农村物流交付服务的卡车-无人机协作路线规划研究
Yong Wang1,2, Suo Yang3, Xi Vincent Wang2
1School of Management, Wuhan University of Science and Technology, Wuhan, 430080, China.
Scientific reports
|December 31, 2024
概括
农村地区的合作卡车和无人机物流提高了分销效率和服务质量. 这种综合方法优化了路线,降低了成本,并改善了交付性能,以改善农村物流运营.
科学领域:
- 物流和供应链管理的物流和供应链管理.
- 运营研究 运营研究
- 机器人和自动化 机器人和自动化
背景情况:
- 农村物流面临着独特的挑战,包括巨大的距离和有限的基础设施.
- 在农村环境中,传统的分销方法往往是低效和昂贵的.
- 整合卡车和无人机为克服这些局限性提供了一个新的解决方案.
研究的目的:
- 调查农村物流中卡车和无人机协作路线规划的实施情况.
- 提高农村供应链的分销效率和服务质量.
- 提出和验证一种新的协作路径规划方法.
主要方法:
- 分析农村物流的特点和挑战.
- 审查当前的卡车和无人机技术发展.
- 开发一个协作路径优化模型.
- 为路线优化设计一个增强的模拟回火算法.
主要成果:
- 模拟实验验证了合作卡车-无人机配送系统的有效性.
- 观察到效率和成本降低的显著改善.
- 农村物流运营的服务质量得到了提高.
结论:
- 协作卡车-无人机系统为农村物流提供了可行和有效的解决方案.
- 拟议的路径规划方法提供了理论见解和实际指导.
- 未来的研究可以进一步探索农村物流技术的创新.
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