. Methods: Development of OverSight included stakeholder consultations following principles of user-centred design. Apple iOS software frameworks (HealthKit, ResearchKit, and SensorKit) and a SwiftUI developer toolkit were used to enable the collection of active and passive data streams. Accessibility and usability were assessed using the System Usability Scale (SUS) and feedback following a 3-month pilot study. Consultations with patients informed the design of OverSight, including preferred survey scheduling and the relevancy of patient support resources. Results: Twenty visually impaired participants (mean age 42 ± 19 years) were recruited to the pilot study. The average score on the SUS was 76.8 (±8.9), indicating good usability. There was a statistically significant moderate negative correlation between SUS scores and visual acuity in both the better (r = −0.494; p ≤ 0.001) and worse eye (r = −0.421; p ≤ 0.001). Conclusions: OverSight offers promising potential for collecting patient-generated health data for the purposes of digital phenotyping in patients with eye disease. Through further testing and validation, this novel approach to patient care may ultimately provide opportunities for remote monitoring in ophthalmology. Full article
(This article belongs to the Special Issue Mobile Technology-Based Interventions in Healthcare)
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<p>An illustration of the tech stack used to create the <span class="html-italic">OverSight</span> app. (<b>A</b>) Apple software frameworks. (<b>B</b>) <span class="html-italic">OverSight</span> app front end. (<b>C</b>) Cloud infrastructure.</p>
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<p>Improved accessibility of surveys. (<b>A</b>) Survey developed using the ResearchKit framework, where the user is required to perform multiple actions to submit a response. (<b>B</b>) Survey developed using the SwiftUI toolkit, where fewer actions are required by the user and there is enhanced VoiceOver accessibility.</p>
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<p>Scatterplot showing the relationship between better eye visual acuity (BEVA) in logMAR and scores on the System Usability Scale (SUS). Each point represents an individual participant. The grey-shaded area represents the normative 50th percentile for the SUS, which is considered the threshold for good usability. The majority of data points (<span class="html-italic">n</span> = 15) lie above this area, indicating most participants rated <span class="html-italic">OverSight</span> as having better than average usability.</p>
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30 pages, 13956 KiB  
Article
The State of Stroke Rehabilitation Design in Australia: A Multi-Scalar Systematic Architecture Precedent Review
by Tianyi Yang, Marcus White, Ruby Lipson-Smith and Mehrnoush Latifi
Buildings 2024, 14(12), 3968; https://doi.org/10.3390/buildings14123968 - 13 Dec 2024
Viewed by 802
Abstract
Objectives: This study explores stroke rehabilitation facility design in Australia, identifying the key design typologies at multiple scales and assessing them against the critical design criteria for stroke rehabilitation. Background: The physical environment plays a crucial role in stroke rehabilitation, affecting patient recovery [...] Read more.
Objectives: This study explores stroke rehabilitation facility design in Australia, identifying the key design typologies at multiple scales and assessing them against the critical design criteria for stroke rehabilitation. Background: The physical environment plays a crucial role in stroke rehabilitation, affecting patient recovery and well-being. However, limited research examines how design can support therapeutic outcomes in these facilities. Method: From a systematic review of 257 Australian stroke rehabilitation facilities, 30 were selected for detailed design review, with an in-depth room-level analysis conducted for 10. Using the modified PRISMA framework and a typology analysis approach, this study integrates architectural precedent with clinical research methods. Results: Typologies were identified at the site, building, ward, and room levels. Acute hospital wards (53%) and ‘blocks’ (73%) were the most common site and building arrangements, respectively. At the ward level, ‘racetrack with courtyard’ layouts enhanced natural light, views, and access to landscaped areas. A room-level analysis revealed limited innovation, with most rooms adhering to standard designs, though some adaptations improved visual connectivity and personal control. Hybrid nurse stations and courtyards supported efficiency, social interaction, and therapeutic stimulation. Conclusions: This study highlights the user-centred design strategies tailored to stroke patients’ needs and the importance of evidence-based approaches prioritising well-being. Future research should incorporate 3D spatial analysis for actionable design recommendations. Full article
(This article belongs to the Special Issue Art and Design for Healing and Wellness in the Built Environment)
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<p>Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) flow diagram adapted for the systematic architecture precedent review of stroke rehabilitation facilities [<a href="#B31-buildings-14-03968" class="html-bibr">31</a>].</p>
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<p>The number of facilities built each year is included in this review.</p>
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<p>Typology study. This table presents an example of a ward for each building type, featuring the building-level typology of rehabilitation buildings: towers (<b>a</b>), L-shaped block (<b>b1</b>), two-wing block (<b>b2</b>), monoblock (<b>b3</b>), and linked pavilions (<b>c</b>) (Column 1). It includes a figure-ground circulation diagram (column 3), a ward-level ward plan, highlighting circulation paths (Column 4), and a functional zoning diagram to illustrate the spatial arrangements and adjacencies within the wards (Column 5).</p>
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<p>Summary of the typologies at the building and ward levels assessed based on the four key criteria: maximising visual connectivity within the ward, maximising view access to outdoors and greenery, maximising access to stimulation/practice, and maximising the efficiency of the space. The colour coding utilises a ‘traffic light’ system: green indicates good support, yellow indicates moderate support, red indicates poor support, dark grey indicates uncertainty and light grey indicates inaccessibility. Variability is noted where context-specific factors significantly influence the criteria.</p>
