Orderly power utilization oriented twice clustering load data analysis

DOI

10.2991/icitmi-15.2015.29How to use a DOI?

Keywords

Orderly power utilization; Twice clustering algorithm; Load data analysis; Power load data clustering

Abstract

As the requirement of smart grid increasing, a twice clustering algorithm is proposed here to extract the characteristic of load data curve. In addition, the calculating algorithm of load performance is also provided to analyze the curves, including seasonal maximum load curve, seasonal safe load curve, economic production load curve, summer (winter) air conditioning load and production protected load curve, upon which the adjustable potential of user can be estimated, so that to set up the economic estimation for companies. Moreover, the above processing method is finally verified through the experiment design upon the data resources from an industry company in Jiangyin.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - X. Chen
AU  - K. Shi
AU  - G.J. Xu
AU  - D.Z. Li
AU  - P. Xu
AU  - H. Ye
PY  - 2015/10
DA  - 2015/10
TI  - Orderly power utilization oriented twice clustering load data analysis
BT  - Proceedings of the 4th International Conference on Information Technology and Management Innovation
PB  - Atlantis Press
SP  - 158
EP  - 163
SN  - 2352-538X
UR  - https://doi.org/10.2991/icitmi-15.2015.29
DO  - 10.2991/icitmi-15.2015.29
ID  - Chen2015/10
ER  -