کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
704971 | 1460897 | 2014 | 8 صفحه PDF | دانلود رایگان |
• Identify key features and components of future residential distribution system.
• Proposed to a completely distributed data storage and processing framework.
• Substantiate the proposed framework on a proof-of-concept testbed.
• Evaluate the proof-of-concept testbed with a set of performance measures.
As the number of smart meters/sensors increases to more than hundreds of thousands, it is rather intuitive that the state-of-the-art centralized information processing architecture will no longer be sustainable under such a big data explosion. Hence, an innovative data management system is urgently needed to facilitate the real-world deployment of a future residential distribution system. In this paper, we investigate a radically different approach through distributed software agents to translate the legacy centralized data storage and processing scheme to a completely distributed cyber-physical architecture. We further substantiate the proposed distributed data storage and processing framework on a proof-of-concept testbed using a cluster of low-cost and credit-card-sized single-board computers. Finally, we evaluate the proposed distributed framework and proof-of-concept testbed with a comprehensive set of performance measures.
Journal: Electric Power Systems Research - Volume 116, November 2014, Pages 174–181