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Power extraction circuits for piezoelectric energy harvesters and time series data in water supply systems

机译:用于压电能量采集器的功率提取电路和供水系统中的时间序列数据

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摘要

This thesis investigates two fundamental technological challenges that prevent waterudutilities from deploying infrastructure monitoring apparatus with high spatial and temporal resolution: providing sufficient power for sensor nodes by increasing the powerudoutput from a vibration-driven energy harvester based on piezoelectric transduction,udand the processing and storage of large volumes of data resulting from the increasedudlevel of pressure and flow rate monitoring.udPiezoelectric energy harvesting from flow-induced vibrations within a water mainudrepresents a potential source of power to supply a sensor node capable of taking high-udfrequency measurements. A main factor limiting the amount of power from a piezoelectric device is the damping force that can be achieved. Electronic interface circuitsudcan modify this damping in order to increase the power output to a reasonable level. A unified analytical framework was developed to compare circuits able to do this in termsudof their power output. A new circuit is presented that out-performs existing circuits byuda factor of 2, which is verified experimentally.udThe second problem concerns the management of large data sets arising from resolving challenges with the provision of power to sensor devices. The ability to process largeuddata volumes is limited by the throughput of storage devices. For scientists to executeudqueries in a timely manner, query execution must be performant. The large volume ofuddata that must be gathered to extract information from historic trends mandates a scalable approach. A scalable, durable storage and query execution framework is presentedudthat is able to significantly improve the execution time of user-defined queries.udA prototype database was implemented and validated on a cluster of commodity servers using live data gathered from a London pumping station and transmissionudmains. Benchmark results and reliability tests are included that demonstrate a significant improvement in performance over a traditional database architecture for a range ofudfrequently-used operations, with many queries returning results near-instantaneously.
机译:本文研究了两个基本的技术挑战,这些挑战阻止了水利用/公用设施部署具有高时空分辨率的基础设施监控设备:通过增加基于压电换能的振动驱动能量采集器的电力/输出来为传感器节点提供足够的电力, ud压力和流量监控的增加 ud水平导致的大量数据的处理和存储。 ud从供水总管内的流动引起的振动中收集压电能量 ud表示为传感器节点提供能量的潜在动力来源高/低频测量。限制来自压电装置的功率量的主要因素是可以实现的阻尼力。电子接口电路可以调整此阻尼,以将功率输出提高到合理水平。开发了一个统一的分析框架来比较能够在功率输出方面做到这一点的电路。提出了一种新电路,其性能优于现有电路2倍,已通过实验验证。第二个问题是解决因为传感器设备供电而带来的挑战而产生的大数据集管理。处理大 uddata卷的能力受到存储设备吞吐量的限制。为了使科学家及时执行 udquery,查询执行必须高效。从历史趋势中提取信息必须收集的大量 uddata要求采用可伸缩的方法。提出了一个可扩展的,持久的存储和查询执行框架,它可以显着缩短用户定义查询的执行时间。ud使用从伦敦泵站收集的实时数据,在商品服务器集群上实现并验证了原型数据库和传输 udmains。包括基准测试结果和可靠性测试,这些测试和结果证明了对于一系列常用操作而言,与传统数据库体系结构相比,性能得到了显着改善,许多查询几乎立即返回了结果。

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    Dicken James;

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