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<p>Summary of the typologies at the room levels assessed based on the four key criteria: maximising visual connectivity within the ward, maximising view access to outdoors and greenery, maximising access to stimulation/practice, and maximising versatility and personal control. The room labels (a, b, c, d, etc.) correspond to the room types, details shown in Figures 14 and 16. The colour coding utilises a ‘traffic light’ system: green indicates good support, yellow indicates moderate support, red indicates poor support.</p>
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<p>(<b>a</b>) A rehabilitation ward within the acute hospital in the same building arrangement; (<b>b</b>) a freestanding arrangement; (<b>c</b>) a rehabilitation ward within the acute hospital campus but in a separate building.</p>
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<p>Building level typology of rehabilitation buildings: towers; (<b>a</b>) L-shaped block (<b>b1</b>); two-wings block (<b>b2</b>); monoblock (<b>b3</b>); linked pavilions (<b>c</b>).</p>
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<p>Screengrab of Bendigo Hospital as an example of typology multiple towers with a shared podium (type a). Google Earth online, (2023) Bendigo Hospital; 36°44′58′ S 144°16′49′ E. Three-dimensional buildings data layer. [<a href="https://www.nearmap.com/" target="_blank">https://www.nearmap.com/</a>] [Accessed 9 February 2023].</p>
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<p>Satellite imagery of Epworth Camberwell, VIC, illustrating an example of block typology expansion over time. The red dashed line outlines the site of the facility, while the blue dashed line indicates the renovation/extension area. Left: Satellite image from 6 November 2009. Right: Satellite image from 15 February 2024. Source: Nearmap Pty Ltd. (2023). Retrieved 21 April 2024, from [nearmap.com].</p>
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<p>Pavilion Hospital Design, plan of Nightingale ward. The pavilion plan consisted of a centralised corridor with the wards (pavilions) running perpendicular to the corridor. Each pavilion housed 30 to 40 survivors in one large single room and became its own small hospital. Figure reproduced from British and Foreign Medico-Chirurgical Review (1860, p314), based on Florence Nightingale’s Notes on Hospitals (1859).</p>
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<p>The number of buildings of each ward-level type features each building-level type; the ward typologies have been presented with a colour code: blue linear corridor, orange racetrack; green racetrack with courtyards, yellow racetrack with linear.</p>
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<p>Diagram showing the four types of nurse stations identified in the study: red hatch, which shows the nurse station arrangements, and light blue hatch, which shows the patient room groups.</p>
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<p>The diagram shows the gym types identified in the study: onward, same floor, different floor, and different buildings.</p>
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<p>Colour-coded key features diagram of an AusHFG standard component single patient room (1BR-ST-A) and the single room types identified in the review; (<b>a</b>–<b>f</b>) a single room layout design closely aligned with the AusHFG standard component; (<b>g</b>–<b>i</b>) single room types with innovative designs compared to the AusHFG components: (<b>g</b>) an example of an innovative patient room developed by angling the window of the Aus HFG 1BR-ST-A3 standard component; (<b>h</b>) an example of an innovative patient room case developed based on the AusHFG 1BR-ST-DA1, with an additional window seat, more personal storage spaces, and a table for daily activity; (<b>i</b>) an example of an innovative patient room case developed based on the AusHFG 1BR-ST-A1, with an attached private balcony.</p>
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<p>View cone diagram of an AusHFG standard component single patient room (1BR-ST-A) and the single room types identified in the review. (<b>a</b>–<b>f</b>) Single room layouts closely aligned with the AusHFG standard component. (<b>g</b>–<b>i</b>) Single room layouts with innovative designs compared to the AusHFG components: (<b>g</b>) a room with an angled window for enhanced views, based on the AusHFG 1BR-ST-A3 standard component; (<b>h</b>) a room with an additional window seat, personal storage, and a table for daily activities, based on the AusHFG 1BR-ST-DA1; (<b>i</b>) a room with an attached private balcony, based on the AusHFG 1BR-ST-A1. The view cones are colour-coded: green view cone represents the view range from the bed head position to the outdoors; brown view cone represents the view range from the bed head position to the outdoors, but would be obstructed if the other bed closed the curtain; blue view cone represents the visual connectivity from the bed head position to the corridor; black view cone represents the visual connectivity from the bed head position to the corridor but would be obstructed if the other bed closed the curtain.</p>
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<p>Colour-coded key features diagram of an AusHFG standard component double-patient room (2BR-ST-A) and the double survivors room types identified in the review. (<b>a</b>,<b>b</b>) Double patient room layout design closely aligned with the AusHFG standard component; (<b>c</b>) an example of a patient room designed closely aligned to AusHFG 2BR-ST-A1 by changing one of the bed orientations; (<b>d</b>) an example of an innovative patient room case developed based on Aus HFG 2BR-ST-A1 by angling the window; (<b>e</b>) an example of an innovative double-patient room converted into two single-patient rooms with ensuite into a shared double room with a small shared communal area.</p>
