已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整的填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,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 营销 空调 经济 业务 经济增长
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.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
孤独代亦发布了新的文献求助20
4秒前
逝水无痕完成签到 ,获得积分10
4秒前
5秒前
Lorain完成签到,获得积分10
8秒前
CipherSage应助1293254923采纳,获得10
9秒前
完美世界应助1293254923采纳,获得10
9秒前
CC完成签到,获得积分10
12秒前
玫瑰遇上奶油完成签到 ,获得积分10
14秒前
格林威治完成签到,获得积分10
15秒前
HAHAHA完成签到 ,获得积分10
17秒前
可靠完成签到,获得积分10
21秒前
roberto20发布了新的文献求助10
23秒前
完美世界应助可靠采纳,获得10
25秒前
吴嘉俊完成签到 ,获得积分10
25秒前
26秒前
27秒前
花痴的易真完成签到,获得积分10
29秒前
释棱完成签到,获得积分10
30秒前
大模型应助苗条丹南采纳,获得10
31秒前
万一发布了新的文献求助10
33秒前
木木完成签到 ,获得积分10
34秒前
roberto20完成签到,获得积分10
34秒前
喝酸奶不舔盖完成签到 ,获得积分10
37秒前
秋雪瑶应助SKKK采纳,获得10
37秒前
积极的珩完成签到 ,获得积分10
38秒前
39秒前
41秒前
doctorw完成签到 ,获得积分10
43秒前
alano完成签到 ,获得积分10
46秒前
赵yoyo完成签到,获得积分10
47秒前
香蕉觅云应助Brightan采纳,获得10
48秒前
释棱发布了新的文献求助10
48秒前
ding应助liuyiduo采纳,获得10
49秒前
freedom完成签到,获得积分10
50秒前
52秒前
爆米花应助科研通管家采纳,获得10
52秒前
freedom发布了新的文献求助10
53秒前
53秒前
53秒前
54秒前
高分求助中
Manual of Clinical Microbiology, 4 Volume Set (ASM Books) 13th Edition 1000
Teaching Social and Emotional Learning in Physical Education 900
The three stars each : the Astrolabes and related texts 550
Boris Pesce - Gli impiegati della Fiat dal 1955 al 1999 un percorso nella memoria 500
Chinese-English Translation Lexicon Version 3.0 500
[Lambert-Eaton syndrome without calcium channel autoantibodies] 500
少脉山油柑叶的化学成分研究 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2400282
求助须知:如何正确求助?哪些是违规求助? 2100898
关于积分的说明 5296581
捐赠科研通 1828560
什么是DOI,文献DOI怎么找? 911353
版权声明 560198
科研通“疑难数据库(出版商)”最低求助积分说明 487129