Smart municipal waste management with source segregation and recovery optimization

IF 10.7 1区 环境科学与生态学 Q1 ENGINEERING, ENVIRONMENTAL
Journal of Cleaner Production Pub Date : 2026-08-18 Epub Date: 2026-08-03 DOI:10.1016/j.jclepro.2026.149123
Muhammad Waqas Iqbal, Jasim Alnahas, Shahbaz Khan, Muhammad Imran, Muhammad Salman Habib, Md Al-Amin Khan
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引用次数: 0

Abstract

This study develops an integrated optimization framework for designing a source-segregated municipal solid waste management network. A mixed-integer linear programming model is proposed to determine the optimal configuration of collection stations, assignment of waste generation points, installation of smart monitoring systems, and allocation of waste flows to treatment and recycling facilities within a multi-echelon municipal logistics network. The model minimizes total system cost while satisfying capacity, budget, and recycling constraints. A numerical experiment based on a representative case study of Tabuk city, Saudi Arabia, is conducted to demonstrate the applicability of the model. The results show that the optimal network opens three collection stations and allocates waste efficiently across treatment facilities, achieving a diversion rate of approximately 72% from landfill. The comparative and sensitivity analyses indicate that integrating source segregation with monitoring-enabled operational coordination, optimized infrastructure utilization, and resource recovery can significantly improve economic performance while reducing landfill dependency. Sensitivity analysis reveals that segregation participation, recycling revenue, and disposal cost are key drivers of system performance. Increased participation in source segregation leads to higher recovery rates and improved economic outcomes, while higher recycling revenues and disposal costs promote waste diversion from landfill. The findings highlight the importance of coordinated planning, economic incentives, operational coordination, and public participation in developing sustainable waste management systems. The proposed framework provides a practical decision-support tool for municipalities seeking to transition toward circular economy practices and improve resource efficiency in urban waste management.
智能城市垃圾管理与源头隔离和回收优化
本研究开发了一个整合的优化框架,用于设计一个源隔离的城市固体废物管理网络。提出了一种混合整数线性规划模型,用于确定集收站的最佳配置、废物产生点的分配、智能监控系统的安装以及多层市政物流网络中废物流的处理和回收设施的分配。该模型在满足容量、预算和回收约束的同时使系统总成本最小化。以沙特阿拉伯Tabuk市为例,进行了数值试验,验证了模型的适用性。结果表明,最优网络设置了三个集收站,并在不同的处理设施之间有效地分配垃圾,实现了约72%的垃圾处理率。对比分析和敏感性分析表明,将污染源隔离与监测操作协调、优化基础设施利用和资源回收相结合,可以显著提高经济效益,同时减少对垃圾填埋场的依赖。敏感性分析表明,隔离参与、回收收益和处置成本是系统性能的关键驱动因素。更多地参与污染源隔离可提高回收率和改善经济成果,而更高的回收收入和处置成本则促进废物从填埋地转移。研究结果强调了协调规划、经济激励、业务协调和公众参与发展可持续废物管理系统的重要性。拟议的框架为寻求向循环经济实践过渡和提高城市废物管理资源效率的市政当局提供了一个实用的决策支持工具。
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来源期刊
Journal of Cleaner Production
Journal of Cleaner Production 环境科学-工程:环境
CiteScore
20.40
自引率
9.00%
发文量
4720
审稿时长
111 days
期刊介绍: The Journal of Cleaner Production is an international, transdisciplinary journal that addresses and discusses theoretical and practical Cleaner Production, Environmental, and Sustainability issues. It aims to help societies become more sustainable by focusing on the concept of 'Cleaner Production', which aims at preventing waste production and increasing efficiencies in energy, water, resources, and human capital use. The journal serves as a platform for corporations, governments, education institutions, regions, and societies to engage in discussions and research related to Cleaner Production, environmental, and sustainability practices.
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