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Daniel Frey

Mechanical Engineering · Massachusetts Institute of Technology  high

🏠 教授主页

研究方向

  • 稳健设计与发展中地区工程
    • 稳健设计方法
      • 数据驱动车轮型面生成
      • 轨道车辆安全风险评估
    • 低资源医疗设计
      • 糖尿病足鞋具评估
      • 足底压力评估系统
    • 社区协同设计
      • 喜马拉雅家庭能源
      • 用户创新协同设计
稳健设计发展中地区低资源设计协同设计医疗器械

该校申请信息 · Massachusetts Institute of Technology

ME deadline(legacy)
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近三年论文 · 6 篇 (点击展开摘要,时间倒序)

Bicycles can change lives, especially in rural Africa – new report looks at their use in Ghana and Malawi
· 2024 · cited 0 · doi.org/10.64628/aaj.n969nvjwn
A Resource-Efficient Plantar Pressure Evaluation System for Diabetic Foot Risk Assessment
Diabetology · 2024 · cited 2 · doi.org/10.3390/diabetology5020016
Diabetic foot complications constitute a large and rapidly growing global health problem, causing one million lower-extremity amputations annually. These amputations are typically preceded by preventable diabetic foot ulcers (DFUs). However, 80% of the world’s diabetics now reside in low- and middle-income countries, where many healthcare settings lack the resources required to implement recommended DFU risk assessment and prevention strategies. There is an unmet need for a more resource-efficient DFU risk assessment method. In this study, a low-cost, purely mechanical plantar pressure evaluation device was designed toward this end. The device consists of a grid of plastic bistable compliant mechanisms, which present a visual series of binary outputs in response to applied pressure. By having diabetic patients step on the device, non-specialist healthcare providers can easily assess patients’ plantar pressures, which are predictive of future DFUs. A prototype was fabricated and pilot-tested with 41 healthy subjects. It demonstrated a sensitivity of 25.6%, although sensitivity reached 60% for heavier subjects. Sensitivity could likely be significantly improved by lowering the device’s profile and increasing the sensing area. Strained health systems may then be able to use this device to allocate scarce healthcare resources more efficiently to prevent costly DFUs and amputations.
Robust assessment of railway vehicle safety risks in operation using a proposed data-driven wheel profile generation approach: Design of computer experiments and surrogate models
Reliability Engineering & System Safety · 2024 · cited 16 · doi.org/10.1016/j.ress.2024.110220
Worldwide objectives for railway vehicles are increased capacity, faster travels and higher levels of safety. In the vehicle-track complex system, assessing and controlling the interactions between the wheels and the rail track is crucial to these goals. Wheel profiles are specifically designed to steer the vehicle and avoid derailment. Maintenance standards and train operating companies establish safe envelopes for wheel profile geometric parameters. A design of experiments is conducted to model relationships between allowable wheel parameters and expected vehicle safety risks, which is supported by condition monitoring data from operation. Such a robust assessment is missing in the literature. The applied methods consist of: (i) selection of predictors and pre-processing, based on literature, standards and a purely data-driven approach to generate wheel profiles; (ii) space-filling design, using Latin hypercube sampling; (iii) obtaining vehicle responses and post-processing, using a multibody dynamics commercial software and according to standards; (iv) surrogate modelling, using Gaussian processes and linear models; (v) sensitivity analysis, through Sobol indices; (vi) safety assessment, analysing response surfaces. Wheels with large flange height and thickness result in higher flange climb derailment risks. The proposed approach allows quantifying this risk as a function of profile parameters and mitigate it through maintenance actions.
Co-Design in the Himalaya: Embracing Local Knowledge and User Innovation to Address Household Energy Challenges
· 2023 · cited 0 · doi.org/10.1115/detc2023-115082
Abstract Around the world, 2.4 billion people use biomass fuels, coal, and kerosene for cooking and heating, and in 2020, 3.2 million deaths worldwide were linked to household air pollution (HAP) from unsafe use of these fuels [1]. Many organizations have been working to address the complex challenges related to traditional cooking and space heating practices in low-resource communities; however, these challenges remain pervasive, and are exacerbated in regions like the Himalaya due to a lack of access to improved technologies and additional barriers experienced by high-elevation communities. Increased engagement of users has shown to result in higher quality solutions that better meet user needs [2, 3]. Practicing participatory design is increasing in stove development, but few examples demonstrate the engagement of users as peers in the design process. The authors traveled to five villages in the Himalayan region, engaging community members in the design process in order to better understand cooking practices and user priorities. This paper describes the process of co-designing with a traditional stove user in a rural Himalayan community in India. As a result of this process, a deeper understanding of complex patterns of stove usage and preferences was gained. In addition, the user’s participation in the process resulted in a higher quality design that reduced HAP while preserving important features of the traditional stove. This case study contributes to growing research on and practice of participatory design to improve outcomes in household energy initiatives in low-resource communities.
DEVELOPMENT OF A NOVEL DIABETIC FOOT RISK ASSESSMENT FOR LOW-RESOURCE HEALTHCARE SETTINGS: A CASE STUDY OF LEAN DESIGN
Proceedings of the Design Society · 2023 · cited 2 · doi.org/10.1017/pds.2023.147
Abstract Interest in applying a “lean” philosophy to design has been slowly growing in recent years, but there are still few broadly applicable methodologies and illustrative cases published in the literature to guide lean design processes. Lean approaches promise cost reduction and increased product value, which could be particularly beneficial in product development for low- and middle-income country markets, where value demands are high. We use the clinical need of efficient diabetic foot risk assessment in lowresource healthcare settings to present an example of lean early-stage design of a medical device. The background of existing medical literature and commercial products is intentionally leveraged throughout the design process to streamline development and minimize the need for independent validation of product strategies and design features. Our approach resulted in an efficient design process that generated a novel, purely mechanical plantar pressure evaluation device that can indicate high risk of diabetic foot ulcer in resource-constrained settings. This case provides a practical example of how design processes can be adapted to be leaner where there are large gains from minimizing design cycle time and cost.
A Scoping Review of Footwear Worn by People With Diabetes in Low- and Middle-Income Countries: Implications for Ulcer Prevention Programs
Global Health Science and Practice · 2023 · cited 8 · doi.org/10.9745/ghsp-d-22-00392
International guidelines advise people with diabetes to wear close-toed, thick-soled footwear to protect against foot ulceration. However, this type of footwear is incompatible with some of the cultures, climates, and socioeconomic conditions in many low- and middle-income countries (LMICs). This scoping review aims to summarize what is known about footwear used by people with diabetes in LMICs and consider whether international diabetic foot guidelines are practical and actionable in these contexts, given current practices. PubMed, CINAHL, Scopus, Embase, Web of Science, Latin American and Caribbean Health Sciences Literature, and African Journals Online were searched for articles that documented the footwear used by people with diabetes in LMICs. Twenty-five studies from 13 countries were eligible for inclusion and indicated that a large proportion of people with diabetes wear footwear that is considered inappropriate by current guidance, with sandals and flip-flops being popular choices in a majority of the studies. Reasons given for these choices include poverty, lack of awareness of and provider communication about the importance of footwear selection, comfort, and cultural norms. We recommend that LMIC health care systems relying on international guidelines critically consider whether their recommendations are sensible in their settings. Diabetic foot experts and LMIC-based health care stakeholders should collaborate to design alternative guidelines, strategies, and interventions specifically for LMIC contexts to increase preventative practice feasibility and uptake.