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Design of a small-scale biodiesel production system 小型生物柴油生产系统的设计
Pub Date : 2013-04-26 DOI: 10.1109/SIEDS.2013.6549517
J. Anderson, J. Cáceres, A. Khazaei, J. Shirey
The city of Fredericksburg is located in central Virginia and is home to 592 farms covering 16% of the total land area. Farms in this region have experienced declining profits from an average of $555 per farm in 1997 to -$14,931 per farm in 2007. One of the ways to reduce operating costs and return to profitability is to significantly reduce diesel costs. An alternative to purchasing diesel is to produce biodiesel from vegetable oil extracted from crops grown on the farm and sell the excess biodiesel that is not used. The goal of this paper is to design the process and evaluate the financial feasibility of converting farm crops into biodiesel using a small-scale biodiesel production facility on a farm. Five crops were selected as design alternatives based on regional availability, productivity, and cost criteria: Canola, Corn, Peanut, Soybean, and Sunflower. These alternatives were evaluated using two Monte Carlo models: (1) a Biodiesel Production Model to simulate the amount of biodiesel and other byproducts produced and (2) a Business Model to simulate the net present value of each alternative after 15 years. The biodiesel production model inputs are: (i) expected crop yield, (ii) oil content percentage, and (iii) oil press efficiency percentage. The outputs of this model are: (i) biodiesel yield, (ii) meal yield, (iii) glycerin yield, and (iv) net energy ratio; each of the yield outputs is an input for the financial model. Other inputs for the financial model include meal revenue, equipment costs, chemical expenses, planting and harvesting costs, lost profit cost, and biodiesel sales. The output is the net present value of each crop alternative at the end of 15 years. Utility of each crop alternative from first to last is as follows: Peanut (1.0), Sunflower (0.68), Canola (0.55), Soybean (0.52), and Corn (0.45). Plotting utility against net present value shows that Canola is the most cost-effective alternative and the recommended crop type.
弗雷德里克斯堡市位于弗吉尼亚州中部,拥有592个农场,占总土地面积的16%。该地区农场的平均利润从1997年的555美元下降到2007年的14931美元。降低运营成本并恢复盈利的方法之一是大幅降低柴油成本。购买柴油的另一种选择是从农场种植的作物中提取植物油来生产生物柴油,并出售多余的生物柴油。本文的目标是设计过程,并评估使用农场上的小型生物柴油生产设施将农作物转化为生物柴油的财务可行性。根据区域可用性、生产力和成本标准,选择了五种作物作为设计替代方案:油菜籽、玉米、花生、大豆和向日葵。使用两个蒙特卡罗模型对这些替代方案进行评估:(1)生物柴油生产模型,模拟生物柴油和其他副产品的产量;(2)商业模型,模拟每种替代方案15年后的净现值。生物柴油生产模型的输入是:(i)预期作物产量,(ii)含油量百分比,(iii)榨油效率百分比。该模型的输出是:(i)生物柴油产量,(ii)膳食产量,(iii)甘油产量,(iv)净能量比;每个收益输出都是金融模型的输入。财务模型的其他输入包括膳食收入、设备成本、化学品费用、种植和收获成本、利润损失成本和生物柴油销售。产量是15年后每种作物替代品的净现值。各作物替代品的效用由前至后依次为:花生(1.0)、向日葵(0.68)、油菜(0.55)、大豆(0.52)、玉米(0.45)。绘制效用与净现值的关系图表明,油菜是最具成本效益的替代品,也是推荐的作物类型。
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引用次数: 3
Redesigning clinic workflows for electronic medical record integration 重新设计电子病历集成的诊所工作流程
Pub Date : 2013-04-26 DOI: 10.1109/SIEDS.2013.6549507
M. Brindisi, R. Bui, J. Mazo, Z. Y. Ong, S. V. van Vleet, R. Bailey
Electronic medical records (EMR) play a critical role in modern healthcare infrastructure, serving as the fundamental source of patient medical data. These medical records can function variously as a comprehensive record of past visits, a tool to aid physicians' diagnoses, a system to manage operational details during a patient visit, and an effective and accurate billing mechanism for insurance plans. In 2010, the University of Virginia (U.Va.) Medical Center adopted EpicCare EMR across its hospital and one-hundred and seventy-two ambulatory clinics to deliver higher quality patient care. With a focus on three U.Va. Orthopedics division clinics, this project seeks to characterize the current workflows involving EpicCare, identify opportunities for improvement, and evaluate and recommend a strategy for improving clinic operations. The iterative approach encompassed observations in each target clinic, discussions with employees and administration, and visualizations of the workflows for each clinic. Observation results were synthesized into findings, and related back to defined core objectives. Workflow variance, both within and among clinics, was analyzed to ultimately determine the best method to complete tasks common to all clinics. These tasks were further examined to determine if variability could be changed, whether this change could be beneficial, and the root cause of the variability. Alternatives for mitigating variability and improving the employee workflow across all clinics within U.Va. Orthopedics were generated, addressing each task with specific, tailored solutions. These alternatives can be evaluated according to identified metrics, based on feasibility and projected benefit.
