供应受限期间医院能源需求优先排序预测

IF 2.4 Q2 ENGINEERING, INDUSTRIAL International Journal of Industrial Engineering and Management Pub Date : 2023-03-13 DOI:10.3926/jiem.4229
M. Munsamy, A. Telukdarie, T. Igusa, Marietta M. Squire
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引用次数: 0

摘要

目的:在没有足够能源能力的情况下维持医疗保健业务会带来重大挑战,特别是在能源供应受限期间。本研究开发了一种基于临床和非临床活动的医院能源模型,用于在能源供应受限期间进行电力负荷优先排序。设计/方法/方法:采用离散事件模型开发医院能量模型。HEM的基础是医院临床和非临床活动的业务流程映射。该模型将电力负荷需求按优先级1、2、3进行排序;第一项活动对患者的生存至关重要,第二项活动是在1至4小时后需要进行的关键活动,而第三项活动可以在没有电的情况下运行数小时。结果:该模型适用于一所小、中、大型医院。结果表明,在所有规模的医院中,优先级2活动的能量需求最高,其次是优先级1和优先级3活动。对于大中型医院来说,能源需求的前三大贡献者是照明、暖通空调和病人服务。对于小医院来说,分别是病人服务、照明和暖通空调。研究局限性/启示:该模型是针对医院的,但可以针对其他医疗机构进行修改。实际意义:将电能需求解决到业务活动水平,使医院能够评估当前的实践以进行优化。它促进了多种能源供应方案,使医院管理层能够根据现有的电力供应方案进行可行性研究。社会影响:改善资本支出和运营预算的规划,以及在能源供应受限期间。这降低了医院的风险,并确保了一贯的服务质量。原创性/价值:目前的医院能源模式有限,特别是在能源供应受限的情况下,医院的运营管理。提出了一个简单易用的模型,以帮助规划基于可用供应的活动。
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Hospital energy demand forecasting for prioritisation during periods of constrained supply
Purpose: Sustaining healthcare operations without adequate energy capacity creates significant challenges, especially during periods of constrained energy supply. This research develops a clinical and non-clinical activity-based hospital energy model for electrical load prioritization during periods of constrained energy supply.Design/methodology/approach: Discrete event modelling is adopted for development of the hospital energy model (HEM). The basis of the HEM is business process mapping of the hospitals clinical and non-clinical activities. The model prioritizes the electrical load demand as Priority 1, 2 and 3; with Priority 1 activities essential to the survival of patients, Priority 2 activities are critical activities that are required after one to four hours, and Priority 3 activities can run for several hours without electricity.Findings: The model was applied to a small, medium, and large hospital. The results demonstrate that Priority 2 activities have the highest energy demand, followed by Priority 1 and Priority 3 activities, respectively for all hospital sizes. For the medium and large hospitals, the top three contributors to energy demand are lighting, HVAC, and patient services. For the small hospital, it is patient services, lighting, and HVAC, respectively.Research limitations/implications: The model is specific to hospitals but can be modified for other healthcare facilities.Practical implications: The resolution of the electrical energy demand down to the business activity level, enables hospitals to evaluate current practices for optimization. It facilitates multiple energy supply scenarios, enabling hospital management to conduct feasibility studies based on available power supply optionsSocial implications: Improved planning of capital expenditure and operational budgets and during constrained energy supply. This reduces risk to hospitals and ensures consistent quality of service.  Originality/value: Current hospital energy models are limited, especially for operations management under constrained energy supply. A simple to use model is proposed to assist in planning of activities based on available supply.
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来源期刊
International Journal of Industrial Engineering and Management
International Journal of Industrial Engineering and Management Business, Management and Accounting-Business, Management and Accounting (miscellaneous)
CiteScore
5.00
自引率
17.20%
发文量
22
审稿时长
21 weeks
期刊介绍: International Journal of Industrial Engineering and Management (IJIEM) is an interdisciplinary international academic journal published quarterly. IJIEM serves researchers in the industrial engineering, manufacturing engineering and management fields. The major aims are: To collect and disseminate information on new and advanced developments in the field of industrial engineering and management; To encourage further progress in engineering and management methodology and applications; To cover the range of engineering and management development and usage in their use of managerial policies and strategies. Thus, IJIEM invites the submission of original, high quality, theoretical and application-oriented research; general surveys and critical reviews; educational or training articles including case studies, in the field of industrial engineering and management. The journal covers all aspects of industrial engineering and management, particularly: -Smart Manufacturing & Industry 4.0, -Production Systems, -Service Engineering, -Automation, Robotics and Mechatronics, -Information and Communication Systems, -ICT for Collaborative Manufacturing, -Quality, Maintenance and Logistics, -Safety and Reliability, -Organization and Human Resources, -Engineering Management, -Entrepreneurship and Innovation, -Project Management, -Marketing and Commerce, -Investment, Finance and Accounting, -Insurance Engineering and Management, -Media Engineering and Management, -Education and Practices in Industrial Engineering and Management.
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