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基于LoRaWAN的废物管理的动态调度和自适应电源控制:一个节能物联网框架
Yongbo Wu1, Cedrick B Atse1, Ping Tan1
1School of Automation and Electrical Engineering, Zhejiang University of Science and Technology, Hangzhou 310023, China.
Sensors (Basel, Switzerland)
|February 13, 2026
概括
这项研究通过降低LoRa (远程) 通信节点的功耗来优化智能废物管理系统. 新方法将能源消耗减少84%以上,延长电池寿命,降低可持续城市解决方案的运营成本.
科学领域:
- 环境科学 环境科学
- 计算机科学 计算机科学
- 工程 工程师 工程师 工程师
背景情况:
- 有效的废物管理对于城市的可持续性至关重要.
- 智能垃圾桶系统利用物联网来实现更好的垃圾收集.
- 能源效率是物联网废物管理可行性的关键.
研究的目的:
- 为了优化基于LoRa的智能垃圾箱系统的功耗.
- 提高物联网废物管理的能源效率和可持续性.
- 为了降低智能废物系统的运营成本和维护干预.
主要方法:
- 利用LoRa (远程) 通信技术用于物联网废物管理.
- 实施了先进的优化技术,以最大限度地减少LoRa节点的能量使用.
- 集成的动态调度和自适应的数据速率/功率算法基于 bin 使用.
主要成果:
- 为LoRa节点实现了超过84%的能源消耗减少.
- 智能垃圾桶的电池寿命显著延长.
- 通过优化系统性能,减少了维护干预的频率.
结论:
- 开发了一个可扩展和节能的智能废物管理框架.
- 通过模拟和现实世界的部署验证了优化技术的有效性.
- 拟议的系统为资源有限的环境提供了可持续的解决方案.
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