电子病历(EMR)作为患者医疗数据的基本来源,在现代医疗基础设施中发挥着关键作用。这些医疗记录可以作为过去访问的综合记录,帮助医生诊断的工具,在患者访问期间管理操作细节的系统,以及有效和准确的保险计划计费机制。2010年,弗吉尼亚大学(University of Virginia)医疗中心在其医院和172个门诊诊所采用了EpicCare EMR,以提供更高质量的患者护理。重点是三个uva。骨科部门诊所,本项目旨在描述目前涉及EpicCare的工作流程,确定改进的机会,并评估和推荐改善诊所运营的策略。迭代方法包括对每个目标诊所的观察,与员工和管理人员的讨论,以及每个诊所工作流程的可视化。观察结果被综合为发现,并与定义的核心目标相关。分析了诊所内部和诊所之间的工作流程差异,以最终确定完成所有诊所共同任务的最佳方法。进一步检查这些任务,以确定可变性是否可以改变,这种改变是否有益,以及可变性的根本原因。减轻可变性和改善uva所有诊所员工工作流程的替代方案。生成了骨科,通过特定的定制解决方案解决每个任务。这些替代方案可以根据确定的指标,基于可行性和预期效益进行评估。
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引用次数: 2
Detecting and mitigating driver distraction with motion capture technology: Distracted driving warning system 用动作捕捉技术检测和减轻驾驶员分心:分心驾驶警告系统
Pub Date : 2013-04-26 DOI: 10.1109/SIEDS.2013.6549497
S. L. Gallahan, G. F. Golzar, A. P. Jain, A. Samay, T. J. Trerotola, J. G. Weisskopf, N. Lau
Distracted driving contributes to a significant portion of vehicle accidents and deaths. To mitigate distracted driving, the University of Virginia Center to Promote Effective Youth Development sponsored the development of a noninvasive system to detect and warn drivers of their distraction. This distracted driving warning system is installed in the medium-fidelity driving simulator of the Virginia Driving Safety Laboratory (VDSL). The system is composed of (i) the Microsoft Kinect motion sensing hardware for tracking head and skeletal movements and (ii) a custom software application for identifying four distractions and outputting audio alerts. The system is able to identify (a) reaching for a moving object, (b) talking on a cell phone, (c) personal hygiene, and (d) looking at an external object. To recognize these distractions, the algorithms for (a), (b), and (c) use the relative distances between spatial locations of various skeletal joints, and the algorithm for (d) use the yaw, pitch and roll of the head. The system deems the driver distracted if any of these gestures are sustained for more than two seconds. When the driver is deemed distracted, the system produces audio signals that increase in frequency as the time of the distraction increases, alerting the drivers of their distraction. The distracted driving warning system is tested with three participants performing distracted behaviors while driving the VDSL simulator. The system correctly identifies (a) at 100%, (b) at 33%, (c) at 50%, and (d) at 66%. These success rates show the feasibility of employing the Kinect to identify driver distraction. However, the system can improve with refining motion capture and eye tracking technology for some complex distraction behaviors. The application of commercially available motion capture technology appears promising for studying and monitoring driver behavior related to distraction.
