全自动停车系统中不同调度规则和启发式方法的性能评估

IF 3.3 4区计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS

Informatica Pub Date : 2024-03-12 DOI:10.15388/24-infor544

Nurhan Dudakli, Adil Baykasoğlu

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引用次数: 0

摘要

传统的停车场难以满足需求，这促使全自动停车场系统（FAPS）的兴起，它以先进的技术提供了环保的替代方案。然而，运营方面的挑战依然存在，尤其是在规划和调度方面。实时响应需要调度规则和启发式方法。本研究全面探讨了 FAPS 的运行动态，评估了各种规则组合对客户等待时间和系统利用率的影响。通过为期 6 个月的 MATLAB 仿真，结果表明最近可用插槽（NAS）分配规则与先到先得（FCFS）排序相结合的方式更受青睐，从而强调了分配在系统效率中的关键作用。未来的研究将完善分配策略，进一步优化 FAPS 的运行性能。

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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Performance Evaluation of Different Dispatching Rules and Heuristics in a Fully Automated Parking System

Conventional parking lots struggle to meet demand, prompting the rise of Fully Automated Parking Systems (FAPS), offering eco-friendly alternatives with advanced technology. However, operational challenges persist, especially in planning and scheduling. Real-time responsiveness necessitates dispatching rules and heuristics. This study comprehensively explores FAPS operational dynamics, assessing various rule combinations’ impact on customer wait times and system utilization. Utilizing a six-month MATLAB simulation, results favour the Nearest-Available-Slot (NAS) allocation rule coupled with First-Come-First-Served (FCFS) sequencing, emphasizing allocation’s pivotal role in system efficiency. Future research will refine allocation strategies to further optimize FAPS operational performance. PDF XML

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来源期刊

Informatica 工程技术-计算机：信息系统

CiteScore

5.90

自引率

6.90%

发文量

审稿时长

12 months

期刊介绍： The quarterly journal Informatica provides an international forum for high-quality original research and publishes papers on mathematical simulation and optimization, recognition and control, programming theory and systems, automation systems and elements. Informatica provides a multidisciplinary forum for scientists and engineers involved in research and design including experts who implement and manage information systems applications.