Research on power energy load forecasting method based on KNN

ABSTRACT

To study the power energy load forecasting method using KNN algorithm. The domestic and foreign literatures are used to analyse the shortcomings of the existing power energy load forecasting methods using thge KNN algorithm and the related energy source software is used to design the power energy load forecasting system from data access, overall structure and function division through Portelt technology. After that, the application effect of functional areas such as data anomaly warning and data analysis is observed. The KNN-based power energy load forecasting method designed in this paper can accurately analyse and forecast the power load in a short period of time and has high forecasting accuracy. The results verify the validity and accuracy of the power energy load forecasting method in this paper.

KEYWORDS:

• Power energy
• forecasting method
• KNN
• classification
• liferay portal

Disclosure statement

No potential conflict of interest was reported by the authors.