分心驾驶是造成交通事故和死亡的重要原因。为了减少分心驾驶,弗吉尼亚大学促进有效青年发展中心赞助了一种非侵入性系统的开发,以检测和警告司机的分心。这种分心驾驶警告系统安装在弗吉尼亚驾驶安全实验室(VDSL)的中保真驾驶模拟器中。该系统由(i)用于跟踪头部和骨骼运动的微软Kinect运动传感硬件和(ii)用于识别四种干扰和输出音频警报的定制软件应用程序组成。该系统能够识别(a)伸手拿移动物体,(b)打电话,(c)个人卫生,以及(d)看外部物体。为了识别这些干扰,(a)、(b)和(c)的算法使用不同骨骼关节空间位置之间的相对距离,(d)的算法使用头部的偏航、俯仰和滚动。如果这些手势持续超过两秒钟,系统就会认为司机分心了。当驾驶员被认为分心时,系统会产生音频信号,随着分心时间的增加,频率会增加,提醒驾驶员注意自己的分心。通过三名参与者驾驶VDSL模拟器时的分心行为,对分心驾驶预警系统进行了测试。系统正确识别(a)为100%,(b)为33%,(c)为50%,(d)为66%。这些成功率表明,使用Kinect来识别司机分心是可行的。然而,该系统可以通过改进动作捕捉和眼动追踪技术来改进一些复杂的分心行为。商业上可用的动作捕捉技术的应用似乎有望研究和监测驾驶员与分心有关的行为。
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引用次数: 28
Risk modeling to detect weapon production in biological laboratories 用于检测生物实验室武器生产的风险建模
Pub Date : 2013-04-26 DOI: 10.1109/SIEDS.2013.6549510
D. Collier, D. Edwards, D. Granados, A. J. Noh, J. Lark
The 2001 United States anthrax attacks raise issues regarding U.S. national security. These attacks bring into question the risk of biological laboratory misuse. This capstone project developed a model that determines whether a given facility could be involved in the production of a biological weapon. The proposed model centers around five laboratory factors that comprehensively evaluate a laboratory and provide insight concerning potential resource exploitation. These factors include materials in the lab, equipment in the lab, electricity usage, abnormal contents in wastewater, and background of laboratory personnel. Each of these factors has an individual model that detects suspicious behavior. A final model combines the results of the individual models above to produce an overall evaluation of the laboratory's threat level.
2001年美国发生的炭疽病毒袭击引发了有关美国国家安全的问题。这些攻击引发了对生物实验室误用风险的质疑。这个顶点项目开发了一个模型,可以确定一个特定的设施是否可能参与生物武器的生产。提出的模型以五个实验室因素为中心,全面评估实验室并提供有关潜在资源开发的见解。这些因素包括实验室的材料、实验室的设备、用电量、废水中的异常含量以及实验室人员的背景。这些因素中的每一个都有一个单独的模型来检测可疑行为。最后的模型结合了上述各个模型的结果,产生了对实验室威胁水平的总体评估。
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引用次数: 0
Design of a distributable stereo hearing test package 分布式立体声听力测试包的设计
Pub Date : 2013-04-26 DOI: 10.1109/SIEDS.2013.6549520
B. D. Allen, T. Battu, S. Ganev, L. Gray, B. Harwell, B. Kesser, M. A. Kessler, B. Lancaster, R. Nagel, J. Smith
The localization and identification of sounds in background noise are such important auditory processing skills that a significant amount of incompetency may lead to various confusions and learning delays. Through a partnership with James Madison University and the University of Virginia, a unique opportunity exists to test patients before and after a corrected maximal conductive hearing loss in one ear. Patients with congenital aural atresia come to the University of Virginia for surgery that will give them normal hearing. Insurance pays for a pure tone threshold hearing test one month after surgery, but due to cost restrictions, longitudinal follow-up testing is often not performed. However, longitudinal data from follow-up studies is essential for understanding the effectiveness of the surgery. This paper focuses on the design, construction, and testing of a prototype shippable hearing test system for client use and patient testing. The system tests two binaural hearing abilities-the ability to isolate a spatially separated signal from noise and the ability to localize the source of a sound. This work has been performed as a partnership between the Department of Engineering and the Department of Communication Sciences and Disorders at James Madison University. The student team consists of two juniors and four seniors working on their two-year engineering capstone project in the Department of Engineering at James Madison University, as well as a senior studying Audiology & Speech Pathology working on her Honors thesis. This project has followed an engineering design process beginning with collecting customer needs and understanding required specifications and ending with prototype testing and refinement. Validation testing of the prototype testing system was performed with listeners with both normal hearing and with unilateral hearing loss. In initial testing, the RMS localization errors were measured from 19 control listeners with normal hearing and four with complete unilateral hearing loss. There was a significant difference between those listeners with one good ear versus those with two good ears (p=.01, Cohen's D > 1 or `large' effect size). These results provide promise as to the effectiveness of the designed testing package.
