---
id: 20260324-T0-18
title: "PowerLens用AI优化移动设备电池管理"
title_en: "PowerLens optimizes mobile battery management with AI"
url: https://ai.daily.yangsir.net/daily/20260324-T0-18
issue_date: 2026-03-24
publish_date: 2026-03-23T04:00:00.000Z
category: research
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2603.19584
---

# PowerLens用AI优化移动设备电池管理

研究人员提出PowerLens系统，通过LLM代理学习用户行为模式，实现个性化移动设备电源管理。该系统根据应用使用习惯自动调整性能，测试显示能延长电池续航20%。相比传统静态规则，它更准确匹配用户实际需求，尤其适合重度手机用户。

## English Version

**PowerLens optimizes mobile battery management with AI**

Researchers developed PowerLens, a system that uses LLM agents to learn user behavior patterns for personalized mobile power management. It automatically adjusts performance based on app usage habits, testing shows 20% extended battery life. Unlike traditional static rules, it better matches actual user needs, especially beneficial for heavy phone users.

---

**来源**：[arXiv cs.AI](https://arxiv.org/abs/2603.19584)

**详情页**：https://ai.daily.yangsir.net/daily/20260324-T0-18

---

*智语观潮 · Daily — https://ai.daily.yangsir.net/llms.txt*