Orderly power utilization oriented twice clustering load data analysis
X. Chen, K. Shi, Guchao Xu, Duanyin Li, Peng Xu, Haolong Ye · 2015
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.