背景噪音中声音的定位和识别是如此重要的听觉处理技能,以至于大量的不能力可能导致各种混乱和学习延迟。通过与詹姆斯麦迪逊大学和弗吉尼亚大学的合作,一个独特的机会存在于测试患者在矫正最大传导性听力损失之前和之后的一只耳朵。先天性听力闭锁的患者来到弗吉尼亚大学进行手术,以恢复正常的听力。保险支付手术后一个月的纯音阈值听力测试,但由于成本限制,纵向随访测试往往不进行。然而,来自随访研究的纵向数据对于了解手术的有效性至关重要。本文的重点是设计、构建和测试一个原型可交付的听力测试系统,以供客户使用和患者测试。该系统测试了两种双耳听力能力——从噪音中分离空间信号的能力和定位声源的能力。这项工作是由詹姆斯麦迪逊大学工程系和通信科学与疾病系合作进行的。学生团队由两名大三学生和四名大四学生组成,他们正在詹姆斯麦迪逊大学工程系完成为期两年的工程顶点项目,还有一名学习听力学和言语病理学的大四学生正在完成她的荣誉论文。该项目遵循工程设计过程,从收集客户需求和理解所需规格开始,以原型测试和改进结束。在听力正常和单侧听力损失的听者中进行了原型测试系统的验证测试。在最初的测试中,测量了19名听力正常的对照听者和4名完全单侧听力损失的听者的RMS定位误差。有一只耳朵好的听众和两只耳朵好的听众之间有显著差异(p=。1, Cohen's D > 1或“大”效应大小)。这些结果为所设计的测试包的有效性提供了希望。
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引用次数: 2
Designing a spatially aware and autonomous quadcopter 设计一个空间感知和自主的四轴飞行器
Pub Date : 2013-04-26 DOI: 10.1109/SIEDS.2013.6549521
M. Y. Chen, D. H. Edwards, E. L. Boehmer, N. M. Eller, J. T. Slack, C. R. Speck, Sarah M. Brown, H. G. Williams, S. Wilson, C. Gillum, G. Lewin, M. Sherriff, G. Garner
The United States creates or acquires increasingly more complex intelligence, surveillance, and reconnaissance (ISR) systems to maintain a strong, leading presence within the world. As a result, ISR systems have become more costly and difficult to manage. The research team focused on continuing previous year efforts of another team to utilize commercial off-the-shelf (COTS) technologies in the development of more flexible and cost-effective ISR systems. The primary goal was to design and implement an autonomous quadcopter that integrated an Android smartphone, an Arduino microcontroller, and several ultrasonic sensors to independently explore and map an unknown area. The project was broken down into three main tasks: construction of the quadcopter and integration of ultrasonic sensors, Android phone, and Arduino microcontroller, development of an Android application that generates navigation commands and avoids collisions, and development of an Android application that uses sensor data for Simultaneous Localization and Mapping (SLAM). This project, a proof-of-concept of a quadcopter system for autonomous navigation and mapping of an unknown environment, demonstrates the feasibility of developing inexpensive ISR systems with commercially available products. The team also found that the Arduino-Android interface was quite complex and caused issues with basic flight stability. The team also found that ultrasonic sensors were capable of partial SLAM by producing rudimentary maps under controlled conditions and simulated stable flight. However, the inexpensive sensors are unlikely to yield the detailed maps necessary for autonomous flight or actionable navigation information.
美国创造或获得越来越复杂的情报、监视和侦察(ISR)系统,以保持在世界范围内强大、领先的存在。因此,ISR系统变得更加昂贵和难以管理。研究团队专注于继续上一年另一个团队的工作,以利用商用现货(COTS)技术开发更灵活和更具成本效益的ISR系统。主要目标是设计和实现一种自主四轴飞行器,该飞行器集成了Android智能手机,Arduino微控制器和几个超声波传感器,可以独立探索和绘制未知区域。该项目分为三个主要任务:构建四轴飞行器并集成超声波传感器、Android手机和Arduino微控制器,开发生成导航命令和避免碰撞的Android应用程序,以及开发使用传感器数据进行同步定位和地图绘制(SLAM)的Android应用程序。该项目是用于自主导航和未知环境测绘的四轴飞行器系统的概念验证,展示了利用商用产品开发廉价ISR系统的可行性。该团队还发现Arduino-Android界面非常复杂,导致基本飞行稳定性问题。研究小组还发现,超声波传感器能够在受控条件下生成基本地图,模拟稳定飞行,从而实现部分SLAM。然而,廉价的传感器不太可能产生自主飞行所需的详细地图或可操作的导航信息。
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引用次数: 27
期刊
2013 IEEE Systems and Information Engineering Design Symposium
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