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P2 Energy-Adaptive Buffering for Efficient, Responsive, and Persistent Batteryless Systems

面向高效、响应式且持久的无电池系统的能量自适应缓冲
ASPLOS Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 32024匹配度 1/10 · 该论文研究无电池能量收集系统中的可变电容缓冲电路,属于硬件/体系结构方向,与用户关注的程序分析、LLM/Agent、浮点分析与贝叶斯程序分析均无直接关联。引用 9 inbox
Harrison Williams, Matthew Hicks
crossref: 2026-09-12dblp: 2026-09-12arxiv: 2026-09-12

AI 速览

一句话:提出 REACT 可变电容缓冲电路,按净输入功率动态调节电容,消除响应性、效率与寿命的权衡。

无电池能量采集系统通常使用设计时固定的缓冲电容,但在不可靠环境能量下,固定缓冲会在功率盈余充满时以热量浪费能量,在功率亏缺时因漏电而无法充电,难以适应高度波动的真实电源。REACT 是一种响应式缓冲电路,利用可变电容组按净输入功率动态改变总电容:功率盈余时扩大电容以捕获能量,功率下降时重配置内部电容以回收额外能量,并将系统电压与存储电荷解耦。在真实平台评估中,REACT 相对面向响应性或容量的静态缓冲平均多提供 25.6% 的可用能量,在不牺牲容量的前提下将事件响应性平均提升 7.7 倍,并支持程序员指定寿命保证。

问题
固定容量能量缓冲无法适应高度波动的环境功率:功率盈余时能量以热耗散,功率亏缺时漏电导致系统无法有效充电。目标是在动态输入下同时提高响应性、效率和持久性。
方法
提出 REACT,一种响应式缓冲电路,通过可变电容组按净输入功率动态改变总电容,并在功率下降时重配置内部电容以回收能量,实现系统电压与存储电荷的解耦。
评估
在真实无电池平台上评估,与针对响应性或容量优化的静态缓冲对比;报告可用能量平均提升 25.6%,事件响应性平均提升 7.7 倍且不牺牲容量,并支持程序员导向的寿命保证。
原文摘要(Abstract)

Batteryless energy harvesting systems enable a wide array of new sensing, computation, and communication platforms untethered by power delivery or battery maintenance demands. Energy harvesters charge a buffer capacitor from an unreliable environmental source until enough energy is stored to guarantee a burst of operation despite changes in power input. Current platforms use a fixed-size buffer chosen at design time to meet constraints on charge time or application longevity, but static energy buffers are a poor fit for the highly volatile power sources found in real-world deployments: fixed buffers waste energy both as heat when they reach capacity during a power surplus and as leakage when they fail to charge the system during a power deficit. To maximize batteryless system performance in the face of highly dynamic input power, we propose REACT: a responsive buffering circuit which varies total capacitance according to net input power. REACT uses a variable capacitor bank to expand capacitance to capture incoming energy during a power surplus and reconfigures internal capacitors to reclaim additional energy from each capacitor as power input falls. Compared to fixed-capacity systems, REACT captures more energy, maximizes usable energy, and efficiently decouples system voltage from stored charge---enabling low-power and high-performance designs previously limited by ambient power. Our evaluation on real-world platforms shows that REACT eliminates the tradeoff between responsiveness, efficiency, and longevity, increasing the energy available for useful work by an average 25.6% over static buffers optimized for reactivity and capacity, improving event responsiveness by an average 7.7x without sacrificing capacity, and enabling programmer directed longevity guarantees.

链接与引用

DOI 原文 · arXiv · PDF(开放获取) · DBLP

BibTeX
@inproceedings{WilliamsH24,
  title = {Energy-Adaptive Buffering for Efficient, Responsive, and Persistent Batteryless Systems},
  author = {Harrison Williams and Matthew Hicks},
  booktitle = {ASPLOS},
  year = {2024},
  doi = {10.1145/3620666.3651370}
}