亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Digital Twin–Based Health Care Facilities Management

实施 设施管理 计算机科学 系统工程 软件部署 医疗保健 风险分析(工程) 数字健康 暖通空调 工程类 软件工程 医学 机械工程 空调 经济增长 业务 经济 营销
作者
Obinna C. Madubuike,Chimay J. Anumba
出处
期刊:Journal of Computing in Civil Engineering [American Society of Civil Engineers]
卷期号:37 (2) 被引量:9
标识
DOI:10.1061/jccee5.cpeng-4842
摘要

Health care ensures the health and safety of people, and as such requires effective management of facilities. Unfortunately, current approaches to health care facilities management (HFM) are based on an “if it breaks, we fix it” approach. There is still no effective real-time monitoring of health care facilities, causing a lack of effective preventive maintenance. We propose digital twin (DT), which can monitor equipment and systems in real time and enable bidirectional coordination, to address the shortcomings of current health care facilities management processes. DT is the virtual representation of a physical asset in all instances and in real time. This study aims to identify the shortcomings in HFM and propose a DT prototype to improve HFM. The study adopts a mixed methodology including a literature review, a case study integrating interviews, and scenario planning. The study identified basic DT concepts and data dynamics. The study identified the adopted DT components including virtual design/modeling technologies, sensors, data analytics techniques, communication networks, and mobile devices, including the components integration and data flow management of the DT platform. Functional implementations for scenario deployment were also developed. The functional implementations addressed the following scenarios: monitoring the performance of the HVAC system using pressure criteria, monitoring indoor air quality (IAQ), monitoring the performance of pulsed light for deactivating bacteria and viruses and radio frequency (RF), as they affect the performance of the magnetic resonance imaging (MRI) machine. This paper concludes by highlighting the benefits and limitations of DT application in health care facilities management.Practical ApplicationsThis study focused on DT-based health care facilities management. The paper elaborated on health care facilities management and identified some of the various shortcomings. Some of the shortcomings include a lack of effective real-time updates on the performance of the facilities and their system, lack of control of a physical system from the virtual model, and lack of building information modeling (BIM) integration with facilities management systems. The study further identified some FM software and its shortcomings. The findings from the study were supported using a case study approach that involved some health care facilities management. The facilities management and DT experts were used to help develop four scenarios that addressed some of the identified HFM issues identified in a different study. Subsequently, functional specifications explaining the step-by-step implementation processes of the proposed scenarios were developed. Although the study is still at its planning and development stage, potential benefits and limitations based on the proposed DT system were identified, including the contributions of the study. The study provides potential applications of the models discussed, and the implementation of the proposed system is currently in progress.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
清野完成签到 ,获得积分10
3秒前
抹茶麻薯完成签到 ,获得积分10
3秒前
动听的又亦完成签到 ,获得积分10
9秒前
鱼饼发布了新的文献求助10
16秒前
25秒前
26秒前
科研通AI6.4应助鱼饼采纳,获得10
26秒前
27秒前
聂雨声发布了新的文献求助10
33秒前
47秒前
51秒前
52秒前
Cream完成签到 ,获得积分10
53秒前
JUSTDOIT发布了新的文献求助10
57秒前
鱼饼发布了新的文献求助10
58秒前
天天快乐应助JUSTDOIT采纳,获得10
1分钟前
科研通AI6.2应助鱼饼采纳,获得10
1分钟前
黄景滨完成签到 ,获得积分10
1分钟前
斯文败类应助科研通管家采纳,获得10
1分钟前
Criminology34应助科研通管家采纳,获得10
1分钟前
1分钟前
gravity发布了新的文献求助10
1分钟前
面包完成签到,获得积分10
1分钟前
1分钟前
1分钟前
1分钟前
1分钟前
鱼饼发布了新的文献求助10
2分钟前
yang完成签到,获得积分10
2分钟前
沉默寻凝完成签到,获得积分10
2分钟前
科研通AI6.3应助鱼饼采纳,获得10
2分钟前
科研通AI6.4应助鱼饼采纳,获得10
2分钟前
2分钟前
Sausage发布了新的文献求助10
2分钟前
2分钟前
是非完成签到 ,获得积分10
2分钟前
2分钟前
2分钟前
Sausage完成签到,获得积分10
2分钟前
9527完成签到,获得积分10
2分钟前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7263449
求助须知:如何正确求助?哪些是违规求助? 8884585
关于积分的说明 18776955
捐赠科研通 6942006
什么是DOI,文献DOI怎么找? 3202578
关于科研通互助平台的介绍 2375722
邀请新用户注册赠送积分活动 2178488