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<p>View cone diagram of an AusHFG standard component double bed patient room (2BR-ST-A) and the double bedroom types identified in the review; (<b>a</b>,<b>b</b>) Double patient room layout design closely aligned with the AusHFG standard component; (<b>c</b>) an example of a patient room designed closely aligned to AusHFG 2BR-ST-A1 by changing one of the bed orientations; (<b>d</b>) an example of an innovative patient room case developed based on Aus HFG 2BR-ST-A1 by angling the window; (<b>e</b>) an example of an innovative double-patient room converted into two single-patient rooms with ensuite into a shared double room with a small shared communal area. The view cones are colour-coded: green view cone represents the view range from the bed head position to the outdoors; brown view cone represents the view range from the bed head position to the outdoors but would be obstructed if the other bed closed the curtain; blue view cone represents the visual connectivity from the bed head position to the corridor; black view cone represents the visual connectivity from the bed head position to the corridor but would be obstructed if the other bed closed the curtain.</p>
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19 pages, 3107 KiB  
Article
Empowering User-Centric Selection of Electric Vehicles Charging Stations: A Hybrid Approach Using the Best–Worst Method and Grey Relational Analysis
by Haitham Saleh
World Electr. Veh. J. 2024, 15(12), 575; https://doi.org/10.3390/wevj15120575 - 13 Dec 2024
Viewed by 804
Abstract
The increasing adoption of electric vehicles offers a way to combat the harmful impacts of climate change and to improve city living standards. Yet limited access to and lack of consistency among electric vehicle charging stations present obstacles for electric vehicle owners. This [...] Read more.
The increasing adoption of electric vehicles offers a way to combat the harmful impacts of climate change and to improve city living standards. Yet limited access to and lack of consistency among electric vehicle charging stations present obstacles for electric vehicle owners. This study advocates for an approach that positions the preferences of electric vehicle drivers first when choosing an electric vehicle charging station. By considering relevant factors to electric vehicle drivers and treating the problem as a grey system where certain information is known while other aspects are unknown, this research aims to empower users to make decisions aligned with their needs. The best–worst method is employed to assign preferences allowing electric vehicle users to make informed choices based on their priorities. The grey relational analysis method is utilized to rank electric vehicle charging stations based on user preferences. The best–worst method-grey relational analysis approach, as shown by examples, efficiently assists electric vehicle users in choosing the optimal electric vehicle charging station. This study acknowledges and incorporates the often-overlooked perspectives of electric vehicle drivers into a user-centric solution in existing research models. The gained insights carry significance for managing transportation and energy systems and designing user-friendly applications pertaining to electric vehicle charging station selection. Full article
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<p>The system’s overall architecture.</p>
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<p>A representation on a map that describe the situation.</p>
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<p>Steps for grey relational analysis with an illustrative example provided.</p>
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<p>The proposed BWM-GRA Approach.</p>
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<p>A hierarchical view of the described problem.</p>
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<p>Optimal weights obtained using BWM.</p>
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<p>Example one, a solution with the top three alternatives.</p>
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<p>Example two, a solution with the top three alternatives.</p>
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14 pages, 613 KiB  
Article
Challenges for Implementing Vehicle-to-Grid Services in Parking Lots: A State of the Art
by Antonio Comi and Elsiddig Elnour
Energies 2024, 17(24), 6240; https://doi.org/10.3390/en17246240 - 11 Dec 2024
Viewed by 675
Abstract
Electric vehicles (EVs) play a vital role in the transition to renewable energy and decarbonisation, and there is increasing global interest in expanding their use. However, the growing number of EVs poses challenges to the electricity grid due to increasing energy demand. Vehicle-to-grid [...] Read more.
Electric vehicles (EVs) play a vital role in the transition to renewable energy and decarbonisation, and there is increasing global interest in expanding their use. However, the growing number of EVs poses challenges to the electricity grid due to increasing energy demand. Vehicle-to-grid (V2G) technology can address these issues by allowing for EVs to charge and discharge energy, thus helping to balance the grid when needed. Aggregating vehicles in designated parking areas optimises energy transfer, making it crucial to identify suitable parking locations and forecast the energy available from parked vehicles. A spatial–temporal framework ensures that V2G services operate efficiently considering both the location and the timing of vehicle parking. This paper reviews studies on temporal–spatial V2G parking demand, identifying high-demand areas such as shopping centres and workplaces, where vehicles park for extended periods. Strategic locations of V2G hubs in these areas ensures seamless integration into existing mobility patterns without disrupting users’ routines. In addition, this review examines user acceptance, technical feasibility, and V2G’s role in reducing grid demand peaks. The findings indicate the potential of effectively implemented V2G services to enhance electricity grid stability and efficiency while minimising disruptions to EV users. Full article
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<p>The proposed methodology.</p>
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<p>Frequency distribution of the selected studies in the last twenty years.</p>
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<p>Scheme of V2G working.</p>
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