Title :
A real-time distributed storage system for multi-resolution virtual synchrophasor
Author :
Tao Qian ; Chakrabortty, Aranya ; Mueller, Frank ; Yufeng Xin
Author_Institution :
Dept. of Comput. Sci., North Carolina State Univ., Raleigh, NC, USA
Abstract :
With the continuing large-scale deployment of Phasor Measurement Units (PMU), the Wide-Area Measurement System (WAMS) technology is envisioned to evolve towards a distributed architecture where multiple sets of distributed Phasor Data Concentrators (PDCs) collectively process PMU data to achieve real-time distributed intelligence. Emerging applications developed under this vision will pose stringent but heterogeneous real-time requirements on throughput, delay, and reliability performance of the underlying communication and computing infrastructure. To address this problem, we present a novel virtual PMU (vPMU) architecture that decomposes phasor samples into multiple resolution layers. For a particular receiver with a certain resolution requirement, a complete set of PMU data can be composed by combining samples from the lower layers, without the need for samples from higher layers. We design and implement a real-time distributed storage system to support the virtual PMU data communication. We extend the Chord algorithm so that the response time of data communication can be bounded by our storage system. In addition, we use queuing theory to analyze the response time of requests with our stochastic model.
Keywords :
data handling; digital storage; phasor measurement; power engineering computing; queueing theory; stochastic processes; virtualisation; Chord algorithm; communication delay; communication reliability; communication throughput; distributed phasor data concentrator; large scale PMU deployment; multiple resolution layer; multiresolution virtual synchrophasor; phasor measurement units; phasor samples; queuing theory; real-time distributed intelligence; real-time distributed storage system; stochastic model; virtual PMU data communication; wide area measurement system technology; Algorithm design and analysis; Distributed databases; Nickel; Phasor measurement units; Real-time systems; Schedules; Time factors;
Conference_Titel :
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location :
National Harbor, MD
DOI :
10.1109/PESGM.2014.6939832