Integrating Lateral Transportation and Collaborative Energy Scheduling: A Bi-Level Programming Approach for Port Waste-Energy Management

IF 9.1 1区 工程技术 Q1 ENGINEERING, CIVIL
Junyu Yu;Ji Quan;Xianjia Wang
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Abstract

This study introduces a novel port waste transportation and energy scheduling coupled system, addressing existing research limitations that primarily focus on isolated waste transportation or disposal processes and lack integration of waste-to-energy technology with port energy management systems. The system integrates multiple treatment facilities equipped with waste-to-energy technology and multiple waste collection stations, establishing a dynamic link between solid waste transportation quantities and the energy output of treatment facilities, while considering collaborative transportation of solid waste and collaborative energy scheduling among facilities. To balance the conflicting objectives of port authority and treatment facilities, a bi-level programming model is proposed. After transforming the asymmetric Nash bargaining game and applying Karush-Kuhn-Tucker conditions, the model is solved using commercial solvers. Comparative analysis of different cases under uncertain renewable energy generation and electrical load conditions shows that integrating lateral transportation and collaborative energy scheduling achieves the lowest economic costs and highest environmental benefits. Specifically, compared to the baseline Case 1, Case 4, which integrates both lateral transportation and collaborative energy scheduling, reduces the average cost of the port authority by 0.95%, the average total cost of treatment facilities by 54.39%, the average carbon emissions of the port authority by 3.63%, the average total carbon emissions of treatment facilities by 11.94%, and the average electricity purchased by treatment facilities from the distribution grid by 31.44%. The proposed system offers viable solutions for the sustainable development of port waste management and energy scheduling.
整合横向运输与协同能源调度:港口废弃物能源管理的双层规划方法
本研究引入了一种新的港口废物运输和能源调度耦合系统,解决了现有研究的局限性,主要集中在孤立的废物运输或处置过程,缺乏废物转化为能源技术与港口能源管理系统的集成。该系统集成了多个采用垃圾发电技术的处理设施和多个垃圾收集站,建立了固体废物运输量与处理设施能量输出之间的动态联系,同时考虑了固体废物协同运输和设施之间的协同能源调度。为了平衡港务局和处理设施的目标冲突,提出了一个双层规划模型。在对非对称纳什议价博弈进行转化后,应用Karush-Kuhn-Tucker条件,利用商业求解器对模型进行求解。通过对不确定可再生能源发电和电力负荷条件下不同情况的对比分析表明,横向运输与协同能源调度相结合的方案经济成本最低,环境效益最高。具体而言,与基线案例1相比,横向运输和协同能源调度相结合的案例4使港务局的平均成本降低0.95%,处理设施的平均总成本降低54.39%,港务局的平均碳排放降低3.63%,处理设施的平均总碳排放降低11.94%,处理设施从配电网购买的平均电量降低31.44%。该系统为港口废物管理和能源调度的可持续发展提供了可行的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
IEEE Transactions on Intelligent Transportation Systems
IEEE Transactions on Intelligent Transportation Systems 工程技术-工程:电子与电气
CiteScore
14.80
自引率
12.90%
发文量
1872
审稿时长
7.5 months
期刊介绍: The theoretical, experimental and operational aspects of electrical and electronics engineering and information technologies as applied to Intelligent Transportation Systems (ITS). Intelligent Transportation Systems are defined as those systems utilizing synergistic technologies and systems engineering concepts to develop and improve transportation systems of all kinds. The scope of this interdisciplinary activity includes the promotion, consolidation and coordination of ITS technical activities among IEEE entities, and providing a focus for cooperative activities, both internally and externally.
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