Kordi Ghazale, Hasanzadeh-Moghimi Parsa, Paydar Mohammad Mahdi, Asadi-Gangraj Ebrahim
Department of Industrial Engineering, Babol Noshirvani University of Technology, Babol, Iran.
Ann Oper Res. 2022 Jun 30:1-38. doi: 10.1007/s10479-022-04794-1.
Nowadays, the amounts of infectious medical waste (IMW) have surged considerably so waste management has become a critical emergency in many developing countries. However, most large medical waste generation centers (MWGC) are equipped with treatment facilities, small MWGC faces the waste management problem. It reveals the significance of having a proper program for small health centers. This is an indisputable difficulty that governments bordered because it imposes great costs on societies, also the environmental problems caused by improper treatment are irreparable. To attend to all the essential aspects of the problem, this paper recommended a location-routing model with four objective functions to minimize the total costs, environmental pollution, the risk imposed on the population around disposal sites, and the total violation from the expected arrival time. Considering a multi-period problem with a maximum acceptable delay plays a key role to connect the assumptions to the real-world problem. In addition, for solving mathematical models based on case studies, the role of uncertainty is undeniable. The demand for dental waste treatment is not definite and is changed based on the different conditions thus fuzzy chance-constrained programming is proposed for this problem to tackle the uncertainty. The revised multi-choice goal programming method is considered to solve the model and a real case study for dental clinics in Babol city of Iran is investigated to illustrate the validation of the proposed model. The results indicate that the solution method can create a balance between four objective functions. Finally, sensitivity analyses are performed for some parameters to analyze the behavior of the objective functions.
如今,传染性医疗废物的数量大幅激增,因此在许多发展中国家,废物管理已成为一个至关重要的紧急问题。然而,大多数大型医疗废物产生中心都配备了处理设施,小型医疗废物产生中心却面临着废物管理问题。这凸显了为小型医疗中心制定适当方案的重要性。这是各国政府面临的一个无可争议的难题,因为它给社会带来了巨大成本,而且不当处理造成的环境问题是无法弥补的。为了全面解决该问题的各个关键方面, 本文提出了一个具有四个目标函数的选址-路径模型,以最小化总成本、环境污染、处置场所周边人群面临的风险以及与预期到达时间的总偏差。考虑一个具有最大可接受延迟的多周期问题对于将假设与实际问题联系起来起着关键作用。此外,对于基于案例研究求解数学模型而言,不确定性的作用不可忽视。牙科废物处理的需求并不确定,且会根据不同情况而变化,因此针对此问题提出了模糊机会约束规划来应对不确定性。采用改进的多选择目标规划方法求解该模型,并以伊朗巴博勒市牙科诊所的实际案例进行研究,以验证所提模型的有效性。结果表明,该求解方法能够在四个目标函数之间实现平衡。最后,对一些参数进行敏感性分析,以分析目标函数的行为。