A privacy-preserving sharing method of electricity usage using self-organizing map

Yuichi Nakamura, Keiya Harada, Hiroaki Nishi

研究成果: Article査読

5 被引用数 (Scopus)

抄録

Smart meters for measuring electricity usage are expected in electricity usage management. Although the relevant power supplier stores the measured data, the data are worth sharing among power suppliers because the entire data of a city will be required to control the regional grid stability or demand–supply balance. Even though many techniques and methods of privacy-preserving data mining have been studied to share data while preserving data privacy, a study on sharing electricity usage data is still lacking. In this paper, we propose a sharing method of electricity usage while preserving data privacy using a self-organizing map.

本文言語English
ページ(範囲)24-29
ページ数6
ジャーナルICT Express
4
1
DOI
出版ステータスPublished - 2018 3

ASJC Scopus subject areas

  • Software
  • Information Systems
  • Hardware and Architecture
  • Computer Networks and Communications
  • Artificial Intelligence

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